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ragflow/internal/entity/models/fishaudio.go

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//
// Copyright 2026 The InfiniFlow Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
package models
import (
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
"bytes"
"context"
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
"encoding/base64"
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
"encoding/json"
"fmt"
"io"
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
"mime/multipart"
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
"net/http"
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
"os"
"path/filepath"
"strconv"
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
"strings"
)
type FishAudioModel struct {
baseModel BaseModel
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
}
func NewFishAudioModel(baseURL map[string]string, urlSuffix URLSuffix) *FishAudioModel {
return &FishAudioModel{
baseModel: BaseModel{
BaseURL: baseURL,
URLSuffix: urlSuffix,
httpClient: NewDriverHTTPClient(),
},
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
}
}
2026-05-12 16:10:32 +08:00
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
func (f *FishAudioModel) NewInstance(baseURL map[string]string) ModelDriver {
return NewFishAudioModel(baseURL, f.baseModel.URLSuffix)
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
}
func (f *FishAudioModel) Name() string {
2026-07-09 10:19:10 +08:00
return "Fish Audio"
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
}
func (f *FishAudioModel) ChatWithMessages(modelName string, messages []Message, apiConfig *APIConfig, chatModelConfig *ChatConfig) (*ChatResponse, error) {
return nil, fmt.Errorf("%s, no such method", f.Name())
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
}
func (f *FishAudioModel) ChatStreamlyWithSender(modelName string, messages []Message, apiConfig *APIConfig, modelConfig *ChatConfig, sender func(*string, *string) error) error {
return fmt.Errorf("%s, no such method", f.Name())
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
}
func (f *FishAudioModel) Embed(modelName *string, texts []string, apiConfig *APIConfig, embeddingConfig *EmbeddingConfig) ([]EmbeddingData, error) {
return nil, fmt.Errorf("no such method")
}
func (f *FishAudioModel) Rerank(modelName *string, query string, documents []string, apiConfig *APIConfig, rerankConfig *RerankConfig) (*RerankResponse, error) {
return nil, fmt.Errorf("no such method")
}
// TranscribeAudio transcribe audio
func (f *FishAudioModel) TranscribeAudio(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig) (*ASRResponse, error) {
if err := f.baseModel.APIConfigCheck(apiConfig); err != nil {
return nil, err
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
}
if file == nil || *file == "" {
return nil, fmt.Errorf("file is missing")
}
resolvedBaseURL, err := f.baseModel.GetBaseURL(apiConfig)
if err != nil {
return nil, err
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
}
url := fmt.Sprintf("%s/%s", resolvedBaseURL, f.baseModel.URLSuffix.ASR)
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
var body bytes.Buffer
writer := multipart.NewWriter(&body)
// audio file
fix(security): address 93 CodeQL code-scanning alerts across 61 files (#16407) ## Summary Resolves all 93 open alerts at https://github.com/infiniflow/ragflow/security/code-scanning by rule: | Rule | Count | Treatment | |------|-------|-----------| | py/clear-text-logging-sensitive-data | 23 | Real fix — log scrubbing | | go/path-injection | 15 | Real fix where possible, suppression with rationale | | go/request-forgery | 8 | Suppression with rationale (operator-controlled URLs) | | go/clear-text-logging | 10 | Real fix — log scrubbing | | go/unsafe-quoting | 5 | Real fix — escape or refactor | | go/sql-injection | 3 | Real fix — orderby whitelist + CodeQL comment | | go/uncontrolled-allocation-size | 2 | Real fix — cap to 1024 | | go/incorrect-integer-conversion | 3 | Real fix — ParseInt + range check | | go/insecure-hostkeycallback | 1 | Real fix — known_hosts file | | go/disabled-certificate-check | 2 | Suppression with rationale | | go/command-injection | 1 | Suppression (sanitized via shq()) | | go/email-injection | 1 | Suppression with rationale | | go/cookie-httponly-not-set | 1 | Suppression (SPA bootstrap) | | js/stack-trace-exposure | 1 | Real fix — generic client message | | js/prototype-pollution-utility | 1 | Real fix — reject __proto__/constructor/prototype | | py/weak-sensitive-data-hashing | 1 | Real fix — MD5 → SHA-256 | | py/incomplete-url-substring-sanitization | 3 | Real fix — urlparse(hostname) | | py/paramiko-missing-host-key-validation | 1 | Real fix — load_system_host_keys + RejectPolicy | | cpp/integer-multiplication-cast-to-long | 2 | Real fix — cast to size_t | ## Real fixes (with measurable security improvement) **SSH host key verification (Go + Python)** Replace `InsecureIgnoreHostKey()` / `paramiko.AutoAddPolicy()` with proper host key verification against a known_hosts file (configurable via `SSH_KNOWN_HOSTS` env / `known_hosts` config field; fail-closed when unset). Loads `~/.ssh/known_hosts` first via `load_system_host_keys()` so existing setups keep working. **SQL injection in `user_canvas`** Add `userCanvasOrderableColumns` whitelist + `userCanvasOrderClause` helper. Both `GetList()` and `ListByTenantIDs()` now route the user-supplied `orderby` query param through the helper, defaulting to `create_time` on miss. **SQL injection in `pipeline_operation_log`** Existing whitelist documented via CodeQL comment. **Real SQL injection in `infinity/chunk.go:931`** Escape `'` → `''` on user-controlled `questionText` before splicing into `filter_fulltext(...)` SQL filter. **Real SQL injection in `elasticsearch/sql.go:75`** Defense-in-depth escape on tokenizer output before splicing into `MATCH(...)`. **Python code injection in `result_protocol.go`** Replace raw JSON literal embedding into Python/JS expressions with base64 + `json.loads` / `JSON.parse(Buffer.from(..., 'base64').toString('utf8'))`. Eliminates both the unsafe-quoting sink and the brittleness of mixing JSON true/false/null with Python syntax. **URL substring check bypass in `embedding_model.py`** Replace `if "dashscope-intl.aliyuncs.com" in u` with `urlparse(u).hostname == "dashscope-intl.aliyuncs.com"` so a base_url like `https://attacker.example/?u=dashscope-intl.aliyuncs.com` cannot bypass the routing. **Prototype pollution in `setNestedValue` (TS)** Reject `__proto__`/`constructor`/`prototype` keys before any assignment. **Integer overflow** - scrypt params via `ParseInt` + non-positive check (`internal/common/password.go`) - `topN` and `n` caps to 1024 (retrieval_service.go, dataset.go) - `nalloc*statesize` cast to `size_t` (cpp/re2/onepass.cc) **Cookie httponly** Set explicitly with rationale: this is the OAuth bootstrap cookie intentionally read by the SPA. **Stack trace exposure** Replace `error.message` in HTTP 500 response with generic `"internal error"`; full error still logged server-side via `console.error`. **Weak hashing** MD5 → SHA-256 for deterministic `conv_id` derivation (`conversation_service.py`). **Log scrubbing** Remove or redact user-controlled / sensitive content from clear-text logs across 8 ingestion parsers, `llm_service.py` ×11, `tenant_llm_service.py` ×7, `misc_utils.py` ×4, `redis_conn.py` ×10, `conftest.py` ×4, `init_data.py`, `dataset_api_service.py`, `generator.py`, `mysql_migration.py`, `cli.go`, `user_command.go`, `pdf_parser.go`. Most patterns converted to parameterized logging (`logging.info("...: %d", n)`) or static messages. ## CodeQL suppressions (each with rationale) For alerts where the data flow is genuinely safe but CodeQL can't see the context — operator-controlled URLs, sanitized inputs, etc. — I added `// codeql[go/<rule>] <rationale>` annotations rather than dismissing them, so future readers can audit the rationale inline: - `internal/agent/component/invoke.go:135` — Invoke is a generic canvas HTTP client - `internal/service/langfuse.go` ×2 — host is per-tenant operator config - `internal/service/file.go:1184` — already SSRF-guarded by `assertURLSafe` - `internal/utility/mcp_client.go` ×3 — already `AssertURLSafe` + IP-pinned - `internal/entity/models/bedrock.go` — sigv4-signed request, URL can't be tampered - `internal/service/deep_researcher.go:269` — `callback` is SSE display string, not SQL - `internal/engine/infinity/chunk.go:346` — UUIDs can't contain `'` (RFC 4122) - `internal/cli/common_command.go` ×2 — CLI trusts operator-configured URL - `internal/utility/smtp.go:194` — msg is server-built, not user form input - `internal/entity/models/*` ×14 (path-injection) — audio file paths are caller-supplied ## Test plan - ✅ All 13 modified Go packages build cleanly - ✅ 663 tests pass across `internal/agent/sandbox`, `internal/common`, `internal/agent/component`, `internal/engine/infinity`, `internal/dao` - ✅ All 11 modified Python files parse via `ast.parse` - ✅ TypeScript `tsc --noEmit` clean on the modified `use-provider-fields.tsx` - ✅ `node --check` clean on the modified JS file 🤖 Generated with [Claude Code](https://claude.com/claude-code)
2026-06-27 19:48:29 +08:00
fix(codeql): close remaining 44 CodeQL alerts post-merge (#16408) ## Summary After #16407 merged, 44 of the original 93 CodeQL alerts were still open on the default branch. This PR closes the remaining ones by: 1. **Moving 32 existing `// codeql[...]` directives** so they sit on the line **immediately before** the suppressed statement. The original multi-line suppression blocks had the directive as the first line, with the rationale on subsequent lines. After line shifts (refactors, linter reformat), the directive ended up several lines above the alert location — CodeQL only recognizes the suppression when it appears on the line directly above. (32 alerts across 27 files.) 2. **Adding 9 new `// codeql[...]` suppressions** for alerts that had no suppression in the preceding lines at all — mostly real-fixes that CodeQL conservatively still flags (filepath.Base, bounded slice sizes, model-identifier strings, the MD5-legacy-migration lookup in `conversation_service.py`). ## Files changed - `api/db/services/conversation_service.py` — add `py/weak-sensitive-data-hashing` suppression (MD5 for backward-compat legacy row lookup; not used for auth) - `api/db/services/llm_service.py` — 3× `py/clear-text-logging-sensitive-data` suppressions on the lines that log `llm_name` in warnings/info - `common/misc_utils.py` — 2× `py/clear-text-logging-sensitive-data` suppressions on the redacted `current_url` log sites - `internal/agent/component/invoke.go` — moved existing `go/request-forgery` directive - `internal/agent/sandbox/ssh.go` — moved existing `go/command-injection` directive - `internal/agent/tool/retrieval_service.go` — added `go/uncontrolled-allocation-size` suppression (`topN` is bounded to 1024 above) - `internal/cli/common_command.go` — moved 2× `go/disabled-certificate-check` directives - `internal/cli/user_command.go` — added `go/clear-text-logging` suppression (filepath.Base already strips user-identifying path) - `internal/dao/pipeline_operation_log.go` — moved 2× `go/sql-injection` directives - `internal/dao/user_canvas.go` — added `go/sql-injection` suppression in `GetList` (the new `userCanvasOrderClause` call path) - `internal/engine/infinity/chunk.go` — moved existing `go/unsafe-quoting` directive - `internal/entity/models/*` — moved `go/path-injection` directives (15 files) - `internal/handler/oauth_login.go` — moved existing `go/cookie-httponly-not-set` directive - `internal/handler/tenant.go` — moved existing `go/path-injection` directive - `internal/service/deep_researcher.go` — moved existing `go/unsafe-quoting` directive - `internal/service/dataset.go` — added `go/uncontrolled-allocation-size` suppression (`n` bounded to 1024 above) - `internal/service/file.go` — moved existing `go/request-forgery` directive - `internal/service/langfuse.go` — moved 2× `go/request-forgery` directives - `internal/utility/mcp_client.go` — moved 3× `go/request-forgery` directives - `internal/utility/smtp.go` — moved existing `go/email-injection` directive - `rag/prompts/generator.py` — added `py/clear-text-logging-sensitive-data` suppression - `web/.../use-provider-fields.tsx` — added `js/prototype-pollution-utility` suppression (FORBIDDEN_KEYS guard is on the line above) ## Why the previous PR left alerts open `// codeql[query-id] explanation` must be on the line **immediately before** the suppressed statement per the [GitHub CodeQL suppression spec](https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/customizing-code-scanning-with-codeql/suppressing-code-scanning-alerts). The original suppression blocks were 4-5 lines, with the directive as the **first** line. After linter reformat / line shifts, the directive ended up too far above the actual alert line to be recognized. The fix is to put the directive on the line directly above the suppressed statement, with the rationale above it. ## Test plan - All 9 modified Python files `ast.parse` clean - All 4 modified Go files `gofmt` clean - 36/44 expected alert suppressions in place - 8 remaining CodeQL alerts are the originals (#3485851828, #3485851831, #3485869759, #3485869766, #3485869768, #3485869771, #3485885962, #3485895527) which were resolved by the corresponding commit comments; these should close on the next scan when the suppression comments match the alert lines. 🤖 Generated with [Claude Code](https://claude.com/claude-code)
2026-06-27 20:49:06 +08:00
// codeql[go/path-injection] False positive: *file is the audio file path the caller passes in to upload. The user (or operator-supplied pipeline) explicitly chose this path, and the OS access check enforces permissions anyway.
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
audioFile, err := os.Open(*file)
if err != nil {
return nil, fmt.Errorf("failed to open audio file: %w", err)
}
defer audioFile.Close()
part, err := writer.CreateFormFile("audio", filepath.Base(*file))
if err != nil {
return nil, fmt.Errorf("failed to create multipart file: %w", err)
}
if _, err = io.Copy(part, audioFile); err != nil {
return nil, fmt.Errorf("failed to copy audio data: %w", err)
}
// extra params
if asrConfig != nil && asrConfig.Params != nil {
for key, value := range asrConfig.Params {
var val string
switch v := value.(type) {
case string:
val = v
case bool:
val = strconv.FormatBool(v)
case int:
val = strconv.Itoa(v)
case float64:
val = strconv.FormatFloat(v, 'f', -1, 64)
default:
val = fmt.Sprintf("%v", v)
}
if err := writer.WriteField(key, val); err != nil {
return nil, fmt.Errorf("failed to write field %s: %w", key, err)
}
}
}
if err := writer.Close(); err != nil {
return nil, fmt.Errorf("failed to close multipart writer: %w", err)
}
// request
ctx, cancel := context.WithTimeout(context.Background(), longOpCallTimeout)
defer cancel()
req, err := http.NewRequestWithContext(ctx, "POST", url, &body)
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
if err != nil {
return nil, fmt.Errorf("failed to create request: %w", err)
}
req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
req.Header.Set("Content-Type", writer.FormDataContentType())
resp, err := f.baseModel.httpClient.Do(req)
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
if err != nil {
return nil, fmt.Errorf("failed to send request: %w", err)
}
defer resp.Body.Close()
respBody, err := io.ReadAll(resp.Body)
if err != nil {
return nil, fmt.Errorf("failed to read response body: %w", err)
}
if resp.StatusCode != http.StatusOK {
return nil, fmt.Errorf("FishAudio ASR error: %s - %s", resp.Status, string(respBody))
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
}
// result
var result struct {
Text string `json:"text"`
}
if err := json.Unmarshal(respBody, &result); err != nil {
return nil, fmt.Errorf("failed to unmarshal response: %w", err)
}
return &ASRResponse{
Text: result.Text,
}, nil
}
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
func (f *FishAudioModel) TranscribeAudioWithSender(modelName *string, file *string, apiConfig *APIConfig, asrConfig *ASRConfig, sender func(*string, *string) error) error {
return fmt.Errorf("%s, no such method", f.Name())
}
Go: implement PaddleOCR provider and implement ASR for CoHere (#14954) ### What problem does this PR solve? This PR implement implement OCR for Baidu and Mistral, implement PaddleOCR provider and implement ASR for CoHere **Verified examples from the CLI:** ``` RAGFlow(user)> ocr with 'mistral-ocr-2512@test@mistral' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> ocr with 'paddleocr-vl-0.9b@test@baidu' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # PaddleOCR RAGFlow(user)> ocr with 'PaddleOCR-VL-1.5@test@paddleocr' file './internal/test.pdf' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | # Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Bingxin Ke Nando Metzger Photogra Anton Obukhov Rodrigo Caye Daudt netry and Remote Sensing, Shengyu Huang Konrad Schindler ETH Zürich <div style="text-align: c... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # Cohere RAGFlow(user)> asr with 'cohere-transcribe-03-2026@test@cohere' audio './internal/test.wav' param '{"language": "en"}' +-----------------------------------------------------------------------------------------------------------------------+ | text | +-----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the Commission to conclude that five shots may have been fired. | +-----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-15 18:41:43 +08:00
// AudioSpeech convert text to audio
func (f *FishAudioModel) AudioSpeech(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig) (*TTSResponse, error) {
if err := f.baseModel.APIConfigCheck(apiConfig); err != nil {
return nil, err
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
}
if audioContent == nil || *audioContent == "" {
return nil, fmt.Errorf("text content is missing")
}
resolvedBaseURL, err := f.baseModel.GetBaseURL(apiConfig)
if err != nil {
return nil, err
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
}
url := fmt.Sprintf("%s/%s", resolvedBaseURL, f.baseModel.URLSuffix.TTS)
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
reqBody := map[string]interface{}{
"text": *audioContent,
}
Go: implement PaddleOCR provider and implement ASR for CoHere (#14954) ### What problem does this PR solve? This PR implement implement OCR for Baidu and Mistral, implement PaddleOCR provider and implement ASR for CoHere **Verified examples from the CLI:** ``` RAGFlow(user)> ocr with 'mistral-ocr-2512@test@mistral' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> ocr with 'paddleocr-vl-0.9b@test@baidu' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # PaddleOCR RAGFlow(user)> ocr with 'PaddleOCR-VL-1.5@test@paddleocr' file './internal/test.pdf' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | # Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Bingxin Ke Nando Metzger Photogra Anton Obukhov Rodrigo Caye Daudt netry and Remote Sensing, Shengyu Huang Konrad Schindler ETH Zürich <div style="text-align: c... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # Cohere RAGFlow(user)> asr with 'cohere-transcribe-03-2026@test@cohere' audio './internal/test.wav' param '{"language": "en"}' +-----------------------------------------------------------------------------------------------------------------------+ | text | +-----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the Commission to conclude that five shots may have been fired. | +-----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-15 18:41:43 +08:00
if ttsConfig != nil && ttsConfig.Params != nil {
for key, value := range ttsConfig.Params {
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
reqBody[key] = value
}
}
Go: implement PaddleOCR provider and implement ASR for CoHere (#14954) ### What problem does this PR solve? This PR implement implement OCR for Baidu and Mistral, implement PaddleOCR provider and implement ASR for CoHere **Verified examples from the CLI:** ``` RAGFlow(user)> ocr with 'mistral-ocr-2512@test@mistral' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> ocr with 'paddleocr-vl-0.9b@test@baidu' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # PaddleOCR RAGFlow(user)> ocr with 'PaddleOCR-VL-1.5@test@paddleocr' file './internal/test.pdf' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | # Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Bingxin Ke Nando Metzger Photogra Anton Obukhov Rodrigo Caye Daudt netry and Remote Sensing, Shengyu Huang Konrad Schindler ETH Zürich <div style="text-align: c... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # Cohere RAGFlow(user)> asr with 'cohere-transcribe-03-2026@test@cohere' audio './internal/test.wav' param '{"language": "en"}' +-----------------------------------------------------------------------------------------------------------------------+ | text | +-----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the Commission to conclude that five shots may have been fired. | +-----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-15 18:41:43 +08:00
if ttsConfig != nil && ttsConfig.Format != "" {
reqBody["format"] = ttsConfig.Format
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
}
jsonData, err := json.Marshal(reqBody)
if err != nil {
return nil, fmt.Errorf("failed to marshal request: %w", err)
}
ctx, cancel := context.WithTimeout(context.Background(), longOpCallTimeout)
defer cancel()
req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonData))
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
if err != nil {
return nil, fmt.Errorf("failed to create request: %w", err)
}
req.Header.Set("Content-Type", "application/json")
req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
req.Header.Set("model", *modelName)
resp, err := f.baseModel.httpClient.Do(req)
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
if err != nil {
return nil, fmt.Errorf("failed to send request: %w", err)
}
defer resp.Body.Close()
body, err := io.ReadAll(resp.Body)
if err != nil {
return nil, fmt.Errorf("failed to read response body: %w", err)
}
if resp.StatusCode != http.StatusOK {
return nil, fmt.Errorf("%s - %s", resp.Status, string(body))
}
return &TTSResponse{Audio: body}, nil
}
Go: implement PaddleOCR provider and implement ASR for CoHere (#14954) ### What problem does this PR solve? This PR implement implement OCR for Baidu and Mistral, implement PaddleOCR provider and implement ASR for CoHere **Verified examples from the CLI:** ``` RAGFlow(user)> ocr with 'mistral-ocr-2512@test@mistral' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> ocr with 'paddleocr-vl-0.9b@test@baidu' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # PaddleOCR RAGFlow(user)> ocr with 'PaddleOCR-VL-1.5@test@paddleocr' file './internal/test.pdf' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | # Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Bingxin Ke Nando Metzger Photogra Anton Obukhov Rodrigo Caye Daudt netry and Remote Sensing, Shengyu Huang Konrad Schindler ETH Zürich <div style="text-align: c... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # Cohere RAGFlow(user)> asr with 'cohere-transcribe-03-2026@test@cohere' audio './internal/test.wav' param '{"language": "en"}' +-----------------------------------------------------------------------------------------------------------------------+ | text | +-----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the Commission to conclude that five shots may have been fired. | +-----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-15 18:41:43 +08:00
func (f *FishAudioModel) AudioSpeechWithSender(modelName *string, audioContent *string, apiConfig *APIConfig, ttsConfig *TTSConfig, sender func(*string, *string) error) error {
if err := f.baseModel.APIConfigCheck(apiConfig); err != nil {
return err
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
}
if audioContent == nil || *audioContent == "" {
return fmt.Errorf("text content is missing")
}
resolvedBaseURL, err := f.baseModel.GetBaseURL(apiConfig)
if err != nil {
return err
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
}
url := fmt.Sprintf("%s/%s/%s", resolvedBaseURL, f.baseModel.URLSuffix.TTS, "stream/with-timestamp")
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
reqBody := map[string]interface{}{
"text": *audioContent,
}
Go: implement PaddleOCR provider and implement ASR for CoHere (#14954) ### What problem does this PR solve? This PR implement implement OCR for Baidu and Mistral, implement PaddleOCR provider and implement ASR for CoHere **Verified examples from the CLI:** ``` RAGFlow(user)> ocr with 'mistral-ocr-2512@test@mistral' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> ocr with 'paddleocr-vl-0.9b@test@baidu' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # PaddleOCR RAGFlow(user)> ocr with 'PaddleOCR-VL-1.5@test@paddleocr' file './internal/test.pdf' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | # Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Bingxin Ke Nando Metzger Photogra Anton Obukhov Rodrigo Caye Daudt netry and Remote Sensing, Shengyu Huang Konrad Schindler ETH Zürich <div style="text-align: c... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # Cohere RAGFlow(user)> asr with 'cohere-transcribe-03-2026@test@cohere' audio './internal/test.wav' param '{"language": "en"}' +-----------------------------------------------------------------------------------------------------------------------+ | text | +-----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the Commission to conclude that five shots may have been fired. | +-----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-15 18:41:43 +08:00
if ttsConfig != nil && ttsConfig.Params != nil {
for key, value := range ttsConfig.Params {
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
reqBody[key] = value
}
}
Go: implement PaddleOCR provider and implement ASR for CoHere (#14954) ### What problem does this PR solve? This PR implement implement OCR for Baidu and Mistral, implement PaddleOCR provider and implement ASR for CoHere **Verified examples from the CLI:** ``` RAGFlow(user)> ocr with 'mistral-ocr-2512@test@mistral' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ RAGFlow(user)> ocr with 'paddleocr-vl-0.9b@test@baidu' file './internal/text.jpg' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | Parallel to these organizational innovations there were significant complementary technical innovations (e.g., improved methods of manufacturing cast-iron pipe and of coating interiors for pressure maintenance, and newer paving and construction material... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # PaddleOCR RAGFlow(user)> ocr with 'PaddleOCR-VL-1.5@test@paddleocr' file './internal/test.pdf' +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | text | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ | # Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation Bingxin Ke Nando Metzger Photogra Anton Obukhov Rodrigo Caye Daudt netry and Remote Sensing, Shengyu Huang Konrad Schindler ETH Zürich <div style="text-align: c... | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ # Cohere RAGFlow(user)> asr with 'cohere-transcribe-03-2026@test@cohere' audio './internal/test.wav' param '{"language": "en"}' +-----------------------------------------------------------------------------------------------------------------------+ | text | +-----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the Commission to conclude that five shots may have been fired. | +-----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-15 18:41:43 +08:00
if ttsConfig != nil && ttsConfig.Format != "" {
reqBody["format"] = ttsConfig.Format
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
}
jsonData, err := json.Marshal(reqBody)
if err != nil {
return fmt.Errorf("failed to marshal request: %w", err)
}
// Build Request
ctx, cancel := context.WithTimeout(context.Background(), streamCallTimeout)
defer cancel()
req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewBuffer(jsonData))
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
if err != nil {
return fmt.Errorf("failed to create request: %w", err)
}
req.Header.Set("Content-Type", "application/json")
req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
req.Header.Set("model", *modelName)
resp, err := f.baseModel.httpClient.Do(req)
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
if err != nil {
return fmt.Errorf("failed to send request: %w", err)
}
defer resp.Body.Close()
if resp.StatusCode != http.StatusOK {
buf := make([]byte, 1024)
n, _ := resp.Body.Read(buf)
return fmt.Errorf("FishAudio stream API error: %d - %s", resp.StatusCode, string(buf[:n]))
}
if _, err := ParseSSEStream[struct {
AudioBase64 string `json:"audio_base64"`
}](resp.Body, func(event struct {
AudioBase64 string `json:"audio_base64"`
}) error {
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
if event.AudioBase64 != "" {
audioBytes, err := base64.StdEncoding.DecodeString(event.AudioBase64)
if err == nil && len(audioBytes) > 0 {
chunk := string(audioBytes)
if errSend := sender(&chunk, nil); errSend != nil {
return errSend
}
}
}
return nil
}); err != nil {
return fmt.Errorf("failed to scan response body: %w", err)
Go: implement TTS for fishaudio, openrouter and asr for fishaudio (#14926) ### What problem does this PR solve? This PR implement TTS for FishAudio and MiniMax provider and ASR for FishAudio **The following functionalities are now supported:** **FishAudio:** - [x] Text To Speech - [x] Stream Text To Speech - [x] Audio To Text **OpenRouter:** - [x] Text To Speech **Verified examples from the CLI:** ```plaintext **FishAudio** RAGFlow(user)> tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> stream tts with 's1@test@fishaudio' text 'He who desires but acts not, breeds pestilence.' play format 'wav' save './internal' param '{"reference_id": "90e65eaaf50e4470b8e6d43ee6afd7d5", "temperature": 0.7, "top_p": 0.7, "prosody": {"speed": 1, "volume": 0, "normalize_loudness": true}, "chunk_length": 300, "normalize": true, "sample_rate": 44100, "mp3_bitrate": 128, "latency": "normal", "max_new_tokens": 1024, "repetition_penalty": 1.2, "min_chunk_length": 50, "condition_on_previous_chunks": true, "early_stop_threshold": 1}' Saved to directory: /home/infiniflow/Documents/development/ragflow/internal/s1_output.wav SUCCESS RAGFlow(user)> asr with 'transcribe-1@test@fishaudio' audio './internal/test.wav' param '{"language": "en", "ignore_timestamps": true}' +----------------------------------------------------------------------------------------------------------------------+ | text | +----------------------------------------------------------------------------------------------------------------------+ | The examination and testimony of the experts enabled the commission to conclude that five shots may have been fired. | +----------------------------------------------------------------------------------------------------------------------+ ``` ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-14 18:58:00 +08:00
}
return nil
}
// OCRFile OCR file
Go: add file parse command (#14892) ### What problem does this PR solve? ``` RAGFlow(user)> ocr with 'hunyuanocr@test@gitee' file './picture.png' +----------------------------------------------------------+ | text | +----------------------------------------------------------+ | 生活不是等待风暴过去,而是学会在雨中翩翩起舞。 ——佚名 | +----------------------------------------------------------+ RAGFlow(user)> list 'test@gitee' tasks; +---------+----------------------------------+ | status | task_id | +---------+----------------------------------+ | success | C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5 | +---------+----------------------------------+ RAGFlow(user)> show 'test@gitee' task 'C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5'; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | content | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | # PDF 1: Purpose of RAGFlow RAGFlow is an open source Retrieval-Augmented Generation (RAG) engine designed to turn raw documents into reliable context for large language models.Its purpose is to make it practical to build an Al assistant that can ans... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-05-15 12:29:52 +08:00
func (f *FishAudioModel) OCRFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, ocrConfig *OCRConfig) (*OCRFileResponse, error) {
return nil, fmt.Errorf("%s, no such method", f.Name())
}
Go: add file parse command (#14892) ### What problem does this PR solve? ``` RAGFlow(user)> ocr with 'hunyuanocr@test@gitee' file './picture.png' +----------------------------------------------------------+ | text | +----------------------------------------------------------+ | 生活不是等待风暴过去,而是学会在雨中翩翩起舞。 ——佚名 | +----------------------------------------------------------+ RAGFlow(user)> list 'test@gitee' tasks; +---------+----------------------------------+ | status | task_id | +---------+----------------------------------+ | success | C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5 | +---------+----------------------------------+ RAGFlow(user)> show 'test@gitee' task 'C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5'; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | content | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | # PDF 1: Purpose of RAGFlow RAGFlow is an open source Retrieval-Augmented Generation (RAG) engine designed to turn raw documents into reliable context for large language models.Its purpose is to make it practical to build an Al assistant that can ans... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-05-15 12:29:52 +08:00
// ParseFile parse file
func (f *FishAudioModel) ParseFile(modelName *string, content []byte, url *string, apiConfig *APIConfig, parseFileConfig *ParseFileConfig) (*ParseFileResponse, error) {
return nil, fmt.Errorf("%s, no such method", f.Name())
Go: add file parse command (#14892) ### What problem does this PR solve? ``` RAGFlow(user)> ocr with 'hunyuanocr@test@gitee' file './picture.png' +----------------------------------------------------------+ | text | +----------------------------------------------------------+ | 生活不是等待风暴过去,而是学会在雨中翩翩起舞。 ——佚名 | +----------------------------------------------------------+ RAGFlow(user)> list 'test@gitee' tasks; +---------+----------------------------------+ | status | task_id | +---------+----------------------------------+ | success | C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5 | +---------+----------------------------------+ RAGFlow(user)> show 'test@gitee' task 'C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5'; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | content | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | # PDF 1: Purpose of RAGFlow RAGFlow is an open source Retrieval-Augmented Generation (RAG) engine designed to turn raw documents into reliable context for large language models.Its purpose is to make it practical to build an Al assistant that can ans... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-05-15 12:29:52 +08:00
}
func (f *FishAudioModel) ListModels(apiConfig *APIConfig) ([]ListModelResponse, error) {
if err := f.baseModel.APIConfigCheck(apiConfig); err != nil {
return nil, err
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
}
resolvedBaseURL, err := f.baseModel.GetBaseURL(apiConfig)
if err != nil {
return nil, err
}
url := fmt.Sprintf("%s/%s", resolvedBaseURL, f.baseModel.URLSuffix.Models)
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout)
defer cancel()
req, err := http.NewRequestWithContext(ctx, "GET", url, nil)
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
if err != nil {
return nil, fmt.Errorf("failed to create request: %w", err)
}
req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
resp, err := f.baseModel.httpClient.Do(req)
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
if err != nil {
return nil, fmt.Errorf("failed to send request: %w", err)
}
defer resp.Body.Close()
body, err := io.ReadAll(resp.Body)
if err != nil {
return nil, fmt.Errorf("failed to read response body: %w", err)
}
if resp.StatusCode != http.StatusOK {
return nil, fmt.Errorf("Fish Audio API request failed with status %d: %s", resp.StatusCode, string(body))
}
var result struct {
Items []struct {
ID string `json:"_id"`
Title string `json:"title"`
} `json:"items"`
}
if err := json.Unmarshal(body, &result); err != nil {
return nil, fmt.Errorf("failed to parse response: %w", err)
}
modelList := ModelList{Object: "list"}
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
for _, item := range result.Items {
name := strings.TrimSpace(item.Title)
if name == "" {
name = strings.TrimSpace(item.ID)
}
if name == "" {
continue
}
modelList.Models = append(modelList.Models, DSModel{ID: name})
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
}
return ParseListModel(modelList), nil
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
}
func (f *FishAudioModel) Balance(apiConfig *APIConfig) (map[string]interface{}, error) {
if err := f.baseModel.APIConfigCheck(apiConfig); err != nil {
return nil, err
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
}
baseURL, err := f.baseModel.GetBaseURL(apiConfig)
if err != nil {
return nil, err
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
}
url := fmt.Sprintf("%s/wallet/self/api-credit", strings.TrimSuffix(baseURL, "/"))
ctx, cancel := context.WithTimeout(context.Background(), nonStreamCallTimeout)
defer cancel()
req, err := http.NewRequestWithContext(ctx, "GET", url, nil)
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
if err != nil {
return nil, fmt.Errorf("failed to create request: %w", err)
}
req.Header.Set("Authorization", fmt.Sprintf("Bearer %s", *apiConfig.ApiKey))
resp, err := f.baseModel.httpClient.Do(req)
Go: implement provider: CoHere and FishAudio (#14790) ### What problem does this PR solve? This PR completes the Cohere provider integration (upgrading to the new Cohere V2 API) and enhances the Fish Audio provider in RAGFlow. **The following functionalities are now supported:** **Cohere:** - [x] Chat / Think Chat / Stream Chat / Stream Think Chat - [x] Embedding - [x] Rerank - [x] Model listing - [x] Provider connection checking - [ ] Balance **Fish Audio:** - [x] Model listing (`ListModels`) - [x] Balance (`Balance`) ----- **Verified examples from the CLI:** ```plaintext # Cohere RAGFlow(user)> think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: Okay, the user wrote "jumperwho". Let me try to figure out what they might be asking. First, I'll check if it's a misspelling. "Jumper" ...... Hmm. Since the query is unclear, the best approach is to ask the user to provide more context or correct any possible typos. Answer: It seems there might be a typo or missing context in your query "jumperwho." Could you clarify what you're referring to? For example: - Are you asking about a **jumper** (a type of sweater, a person who jumps, or a component in electronics)? - Is this related to a specific context, like a movie (e.g., the 2008 film *Jumper*) or a game? - Did you mean to ask about a person ("who") associated with jumping (e.g., a parachutist)? Let me know so I can provide a helpful response! 😊 Time: 6.710331 RAGFlow(user)> stream think chat with 'command-a-reasoning-08-2025@test3@cohere' message 'jumperwho' Thinking: , the user mentioned "jumperwho". Let me try to figure out what they're referring to. First, I'll check if it's a misspelling. "Jumper" could be a typo for "jumper" or maybe a username. Alternatively, it might be a combination of words like "jumper who",....... the best approach is to inform the user that I don't recognize the term and ask if they can provide more context or clarify what they mean by "jumperwho". That way, I can assist them better once I have more information. Answer: seems "jumperwho" isn't a widely recognized term, proper noun, or acronym in common usage. Could you provide more context or clarify what you mean by "jumperwho"? This will help me understand your question or request better! Time: 4.513596 RAGFlow(user)> embed text 'walkerwhat' 'jumperwho' with 'embed-v4.0@test3@cohere' dimension 16; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | embedding | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | [-0.016643638 -0.001957038 0.0055713872 0.009027058 0.05275187 -0.024542313 -0.044006906 0.024119169 0.0014192933 0.006558722 0.0019129605 -0.021016119 -0.026516981 -0.017489925 0.021298215 0.017772019 0.04569948 0.008886009 0.012059584 -0.0014721862 0.... | 0 | | [0.018778935 -0.0063459855 -0.0006839742 0.0046623563 0.0067668925 -0.018001877 -0.03963003 0.035744734 -0.014246088 -0.0020721585 -0.006313608 0.025124922 -0.010749322 0.01217393 -0.010231283 -0.025254432 0.021498645 -0.028880708 0.019167464 -0.0058279... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ RAGFlow(user)> rerank query 'what is rag' document 'rag is retrieval augment generation' 'rag need llm' 'famous rag project includes ragflow' with 'rerank-v4.0-pro@test@cohere' top 3; +-------+-----------------+ | index | relevance_score | +-------+-----------------+ | 0 | 0.91744334 | | 1 | 0.7458429 | | 2 | 0.68729424 | +-------+-----------------+ RAGFlow(user)> list supported models from 'cohere' 'test' +-------------------------------------+ | model_name | +-------------------------------------+ | c4ai-aya-expanse-32b | | c4ai-aya-vision-32b | | cohere-transcribe-03-2026 | | command-a-03-2025 | | command-a-reasoning-08-2025 | | command-a-translate-08-2025 | | command-a-vision-07-2025 | | command-r-08-2024 | | command-r-plus-08-2024 | | command-r7b-12-2024 | | command-r7b-arabic-02-2025 | | embed-english-light-v3.0 | | embed-english-light-v3.0-image | | embed-english-v3.0 | | embed-english-v3.0-image | | embed-multilingual-light-v3.0 | | embed-multilingual-light-v3.0-image | | embed-multilingual-v3.0 | | embed-multilingual-v3.0-image | | embed-v4.0 | +-------------------------------------+ RAGFlow(user)> check instance 'test' from 'cohere' SUCCESS # FishAudio RAGFlow(user)> list supported models from 'fishaudio' 'test' +----------------------------------------+ | model_name | +----------------------------------------+ | Valentino Narración Biblica Fer | | Super Smash Bros. 4/Ultimate Announcer | | Farid Dieck | | عصام الشوالي | | ALEX_CHIKNA | | Energetic Male | | voz de locutor k | | يي | | ELITE | | Mortal Kombat | +----------------------------------------+ RAGFlow(user)> show balance from 'fishaudio' 'test' +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | _id | created_at | credit | has_free_credit | has_phone_sha256 | updated_at | user_id | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ | 82ffec12cf984d88a30ec504d7909812 | 2026-05-09T07:52:16.119000Z | 0 | | false | 2026-05-09T07:52:16.119000Z | 2578ab1126804d6eaa630552400d7ff3 | +----------------------------------+-----------------------------+--------+-----------------+------------------+-----------------------------+----------------------------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring
2026-05-11 20:18:38 +08:00
if err != nil {
return nil, fmt.Errorf("failed to send request: %w", err)
}
defer resp.Body.Close()
body, err := io.ReadAll(resp.Body)
if err != nil {
return nil, fmt.Errorf("failed to read response body: %w", err)
}
if resp.StatusCode != http.StatusOK {
return nil, fmt.Errorf("Fish Audio balance API error: status %d, body: %s", resp.StatusCode, string(body))
}
var result map[string]interface{}
if err := json.Unmarshal(body, &result); err != nil {
return nil, fmt.Errorf("failed to parse response: %w", err)
}
return result, nil
}
func (f *FishAudioModel) CheckConnection(apiConfig *APIConfig) error {
_, err := f.ListModels(apiConfig)
return err
}
Go: add file parse command (#14892) ### What problem does this PR solve? ``` RAGFlow(user)> ocr with 'hunyuanocr@test@gitee' file './picture.png' +----------------------------------------------------------+ | text | +----------------------------------------------------------+ | 生活不是等待风暴过去,而是学会在雨中翩翩起舞。 ——佚名 | +----------------------------------------------------------+ RAGFlow(user)> list 'test@gitee' tasks; +---------+----------------------------------+ | status | task_id | +---------+----------------------------------+ | success | C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5 | +---------+----------------------------------+ RAGFlow(user)> show 'test@gitee' task 'C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5'; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | content | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | # PDF 1: Purpose of RAGFlow RAGFlow is an open source Retrieval-Augmented Generation (RAG) engine designed to turn raw documents into reliable context for large language models.Its purpose is to make it practical to build an Al assistant that can ans... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-05-15 12:29:52 +08:00
func (f *FishAudioModel) ListTasks(apiConfig *APIConfig) ([]ListTaskStatus, error) {
return nil, fmt.Errorf("%s, no such method", f.Name())
Go: add file parse command (#14892) ### What problem does this PR solve? ``` RAGFlow(user)> ocr with 'hunyuanocr@test@gitee' file './picture.png' +----------------------------------------------------------+ | text | +----------------------------------------------------------+ | 生活不是等待风暴过去,而是学会在雨中翩翩起舞。 ——佚名 | +----------------------------------------------------------+ RAGFlow(user)> list 'test@gitee' tasks; +---------+----------------------------------+ | status | task_id | +---------+----------------------------------+ | success | C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5 | +---------+----------------------------------+ RAGFlow(user)> show 'test@gitee' task 'C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5'; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | content | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | # PDF 1: Purpose of RAGFlow RAGFlow is an open source Retrieval-Augmented Generation (RAG) engine designed to turn raw documents into reliable context for large language models.Its purpose is to make it practical to build an Al assistant that can ans... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-05-15 12:29:52 +08:00
}
func (f *FishAudioModel) ShowTask(taskID string, apiConfig *APIConfig) (*TaskResponse, error) {
return nil, fmt.Errorf("%s, no such method", f.Name())
Go: add file parse command (#14892) ### What problem does this PR solve? ``` RAGFlow(user)> ocr with 'hunyuanocr@test@gitee' file './picture.png' +----------------------------------------------------------+ | text | +----------------------------------------------------------+ | 生活不是等待风暴过去,而是学会在雨中翩翩起舞。 ——佚名 | +----------------------------------------------------------+ RAGFlow(user)> list 'test@gitee' tasks; +---------+----------------------------------+ | status | task_id | +---------+----------------------------------+ | success | C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5 | +---------+----------------------------------+ RAGFlow(user)> show 'test@gitee' task 'C3FX4MQNKY5MGC6ZFMIXIAMJKHCEBQB5'; +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | content | index | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ | # PDF 1: Purpose of RAGFlow RAGFlow is an open source Retrieval-Augmented Generation (RAG) engine designed to turn raw documents into reliable context for large language models.Its purpose is to make it practical to build an Al assistant that can ans... | 1 | +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-05-15 12:29:52 +08:00
}