A python library that supports all vector databases specifically for LLM apps and frameworks
Project description
vectordbs
Vectordbs is a python library that supports all vector databases specifically for LLM apps and frameworks.
Currently all LLM frameworks and apps (Llama-Index, Open AI, Langchain, Baby AGI, etc) are all having to reimplement support for each vector database with a lot of redundant work, and this library is hoping to existing and new frameworks don't have to reinvent the wheel.
List of Supported Vector databases
| Task | Supported |
|---|---|
| Chroma | :x: |
| Pinecone | :x: |
| Weaviate | :x: |
| Qdrant | :x: |
| Milvus | :x: |
| Redis | :x: |
| Opensearch | :x: |
| Postgres | :x: |
Install
pip install vectordbs
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