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milvus-io
pymilvus

Python SDK for Milvus Vector Database

6.6M 1K 430
zilliztech
gptcache

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

478K 8K 580
milvus-io
pymilvus-test

Python SDK for Milvus Vector Database

5K 1K 430
towhee-io
towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

2K 3K 261
milvus-io
pymilvus-distributed

Python SDK for Milvus Vector Database

2K 1K 430
Prismadic
llm-magnet

the small distributed language model toolkit. fine-tune state-of-the-art LLMs anywhere, rapidly.

1K 32 4
towhee-io
towhee-models

Towhee is a framework that helps you encode your unstructured data into embeddings.

975 3K 261
zilliztech
vector-graph-rag

Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.

955 164 22
zilliztech
deepsearcher

None

728 8K 752
danchev
mcp-server-milvus

MCP server for Milvus

642 1 0
brianferri
milvusmodel-py

SQLModel-like library for Milvus

550 3 0
bitkyc08-arch
markdown-fastrag-mcp

Semantic search engine for markdown documents. MCP server with multi-provider embeddings and Milvus vector storage.

489 1 0
matrixji
python-milvus-server

Start milvus server in python

439 7 1
kothapavan1998
deeprecall

Recursive reasoning engine for vector databases, powered by RLM.

396 8 3
fzliu
radient

Radient turns many data types (not just text) into vectors for similarity search, RAG, regression analysis, and more.

387 283 11
mburaksayici
smallevals

Small Language Models Evaluation Suite for RAG Systems

370 18 2
imClumsyPanda
zh-langchain

Chinese language processing library

349 38K 6K
zilliztech
federpy

Visualize hnsw, faiss and other anns index

342 480 33
thewebscraping
crossvector

Production-ready Python vector database library with unified API for PgVector, ChromaDB, Milvus, AstraDB. Built for RAG, semantic search, and AI applications. Switch backends without code changes.

255 2 0
milvus-io
milvus-test

Python Sdk for Milvus; Test version

120 1K 430
Hourout
milvus-kernel

A milvus kernel for Jupyter.

119 0 0
bsenst
st-milvus-connection

Streamlit Milvus Connection

100 5 2
milvus-io
milvus-one

Python SDK for Milvus Vector Database

66 1K 430
towhee-io
towhee-test

No description available

52 3K 261
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