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Update README with new embedding providers
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philippgille committed Feb 10, 2024
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Expand Up @@ -78,11 +78,13 @@ Initially, only a minimal subset of all of Chroma's interface is implemented or
- [X] Zero dependencies on third party libraries
- [X] Concurrent processing (when adding and querying documents)
- Embedding creators:
- [X] [OpenAI text-embedding-3-small](https://platform.openai.com/docs/guides/embeddings/embedding-models) (default)
- [X] [OpenAI](https://platform.openai.com/docs/guides/embeddings/embedding-models) (default)
- [X] [Mistral](https://docs.mistral.ai/platform/endpoints/#embedding-models)
- [X] [Jina](https://jina.ai/embeddings)
- [X] [mixedbread.ai](https://www.mixedbread.ai/)
- [X] [LocalAI](https://github.com/mudler/LocalAI)
- [X] Bring your own
- [ ] [Mistral (API)](https://docs.mistral.ai/api/#operation/createEmbedding)
- [ ] [ollama](https://ollama.ai/)
- [ ] [LocalAI](https://github.com/mudler/LocalAI)
- [ ] [ollama](https://ollama.ai/) (As of 2024-02-10 their OpenAI compatible API doesn't support embeddings yet, but they have a custom API which does)
- Similarity search:
- [X] Exact nearest neighbor search using cosine similarity
- [ ] Approximate nearest neighbor search with index
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