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### Summary Adds FunASR as a self-hosted speech-to-text provider through its OpenAI-compatible `/v1/audio/transcriptions` endpoint. This is a focused replacement for #15526 by @Rene0422 and relates to #15448. The unrelated Markdown parser changes from the previous branch are intentionally removed so this PR contains only the FunASR provider integration. - register FunASR as a `SPEECH2TEXT` factory; - add `FunASRSeq2txt` with `sensevoice` and `http://localhost:8000/v1` defaults, an optional API key, URL normalization, and inherited transcription handling; - wire FunASR into the current local-provider schema with a prefilled local URL and official documentation link; - discover the server's `/v1/models` dynamically and expose every returned model as speech-to-text in the model picker; - use RAGFlow's existing default provider icon fallback instead of referencing a missing `funasr` asset; - list FunASR in the supported-provider documentation; - add focused backend and frontend regression tests. ### Validation - focused backend pytest suite -> `7 passed` - real CPU `funasr-server` + RAGFlow provider smoke test -> discovered `fun-asr-nano`, `sensevoice`, and `paraformer`; transcribed a real WAV as `我现在在录一段测试音频` (`10` tokens, `0.504s`) - `ruff check` and `ruff format --check` on the changed Python files - `python3 -m py_compile` on the provider and its test - JSON parse and a semantic assertion for exactly one enabled FunASR `SPEECH2TEXT` factory - focused frontend Jest test -> `2 passed` - ESLint and Prettier on all changed TypeScript files - `npm run build` -> production build succeeded (`14,181` modules transformed) - `git diff --check` ### Deployment Run FunASR separately and point the RAGFlow provider at it: ```bash pip install funasr funasr-server --device cuda --model sensevoice ``` The API key remains optional because the stock local server does not require authentication. A key can still be supplied when the endpoint is protected by a gateway. --------- Signed-off-by: LauraGPT <LauraGPT@users.noreply.github.com> Co-authored-by: LauraGPT <LauraGPT@users.noreply.github.com>
56 lines
1.9 KiB
Python
56 lines
1.9 KiB
Python
#
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# Copyright 2026 The InfiniFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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import pytest
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from common.constants import LLMType
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from rag.llm.model_meta import FunASR
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pytestmark = pytest.mark.p2
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def test_funasr_formats_server_models_as_speech_to_text():
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provider = FunASR(api_key="", base_url="http://localhost:8000/v1")
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models = provider._format_model_list(
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{
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"object": "list",
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"data": [
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{"id": "fun-asr-nano", "object": "model"},
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{"id": "sensevoice", "object": "model"},
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{"object": "model"},
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],
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}
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)
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assert models == [
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{"name": "fun-asr-nano", "model_types": [LLMType.ASR.value], "features": [], "max_tokens": 8192},
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{"name": "sensevoice", "model_types": [LLMType.ASR.value], "features": [], "max_tokens": 8192},
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]
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def test_funasr_rejects_malformed_model_lists():
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provider = FunASR(api_key="", base_url="http://localhost:8000/v1")
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assert provider._format_model_list({}) == []
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assert provider._format_model_list({"data": "sensevoice"}) == []
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def test_funasr_uses_openai_compatible_models_endpoint():
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assert FunASR(api_key="", base_url="http://localhost:8000/v1")._get_model_list_url() == "http://localhost:8000/v1/models"
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assert FunASR(api_key="", base_url="http://localhost:8000")._get_model_list_url() == "http://localhost:8000/v1/models"
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