youngkingdom/ragflow
1
0
Fork 0
mirror of https://github.com/infiniflow/ragflow.git synced 2026-05-28 19:53:06 +08:00
Code Issues Packages Projects Releases Wiki Activity
Files
b2bf9155edf1bc5b4b42e1013401a7d828b2d6f7
ragflow/docs/guides/models/supported_models.mdx
FuturMix 2548c28d65 feat: add FuturMix as model provider (#14419) 
## Summary

Add [FuturMix](https://futurmix.ai) as a new model provider. FuturMix is
an OpenAI-compatible unified AI gateway that provides access to 22+
models (GPT, Claude, Gemini, DeepSeek, and more) through a single API
endpoint and key.

- **API Base**: `https://futurmix.ai/v1` (OpenAI-compatible)
- **Supported capabilities**: Chat, Embedding, Image2Text, TTS,
Speech2Text, Rerank

### Changes

| File | Change |
|------|--------|
| `rag/llm/__init__.py` | Add `FuturMix` to `SupportedLiteLLMProvider`
enum, `FACTORY_DEFAULT_BASE_URL`, and `LITELLM_PROVIDER_PREFIX` |
| `rag/llm/chat_model.py` | Add `FuturMixChat(Base)` — follows
Astraflow/Avian pattern |
| `rag/llm/embedding_model.py` | Add `FuturMixEmbed(OpenAIEmbed)` —
follows Astraflow pattern |
| `rag/llm/cv_model.py` | Add `FuturMixCV(GptV4)` — follows
SILICONFLOW/OpenRouter pattern |
| `rag/llm/tts_model.py` | Add `FuturMixTTS(OpenAITTS)` — follows
CometAPI/DeerAPI pattern |
| `rag/llm/sequence2txt_model.py` | Add `FuturMixSeq2txt(GPTSeq2txt)` —
follows StepFun pattern |
| `rag/llm/rerank_model.py` | Add `FuturMixRerank(OpenAI_APIRerank)` |
| `conf/llm_factories.json` | Add factory config with 8 chat, 2
embedding, 1 image2text, 2 TTS, 1 speech2text models |
| `docs/guides/models/supported_models.mdx` | Add FuturMix to supported
models table |

### Models included

- **Chat**: claude-sonnet-4-20250514, claude-3.5-haiku, gpt-4o,
gpt-4o-mini, gemini-2.5-flash, gemini-2.0-flash, deepseek-chat,
deepseek-reasoner
- **Embedding**: text-embedding-3-small, text-embedding-3-large
- **Image2Text**: gpt-4o
- **TTS**: tts-1, tts-1-hd
- **Speech2Text**: whisper-1

## Test plan

- [ ] Verify FuturMix appears in the model provider list in RAGFlow UI
- [ ] Configure FuturMix with API key and test chat completion
- [ ] Test embedding model with document indexing
- [ ] Test image2text with a sample image

🤖 Generated with [Claude Code](https://claude.com/claude-code)

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-04-30 10:59:37 +08:00

100 lines
11 KiB
Plaintext
Raw Blame History

---
sidebar_position: 3
slug: /supported_models
sidebar_custom_props: {
categoryIcon: LucideBox
}
---
# Supported models
import APITable from '@site/src/components/APITable';
A complete list of models supported by RAGFlow, which will continue to expand.
```mdx-code-block
<APITable>
```
| Provider | LLM | Image2Text | Speech2text | TTS | Embedding | Rerank | OCR |
| --------------------- | ------------------ | ------------------ | ------------------ | ------------------ | ------------------ | ------------------ | ------------------ |
| Anthropic | :heavy_check_mark: | | | | | | |
| Astraflow | :heavy_check_mark: | | | | :heavy_check_mark: | | |
| Astraflow-CN | :heavy_check_mark: | | | | :heavy_check_mark: | | |
| Avian | :heavy_check_mark: | | | | | | |
| Azure-OpenAI | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | | :heavy_check_mark: | | |
| BaiChuan | :heavy_check_mark: | | | | :heavy_check_mark: | | |
| BaiduYiyan | :heavy_check_mark: | :heavy_check_mark: | | | :heavy_check_mark: | :heavy_check_mark: | |
| Bedrock | :heavy_check_mark: | | | | :heavy_check_mark: | | |
| Cohere | :heavy_check_mark: | :heavy_check_mark: | | | :heavy_check_mark: | :heavy_check_mark: | |
| DeepSeek | :heavy_check_mark: | | | | | | |
| Fish Audio | | | | :heavy_check_mark: | | | |
| FuturMix | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | |
| Gemini | :heavy_check_mark: | :heavy_check_mark: | | | :heavy_check_mark: | | |
| Google Cloud | :heavy_check_mark: | | | | | | |
| GPUStack | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | |
| Groq | :heavy_check_mark: | | | | | | |
| HuggingFace | :heavy_check_mark: | | | | :heavy_check_mark: | | |
| Jina | | | | | :heavy_check_mark: | :heavy_check_mark: | |
| LocalAI | :heavy_check_mark: | :heavy_check_mark: | | | :heavy_check_mark: | | |
| LongCat | :heavy_check_mark: | | | | | | |
| LM-Studio | :heavy_check_mark: | :heavy_check_mark: | | | :heavy_check_mark: | | |
| MiniMax | :heavy_check_mark: | | | | | | |
| MinerU | | | | | | | :heavy_check_mark: |
| Mistral | :heavy_check_mark: | | | | :heavy_check_mark: | | |
| ModelScope | :heavy_check_mark: | | | | | | |
| Moonshot | :heavy_check_mark: | :heavy_check_mark: | | | | | |
| NovitaAI | :heavy_check_mark: | | | | :heavy_check_mark: | | |
| NVIDIA | :heavy_check_mark: | :heavy_check_mark: | | | :heavy_check_mark: | :heavy_check_mark: | |
| Ollama | :heavy_check_mark: | :heavy_check_mark: | | | :heavy_check_mark: | | |
| OpenAI | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | | |
| OpenAI-API-Compatible | :heavy_check_mark: | :heavy_check_mark: | | | :heavy_check_mark: | :heavy_check_mark: | |
| OpenRouter | :heavy_check_mark: | :heavy_check_mark: | | | | | |
| Perplexity | | :heavy_check_mark: | | | | | |
| Replicate | :heavy_check_mark: | | | | :heavy_check_mark: | | |
| PPIO | :heavy_check_mark: | | | | | | |
| SILICONFLOW | :heavy_check_mark: | :heavy_check_mark: | | | :heavy_check_mark: | :heavy_check_mark: | |
| StepFun | :heavy_check_mark: | | | | | | |
| Tencent Hunyuan | :heavy_check_mark: | | | | | | |
| Tencent Cloud | | | :heavy_check_mark: | | | | |
| TogetherAI | :heavy_check_mark: | :heavy_check_mark: | | | :heavy_check_mark: | :heavy_check_mark: | |
| TokenPony | :heavy_check_mark: | | | | | | |
| Tongyi-Qianwen | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | |
| Upstage | :heavy_check_mark: | | | | :heavy_check_mark: | | |
| VLLM | :heavy_check_mark: | :heavy_check_mark: | | | :heavy_check_mark: | :heavy_check_mark: | |
| VolcEngine | :heavy_check_mark: | | | | | | |
| Voyage AI | | :heavy_check_mark: | | | :heavy_check_mark: | :heavy_check_mark: | |
| Xinference | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | |
| XunFei Spark | :heavy_check_mark: | | | :heavy_check_mark: | | | |
| xAI | :heavy_check_mark: | :heavy_check_mark: | | | | | |
| ZHIPU-AI | :heavy_check_mark: | :heavy_check_mark: | | | :heavy_check_mark: | | |
| DeepInfra | :heavy_check_mark: | | :heavy_check_mark: | :heavy_check_mark: | :heavy_check_mark: | | |
| 302.AI | :heavy_check_mark: | :heavy_check_mark: | | | :heavy_check_mark: | :heavy_check_mark: | |
| CometAPI | :heavy_check_mark: | | | | :heavy_check_mark: | | |
| DeerAPI | :heavy_check_mark: | :heavy_check_mark: | | :heavy_check_mark: | :heavy_check_mark: | | |
| Jiekou.AI | :heavy_check_mark: | | | | :heavy_check_mark: | :heavy_check_mark: | |
```mdx-code-block
</APITable>
```
:::danger IMPORTANT
If your model is not listed here but has APIs compatible with those of OpenAI, click **OpenAI-API-Compatible** on the **Model providers** page to configure your model.
:::
## Example: AI Badgr (OpenAI-compatible)
You can use **AI Badgr** with RAGFlow via the existing OpenAI-API-Compatible provider.
To configure AI Badgr:
- **Provider**: `OpenAI-API-Compatible`
- **Base URL**: `https://aibadgr.com/api/v1`
- **API Key**: your AI Badgr API key (from the AI Badgr dashboard)
- **Model**: any AI Badgr chat or embedding model ID, as exposed by AI Badgr's OpenAI-compatible APIs
AI Badgr implements OpenAI-compatible endpoints for `/v1/chat/completions`, `/v1/embeddings`, and `/v1/models`, so no additional code changes in RAGFlow are required.
:::note
The list of supported models is extracted from [this source](https://github.com/infiniflow/ragflow/blob/main/rag/llm/__init__.py) and may not be the most current. For the latest supported model list, please refer to the Python file.
:::
Reference in New Issue View Git Blame Copy Permalink