ragleap-vectorstores
Pluggable vector backends beyond ragleap-rag's built-in 6 (PgVector, FAISS, Pinecone, Weaviate, Qdrant, Milvus).
This package is under active development - more backends will be added over time. See the roadmap for status.
Available backends
| Backend | Extra | Notes |
|---|---|---|
| Chroma | chroma |
Embedded/local via chromadb's PersistentClient - no server required. No native sparse/keyword search (supports_sparse() is False); hybrid search falls back to dense-only. |
Design
Every backend here implements ragleap-rag's VectorBackend interface, so it
can be passed directly to RagLeap(vector_backend=...). Each backend's real
client SDK is an optional extra - installing ragleap-vectorstores alone
pulls in no heavy dependencies beyond ragleap-rag itself.
Install
pip install ragleap-vectorstores[chroma]
Usage
from ragleap_vectorstores import ChromaBackend
backend = ChromaBackend(persist_directory="./chroma_data")
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