Milvus Python Packages

pymilvus

Python SDK for Milvus Vector Database

gptcache

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

pymilvus-test

Python SDK for Milvus Vector Database

pymilvus-distributed

Python SDK for Milvus Vector Database

towhee

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

llm-magnet

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

vector-graph-rag

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

towhee-models

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

deepsearcher

None

milvusmodel-py

SQLModel-like library for Milvus

mcp-server-milvus

MCP server for Milvus

markdown-fastrag-mcp

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

python-milvus-server

Start milvus server in python

deeprecall

Recursive reasoning engine for vector databases, powered by RLM.

zh-langchain

Chinese language processing library

radient

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

smallevals

Small Language Models Evaluation Suite for RAG Systems

federpy

Visualize hnsw, faiss and other anns index

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.

milvus-test

Python SDK for Milvus Vector Database

milvus-kernel

Milvus Kernel for Jupyter

st-milvus-connection

Streamlit Milvus Connection

milvus-one

Python SDK for Milvus Vector Database

towhee-test

No description available