Model provider integrations
New Documentation
The model provider integration pages are new and still undergoing improvements. We appreciate any feedback on this forum thread.
Weaviate integrates with a variety of self-hosted and API-based models from a range of providers.
This enables an enhanced developed experience, such as the ability to:
- Import objects directly into Weaviate without having to manually specify embeddings, and
- Build an integrated retrieval augmented generation (RAG) pipeline with generative AI models.
Model provider integrations
API-based
| Model provider | Embeddings | Generative AI | Others |
|---|---|---|---|
| Anyscale | - | Text | - |
| AWS | Text | Text | |
| Cohere | Text | Text | Reranker |
| Text, Multimodal | Text | - | |
| Hugging Face | Text | - | - |
| Jina AI | Text | - | - |
| Mistral | - | Text | - |
| OctoAI | Text | Text | - |
| OpenAI | Text | Text | - |
| Voyage AI | Text | - | Reranker |