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docs: update the LLM / Embedding models for Gitee AI #551

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Dec 29, 2024
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docs: update the LLM / Embedding models for Gitee AI #551

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docs: update the LLM / Embedding models for Gitee AI (#549)
lc-soft Dec 27, 2024
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Mini256 Dec 29, 2024
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2 changes: 1 addition & 1 deletion backend/app/rag/embed_model_option.py
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Expand Up @@ -91,7 +91,7 @@ class EmbeddingModelOption(BaseModel):
provider_description="Gitee AI is a third-party model provider that offers ready-to-use cutting-edge model APIs for AI developers.",
provider_url="https://ai.gitee.com",
default_embedding_model="bge-large-zh-v1.5",
embedding_model_description=f"Find more information about Gitee AI Embeddings at https://ai.gitee.com/docs/openapi/v1#tag/serverless/POST/embeddings",
embedding_model_description=f"Find more information about Gitee AI Embeddings at https://ai.gitee.com/docs/openapi/v1#tag/%E7%89%B9%E5%BE%81%E6%8A%BD%E5%8F%96/POST/embeddings",
credentials_display_name="Gitee AI API Key",
credentials_description="The API key of Gitee AI, you can find it in https://ai.gitee.com/dashboard/settings/tokens",
credentials_type="str",
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14 changes: 14 additions & 0 deletions frontend/app/src/pages/docs/embedding-model.mdx
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Expand Up @@ -130,6 +130,20 @@ To use Ollama, you'll need to configure the API base URL in the **Advanced Setti

For more information, see the [Ollama embedding models documentation](https://ollama.com/blog/embedding-models).

### Gitee AI

Gitee AI is a third-party model provider that offers ready-to-use cutting-edge model APIs for AI developers.

**Supported Models**:

| Embedding Model | Vector Dimensions | Max Tokens |
| ------------------- | ----------------- | ---------- |
| `bge-m3` | 1024 | 8192 |
| `bge-large-zh-v1.5` | 1024 | 512 |
| `bge-small-zh-v1.5` | 512 | 512 |

For more information, see the [Gitee AI embedding models documentation](https://ai.gitee.com/docs/openapi/v1#tag/%E7%89%B9%E5%BE%81%E6%8A%BD%E5%8F%96/POST/embeddings).

### Local Embedding Server

Autoflow's local embedding server is a self-hosted embedding service built upon [sentence-transformers](https://www.sentence-transformers.org/) and deployed on your own infrastructure.
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1 change: 1 addition & 0 deletions frontend/app/src/pages/docs/llm.mdx
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Expand Up @@ -30,6 +30,7 @@ Currently Autoflow supports the following LLM providers:
- [Google Gemini](https://gemini.google.com/)
- [Anthropic Vertex AI](https://cloud.google.com/vertex-ai/generative-ai/docs/partner-models/use-claude)
- [Amazon Bedrock](https://aws.amazon.com/bedrock/)
- [Gitee AI](https://ai.gitee.com/serverless-api)
- And all OpenAI-Like models:
- [OpenRouter](https://openrouter.ai/)
- Default config:
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