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ragflow/internal/cli/common_command.go

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Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
//
// 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.
//
package cli
import (
"bufio"
"encoding/json"
"fmt"
"os"
"strings"
"golang.org/x/term"
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
)
// LoginUserInteractive performs interactive login with username and password
func (c *RAGFlowClient) LoginUserInteractive(username, password string) error {
// First, ping the server to check if it's available
// For admin mode, use /admin/ping with useAPIBase=true
// For user mode, use /system/ping with useAPIBase=false
var pingPath string
if c.ServerType == "admin" {
pingPath = "/admin/ping"
} else {
pingPath = "/system/ping"
}
resp, err := c.HTTPClient.Request("GET", pingPath, "web", nil, nil)
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
if err != nil {
fmt.Printf("Error: %v\n", err)
fmt.Println("Can't access server for login (connection failed)")
return err
}
if resp.StatusCode != 200 {
fmt.Println("Server is down")
return fmt.Errorf("server is down")
}
// Check response - admin returns JSON with message "pong", user returns plain "pong"
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
resJSON, err := resp.JSON()
if err == nil {
// Admin mode returns {"code":0,"message":"pong"}
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
if msg, ok := resJSON["message"].(string); !ok || msg != "pong" {
fmt.Println("Server is down")
return fmt.Errorf("server is down")
}
} else {
// User mode returns plain "pong"
if string(resp.Body) != "pong" {
fmt.Println("Server is down")
return fmt.Errorf("server is down")
}
}
// If password is not provided, prompt for it
if password == "" {
fmt.Printf("password for %s: ", username)
var err error
password, err = ReadPassword()
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
if err != nil {
return fmt.Errorf("failed to read password: %w", err)
}
password = strings.TrimSpace(password)
}
// Login
token, err := c.loginUser(username, password)
if err != nil {
fmt.Printf("Error: %v\n", err)
fmt.Println("Can't access server for login (connection failed)")
return err
}
c.HTTPClient.LoginToken = token
fmt.Printf("Login user %s successfully\n", username)
return nil
}
// LoginUser performs user login
func (c *RAGFlowClient) LoginUser(cmd *Command) error {
// First, ping the server to check if it's available
// For admin mode, use /admin/ping with useAPIBase=true
// For user mode, use /system/ping with useAPIBase=false
var pingPath string
if c.ServerType == "admin" {
pingPath = "/admin/ping"
} else {
pingPath = "/system/ping"
}
resp, err := c.HTTPClient.Request("GET", pingPath, "web", nil, nil)
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
if err != nil {
fmt.Printf("Error: %v\n", err)
fmt.Println("Can't access server for login (connection failed)")
return err
}
if resp.StatusCode != 200 {
fmt.Println("Server is down")
return fmt.Errorf("server is down")
}
// Check response - admin returns JSON with message "pong", user returns plain "pong"
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
resJSON, err := resp.JSON()
if err == nil {
// Admin mode returns {"code":0,"message":"pong"}
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
if msg, ok := resJSON["message"].(string); !ok || msg != "pong" {
fmt.Println("Server is down")
return fmt.Errorf("server is down")
}
} else {
// User mode returns plain "pong"
if string(resp.Body) != "pong" {
fmt.Println("Server is down")
return fmt.Errorf("server is down")
}
}
email, ok := cmd.Params["email"].(string)
if !ok {
return fmt.Errorf("email not provided")
}
password, ok := cmd.Params["password"].(string)
if !ok {
// Get password from user input (hidden)
fmt.Printf("password for %s: ", email)
password, err = ReadPassword()
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
if err != nil {
return fmt.Errorf("failed to read password: %w", err)
}
password = strings.TrimSpace(password)
}
// Login
token, err := c.loginUser(email, password)
if err != nil {
fmt.Printf("Error: %v\n", err)
fmt.Println("Can't access server for login (connection failed)")
return err
}
c.HTTPClient.LoginToken = token
fmt.Printf("Login user %s successfully\n", email)
return nil
}
// loginUser performs the actual login request
func (c *RAGFlowClient) loginUser(email, password string) (string, error) {
// Encrypt password using scrypt (same as Python implementation)
encryptedPassword, err := EncryptPassword(password)
if err != nil {
return "", fmt.Errorf("failed to encrypt password: %w", err)
}
payload := map[string]interface{}{
"email": email,
"password": encryptedPassword,
}
var path string
if c.ServerType == "admin" {
path = "/admin/login"
} else {
path = "/auth/login"
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
}
resp, err := c.HTTPClient.Request("POST", path, "", nil, payload)
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
if err != nil {
return "", err
}
var result SimpleResponse
if err = json.Unmarshal(resp.Body, &result); err != nil {
return "", fmt.Errorf("login failed: invalid JSON (%w)", err)
}
if result.Code != 0 {
return "", fmt.Errorf("login failed: %s", result.Message)
}
token := resp.Headers.Get("Authorization")
if token == "" {
return "", fmt.Errorf("login failed: missing Authorization header")
}
return token, nil
}
func (c *RAGFlowClient) Logout() (ResponseIf, error) {
if c.HTTPClient.LoginToken == "" {
return nil, fmt.Errorf("not logged in")
}
var path string
if c.ServerType == "admin" {
path = "/admin/logout"
} else {
path = "/auth/logout"
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
}
resp, err := c.HTTPClient.Request("POST", path, "web", nil, nil)
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
if err != nil {
return nil, err
}
var result SimpleResponse
if err = json.Unmarshal(resp.Body, &result); err != nil {
return nil, fmt.Errorf("login failed: invalid JSON (%w)", err)
}
if result.Code != 0 {
return nil, fmt.Errorf("login failed: %s", result.Message)
}
return &result, nil
}
func (c *RAGFlowClient) ListAvailableProviders(cmd *Command) (ResponseIf, error) {
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
var endPoint string
if c.ServerType == "admin" {
endPoint = fmt.Sprintf("/admin/providers?available=true")
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
} else {
endPoint = fmt.Sprintf("/providers?available=true")
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
}
resp, err := c.HTTPClient.Request("GET", endPoint, "web", nil, nil)
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
if err != nil {
return nil, fmt.Errorf("failed to list providers: %w", err)
}
if resp.StatusCode != 200 {
return nil, fmt.Errorf("failed to list providers: HTTP %d, body: %s", resp.StatusCode, string(resp.Body))
}
var result CommonResponse
if err = json.Unmarshal(resp.Body, &result); err != nil {
return nil, fmt.Errorf("failed to list providers: invalid JSON (%w)", err)
}
if result.Code != 0 {
return nil, fmt.Errorf("%s", result.Message)
}
result.Duration = resp.Duration
return &result, nil
}
func (c *RAGFlowClient) ShowProvider(cmd *Command) (ResponseIf, error) {
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
providerName, ok := cmd.Params["provider_name"].(string)
if !ok {
return nil, fmt.Errorf("provider_name not provided")
}
var endPoint string
if c.ServerType == "admin" {
endPoint = fmt.Sprintf("/admin/providers/%s", providerName)
} else {
endPoint = fmt.Sprintf("/providers/%s", providerName)
}
resp, err := c.HTTPClient.Request("GET", endPoint, "web", nil, nil)
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
if err != nil {
return nil, fmt.Errorf("failed to show provider: %w", err)
}
if resp.StatusCode != 200 {
return nil, fmt.Errorf("failed to show provider: HTTP %d, body: %s", resp.StatusCode, string(resp.Body))
}
var result CommonDataResponse
if err = json.Unmarshal(resp.Body, &result); err != nil {
return nil, fmt.Errorf("failed to show provider: invalid JSON (%w)", err)
}
if result.Code != 0 {
return nil, fmt.Errorf("%s", result.Message)
}
result.Duration = resp.Duration
return &result, nil
}
func (c *RAGFlowClient) ListModels(cmd *Command) (ResponseIf, error) {
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
providerName, ok := cmd.Params["provider_name"].(string)
if !ok {
return nil, fmt.Errorf("provider_name not provided")
}
var endPoint string
if c.ServerType == "admin" {
endPoint = fmt.Sprintf("/admin/providers/%s/models", providerName)
} else {
endPoint = fmt.Sprintf("/providers/%s/models", providerName)
}
resp, err := c.HTTPClient.Request("GET", endPoint, "web", nil, nil)
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
if err != nil {
return nil, fmt.Errorf("failed to list models: %w", err)
}
if resp.StatusCode != 200 {
return nil, fmt.Errorf("failed to list models: HTTP %d, body: %s", resp.StatusCode, string(resp.Body))
}
var result CommonResponse
if err = json.Unmarshal(resp.Body, &result); err != nil {
return nil, fmt.Errorf("failed to list models: invalid JSON (%w)", err)
}
if result.Code != 0 {
return nil, fmt.Errorf("%s", result.Message)
}
result.Duration = resp.Duration
return &result, nil
}
func (c *RAGFlowClient) ListSupportedModels(cmd *Command) (ResponseIf, error) {
providerName, ok := cmd.Params["provider_name"].(string)
if !ok {
return nil, fmt.Errorf("provider_name not provided")
}
instanceName, ok := cmd.Params["instance_name"].(string)
if !ok {
return nil, fmt.Errorf("instance_name not provided")
}
var endPoint string
if c.ServerType == "admin" {
endPoint = fmt.Sprintf("/admin/providers/%s/instances/%s/models?supported=true", providerName, instanceName)
} else {
endPoint = fmt.Sprintf("/providers/%s/instances/%s/models?supported=true", providerName, instanceName)
}
resp, err := c.HTTPClient.Request("GET", endPoint, "web", nil, nil)
if err != nil {
return nil, fmt.Errorf("failed to list models: %w", err)
}
if resp.StatusCode != 200 {
return nil, fmt.Errorf("failed to list models: HTTP %d, body: %s", resp.StatusCode, string(resp.Body))
}
var result CommonResponse
if err = json.Unmarshal(resp.Body, &result); err != nil {
return nil, fmt.Errorf("failed to list models: invalid JSON (%w)", err)
}
if result.Code != 0 {
return nil, fmt.Errorf("%s", result.Message)
}
result.Duration = resp.Duration
return &result, nil
}
Go: new CLI command, list all models and show model (#15786) ### What problem does this PR solve? ``` RAGFlow(user)> list models; +---------------------------+------------+-------------+--------------------+---------------------------------------------+ | alias | max_tokens | model_types | name | thinking | +---------------------------+------------+-------------+--------------------+---------------------------------------------+ | | 1048576 | [chat] | deepseek-v4-flash | map[clear_thinking:true default_value:true] | | | 1048576 | [chat] | deepseek-v4-pro | map[clear_thinking:true default_value:true] | | | 1024000 | [chat] | minimax-m3 | map[clear_thinking:true default_value:true] | | | 64000 | [vision] | glm-4.5v | map[clear_thinking:true default_value:true] | | [baai/bge-m3] | 8192 | [embedding] | bge-m3 | | | [baai/bge-reranker-v2-m3] | 1024 | [rerank] | bge-reranker-v2-m3 | | | | | [tts] | step-audio-tts-3b | | | [qwen/qwen3-asr-1.7b] | | [asr] | qwen3-asr-1.7b | | | [paddleocr-vl-1.5] | | [ocr] | paddleocr-vl-0.9b | | +---------------------------+------------+-------------+--------------------+---------------------------------------------+ RAGFlow(user)> show model 'minimax-m3'; +--------------+---------------------------------------------+ | field | value | +--------------+---------------------------------------------+ | name | minimax-m3 | | max_tokens | 1024000 | | model_types | [chat] | | thinking | map[clear_thinking:true default_value:true] | | class | | | alias | | | ModelTypeMap | | +--------------+---------------------------------------------+ RAGFlow(user)> show model 'baai/bge-m3'; +--------------+---------------+ | field | value | +--------------+---------------+ | model_types | [embedding] | | thinking | | | class | | | alias | [baai/bge-m3] | | ModelTypeMap | | | name | bge-m3 | | max_tokens | 8192 | +--------------+---------------+ ``` --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-06-08 21:38:15 +08:00
func (c *RAGFlowClient) ShowProviderModel(cmd *Command) (ResponseIf, error) {
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
providerName, ok := cmd.Params["provider_name"].(string)
if !ok {
return nil, fmt.Errorf("provider_name not provided")
}
modelName, ok := cmd.Params["model_name"].(string)
if !ok {
return nil, fmt.Errorf("model_name not provided")
}
var endPoint string
if c.ServerType == "admin" {
endPoint = fmt.Sprintf("/admin/providers/%s/models/%s", providerName, modelName)
} else {
endPoint = fmt.Sprintf("/providers/%s/models/%s", providerName, modelName)
}
resp, err := c.HTTPClient.Request("GET", endPoint, "web", nil, nil)
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
if err != nil {
return nil, fmt.Errorf("failed to show model: %w", err)
}
if resp.StatusCode != 200 {
return nil, fmt.Errorf("failed to show model: HTTP %d, body: %s", resp.StatusCode, string(resp.Body))
}
var result CommonDataResponse
if err = json.Unmarshal(resp.Body, &result); err != nil {
return nil, fmt.Errorf("failed to show model: invalid JSON (%w)", err)
}
if result.Code != 0 {
return nil, fmt.Errorf("%s", result.Message)
}
result.Duration = resp.Duration
return &result, nil
}
func (c *RAGFlowClient) SetDefaultModel(cmd *Command) (ResponseIf, error) {
modelType, ok := cmd.Params["model_type"].(string)
if !ok {
return nil, fmt.Errorf("model_type not provided")
}
compositeModelName, ok := cmd.Params["composite_model_name"].(string)
if !ok {
return nil, fmt.Errorf("model_name not provided")
}
var providerName, instanceName, modelName string
names := strings.Split(compositeModelName, "/")
if len(names) != 3 {
return nil, fmt.Errorf("model name must be in format 'provider/instance/model'")
}
providerName = names[0]
instanceName = names[1]
modelName = names[2]
payload := map[string]interface{}{
"model_type": modelType,
"model_provider": providerName,
"model_instance": instanceName,
"model_name": modelName,
}
resp, err := c.HTTPClient.Request("PATCH", "/models", "web", nil, payload)
if err != nil {
return nil, fmt.Errorf("failed to set default model: %w", err)
}
if resp.StatusCode != 200 {
return nil, fmt.Errorf("failed to set default model: HTTP %d, body: %s", resp.StatusCode, string(resp.Body))
}
var result SimpleResponse
if err = json.Unmarshal(resp.Body, &result); err != nil {
return nil, fmt.Errorf("failed to set default model: invalid JSON (%w)", err)
}
if result.Code != 0 {
return nil, fmt.Errorf("%s", result.Message)
}
result.Duration = resp.Duration
return &result, nil
}
func (c *RAGFlowClient) ResetDefaultModel(cmd *Command) (ResponseIf, error) {
modelType, ok := cmd.Params["model_type"].(string)
if !ok {
return nil, fmt.Errorf("model_type not provided")
}
payload := map[string]interface{}{
"model_type": modelType,
}
resp, err := c.HTTPClient.Request("PATCH", "/models", "web", nil, payload)
if err != nil {
return nil, fmt.Errorf("failed to reset default model: %w", err)
}
if resp.StatusCode != 200 {
return nil, fmt.Errorf("failed to reset default model: HTTP %d, body: %s", resp.StatusCode, string(resp.Body))
}
var result SimpleResponse
if err = json.Unmarshal(resp.Body, &result); err != nil {
return nil, fmt.Errorf("failed to reset default model: invalid JSON (%w)", err)
}
if result.Code != 0 {
return nil, fmt.Errorf("%s", result.Message)
}
result.Duration = resp.Duration
return &result, nil
}
func (c *RAGFlowClient) ListDefaultModels(cmd *Command) (ResponseIf, error) {
resp, err := c.HTTPClient.Request("GET", "/models", "web", nil, nil)
if err != nil {
return nil, fmt.Errorf("failed to list default models: %w", err)
}
if resp.StatusCode != 200 {
return nil, fmt.Errorf("failed to list default models: HTTP %d, body: %s", resp.StatusCode, string(resp.Body))
}
var result CommonResponse
if err = json.Unmarshal(resp.Body, &result); err != nil {
return nil, fmt.Errorf("failed to list default models: invalid JSON (%w)", err)
}
if result.Code != 0 {
return nil, fmt.Errorf("%s", result.Message)
}
result.Duration = resp.Duration
return &result, nil
}
Go: new CLI command, list all models and show model (#15786) ### What problem does this PR solve? ``` RAGFlow(user)> list models; +---------------------------+------------+-------------+--------------------+---------------------------------------------+ | alias | max_tokens | model_types | name | thinking | +---------------------------+------------+-------------+--------------------+---------------------------------------------+ | | 1048576 | [chat] | deepseek-v4-flash | map[clear_thinking:true default_value:true] | | | 1048576 | [chat] | deepseek-v4-pro | map[clear_thinking:true default_value:true] | | | 1024000 | [chat] | minimax-m3 | map[clear_thinking:true default_value:true] | | | 64000 | [vision] | glm-4.5v | map[clear_thinking:true default_value:true] | | [baai/bge-m3] | 8192 | [embedding] | bge-m3 | | | [baai/bge-reranker-v2-m3] | 1024 | [rerank] | bge-reranker-v2-m3 | | | | | [tts] | step-audio-tts-3b | | | [qwen/qwen3-asr-1.7b] | | [asr] | qwen3-asr-1.7b | | | [paddleocr-vl-1.5] | | [ocr] | paddleocr-vl-0.9b | | +---------------------------+------------+-------------+--------------------+---------------------------------------------+ RAGFlow(user)> show model 'minimax-m3'; +--------------+---------------------------------------------+ | field | value | +--------------+---------------------------------------------+ | name | minimax-m3 | | max_tokens | 1024000 | | model_types | [chat] | | thinking | map[clear_thinking:true default_value:true] | | class | | | alias | | | ModelTypeMap | | +--------------+---------------------------------------------+ RAGFlow(user)> show model 'baai/bge-m3'; +--------------+---------------+ | field | value | +--------------+---------------+ | model_types | [embedding] | | thinking | | | class | | | alias | [baai/bge-m3] | | ModelTypeMap | | | name | bge-m3 | | max_tokens | 8192 | +--------------+---------------+ ``` --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-06-08 21:38:15 +08:00
func (c *RAGFlowClient) ListAllModels(cmd *Command) (ResponseIf, error) {
page, ok := cmd.Params["page"].(int)
if !ok {
page = 0
}
pageSize, ok := cmd.Params["page_size"].(int)
if !ok {
pageSize = 0
}
payload := map[string]interface{}{
"page": page,
"page_size": pageSize,
}
resp, err := c.HTTPClient.Request("GET", "/all-models", "web", nil, payload)
if err != nil {
return nil, fmt.Errorf("failed to list all models: %w", err)
}
if resp.StatusCode != 200 {
return nil, fmt.Errorf("failed to list all models: HTTP %d, body: %s", resp.StatusCode, string(resp.Body))
}
var result CommonResponse
if err = json.Unmarshal(resp.Body, &result); err != nil {
return nil, fmt.Errorf("failed to list all models: invalid JSON (%w)", err)
}
if result.Code != 0 {
return nil, fmt.Errorf("%s", result.Message)
}
result.Duration = resp.Duration
return &result, nil
}
func (c *RAGFlowClient) ShowModel(cmd *Command) (ResponseIf, error) {
modelName, ok := cmd.Params["model_name"].(string)
if !ok {
return nil, fmt.Errorf("model_name not provided")
}
payload := map[string]interface{}{
"model_name": modelName,
}
resp, err := c.HTTPClient.Request("GET", "/all-models", "web", nil, payload)
if err != nil {
return nil, fmt.Errorf("failed to show model: %w", err)
}
if resp.StatusCode != 200 {
return nil, fmt.Errorf("failed to show model: HTTP %d, body: %s", resp.StatusCode, string(resp.Body))
}
var result CommonDataResponse
if err = json.Unmarshal(resp.Body, &result); err != nil {
return nil, fmt.Errorf("failed to show model: invalid JSON (%w)", err)
}
if result.Code != 0 {
return nil, fmt.Errorf("%s", result.Message)
}
result.Duration = resp.Duration
return &result, nil
}
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
// readPassword reads password from terminal without echoing
func ReadPassword() (string, error) {
if !term.IsTerminal(int(os.Stdin.Fd())) {
return ReadPasswordFallback()
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
}
fmt.Print("Password: ")
passwordBytes, err := term.ReadPassword(int(os.Stdin.Fd()))
fmt.Println()
if err != nil {
return "", err
}
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
return strings.TrimSpace(string(passwordBytes)), nil
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
}
// readPasswordFallback reads password as plain text (fallback mode)
func ReadPasswordFallback() (string, error) {
fmt.Print("Password (will be visible): ")
Refactor Go server model provider reading and access (#13831) ### What problem does this PR solve? 1. Refactor model provider json file format 2. Use memory data structure to replace database 3. Add CLI command to access ``` RAGFlow(user)> list pool models from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ | map[] | 256000 | [llm] | grok-4 | | map[] | 131072 | [llm] | grok-3 | | map[] | 131072 | [llm] | grok-3-fast | | map[] | 131072 | [llm] | grok-3-mini | | map[] | 131072 | [llm] | grok-3-mini-mini-fast | | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+-----------------------+ RAGFlow(user)> show pool model 'grok-2-vision' from 'xai'; +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | features | max_tokens | model_types | name | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ | map[multimodal:map[enabled:true input_modalities:[image] output_modalities:[text]]] | 32768 | [vlm] | grok-2-vision | +-------------------------------------------------------------------------------------+------------+-------------+---------------+ RAGFlow(user)> list pool providers; +--------+------------------------------------------------------------+---------------------------+ | name | tags | url | +--------+------------------------------------------------------------+---------------------------+ | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | https://api.openai.com/v1 | | xAI | LLM | https://api.x.ai/v1 | +--------+------------------------------------------------------------+---------------------------+ RAGFlow(user)> show pool provider 'openai'; +---------------------------+--------+------------------------------------------------------------+--------------+ | base_url | name | tags | total_models | +---------------------------+--------+------------------------------------------------------------+--------------+ | https://api.openai.com/v1 | OpenAI | LLM,TEXT EMBEDDING,TTS,TEXT RE-RANK,SPEECH2TEXT,MODERATION | 27 | +---------------------------+--------+------------------------------------------------------------+--------------+ ``` ### Type of change - [x] New Feature (non-breaking change which adds functionality) - [x] Refactoring --------- Signed-off-by: Jin Hai <haijin.chn@gmail.com>
2026-03-30 12:00:49 +08:00
reader := bufio.NewReader(os.Stdin)
password, err := reader.ReadString('\n')
if err != nil {
return "", err
}
return strings.TrimSpace(password), nil
}
// FlattenMap recursively flattens a nested map into dot-notation keys
func FlattenMap(data map[string]interface{}, prefix string, result *[]map[string]interface{}) {
for key, value := range data {
// Build the current key path
currentKey := key
if prefix != "" {
currentKey = prefix + "." + key
}
// Check if the value is another nested map
if nestedMap, ok := value.(map[string]interface{}); ok {
// Recursively process the nested map
FlattenMap(nestedMap, currentKey, result)
} else {
// Leaf node: append to result slice
resultItem := map[string]interface{}{
"key": currentKey,
"value": value,
}
*result = append(*result, resultItem)
}
}
}