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.
The initial starting point of the project are based on existing work that happens in Langchain, Llama Index, Chatgpt-retrieval-plugin and Babyagi. Which is also the point of this project, which is help existing and future projects to not having to repeat the same work.
| Task | Supported |
|---|---|
| Chroma | ❌ |
| Pinecone | ❌ |
| Weaviate | ❌ |
| Qdrant | ❌ |
| Milvus | ❌ |
| Redis | ❌ |
| Opensearch | ❌ |
| Postgres | ❌ |
pip install vectordbs