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
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{
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"name": "OpenAI",
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2026-04-20 15:31:12 +08:00
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"url": {
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"default": "https://api.openai.com/v1"
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},
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2026-04-02 20:20:35 +08:00
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"url_suffix": {
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"chat": "chat/completions"
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},
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2026-04-28 16:05:15 +08:00
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"class": "gpt",
|
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
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"models": [
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{
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"name": "gpt-5.2-pro",
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"max_tokens": 400000,
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"model_types": [
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2026-04-20 15:31:12 +08:00
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"chat",
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"vision"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
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},
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{
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"name": "gpt-5.2",
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"max_tokens": 400000,
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"model_types": [
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2026-04-20 15:31:12 +08:00
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"chat",
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"vision"
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2026-04-23 10:16:20 +08:00
|
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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
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},
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{
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"name": "gpt-5.1",
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"max_tokens": 400000,
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"model_types": [
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2026-04-20 15:31:12 +08:00
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"chat",
|
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|
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"vision"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
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},
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{
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"name": "gpt-5.1-chat-latest",
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"max_tokens": 400000,
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"model_types": [
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2026-04-20 15:31:12 +08:00
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"chat",
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"vision"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
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},
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{
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"name": "gpt-5",
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"max_tokens": 400000,
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"model_types": [
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2026-04-20 15:31:12 +08:00
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"chat",
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"vision"
|
2026-04-23 10:16:20 +08:00
|
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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
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},
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{
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"name": "gpt-5-mini",
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"max_tokens": 400000,
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"model_types": [
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2026-04-20 15:31:12 +08:00
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"chat",
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"vision"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
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},
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{
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"name": "gpt-5-nano",
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"max_tokens": 400000,
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"model_types": [
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2026-04-20 15:31:12 +08:00
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"chat",
|
|
|
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"vision"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
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},
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{
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"name": "gpt-5-chat-latest",
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"max_tokens": 400000,
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"model_types": [
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2026-04-20 15:31:12 +08:00
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"chat",
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"vision"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "gpt-4.1",
|
|
|
|
|
"max_tokens": 1047576,
|
|
|
|
|
"model_types": [
|
2026-04-20 15:31:12 +08:00
|
|
|
"chat",
|
|
|
|
|
"vision"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "gpt-4.1-mini",
|
|
|
|
|
"max_tokens": 1047576,
|
|
|
|
|
"model_types": [
|
2026-04-20 15:31:12 +08:00
|
|
|
"chat",
|
|
|
|
|
"vision"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "gpt-4.1-nano",
|
|
|
|
|
"max_tokens": 1047576,
|
|
|
|
|
"model_types": [
|
2026-04-20 15:31:12 +08:00
|
|
|
"chat",
|
|
|
|
|
"vision"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "gpt-4.5-preview",
|
|
|
|
|
"max_tokens": 128000,
|
|
|
|
|
"model_types": [
|
2026-04-20 15:31:12 +08:00
|
|
|
"chat"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "gpt-4o-mini",
|
|
|
|
|
"max_tokens": 128000,
|
|
|
|
|
"model_types": [
|
2026-04-20 15:31:12 +08:00
|
|
|
"chat",
|
|
|
|
|
"vision"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "gpt-4o",
|
|
|
|
|
"max_tokens": 128000,
|
|
|
|
|
"model_types": [
|
2026-04-20 15:31:12 +08:00
|
|
|
"chat",
|
|
|
|
|
"vision"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "gpt-3.5-turbo",
|
|
|
|
|
"max_tokens": 4096,
|
|
|
|
|
"model_types": [
|
2026-04-20 15:31:12 +08:00
|
|
|
"chat"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "gpt-3.5-turbo-16k-0613",
|
|
|
|
|
"max_tokens": 16385,
|
|
|
|
|
"model_types": [
|
2026-04-20 15:31:12 +08:00
|
|
|
"chat"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "text-embedding-ada-002",
|
|
|
|
|
"max_tokens": 8191,
|
|
|
|
|
"model_types": [
|
|
|
|
|
"embedding"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "text-embedding-3-small",
|
|
|
|
|
"max_tokens": 8191,
|
|
|
|
|
"model_types": [
|
|
|
|
|
"embedding"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "text-embedding-3-large",
|
|
|
|
|
"max_tokens": 8191,
|
|
|
|
|
"model_types": [
|
|
|
|
|
"embedding"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "whisper-1",
|
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|
|
|
"max_tokens": 26214400,
|
|
|
|
|
"model_types": [
|
2026-04-20 15:31:12 +08:00
|
|
|
"asr"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "gpt-4",
|
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|
|
|
"max_tokens": 8191,
|
|
|
|
|
"model_types": [
|
2026-04-20 15:31:12 +08:00
|
|
|
"chat"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "gpt-4-turbo",
|
|
|
|
|
"max_tokens": 8191,
|
|
|
|
|
"model_types": [
|
2026-04-20 15:31:12 +08:00
|
|
|
"chat"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "gpt-4-32k",
|
|
|
|
|
"max_tokens": 32768,
|
|
|
|
|
"model_types": [
|
2026-04-20 15:31:12 +08:00
|
|
|
"chat"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "tts-1",
|
|
|
|
|
"max_tokens": 2048,
|
|
|
|
|
"model_types": [
|
|
|
|
|
"tts"
|
2026-04-23 10:16:20 +08:00
|
|
|
]
|
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
|
|
|
}
|
|
|
|
|
]
|
|
|
|
|
}
|