Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.

Comprehensive Vector Data Tooling. The universal interface for all vector database, datasets and RAG platforms. Easily export, import, backup, re-embed (using any model) or access your vector data from any vector databases or repository.

Sustainable Hydroponic domain-specific LLM developed to improve sustainable farming.

Zilliz Vector Database YouTube Transcripts Analyzer 🚀

A ChatGPT-powered QA system using OpenAI, LangChain, FastAPI, and a vector database. It retrieves answers based on stored data, enhancing responses with relevant source links. The project enables efficient knowledge retrieval, making it ideal for AI-driven chat applications that require accurate and reference-backed responses.

The story behind zilliz

Vector Search Performance Benchmark of SingleStore, Pinecone and Zilliz

RAG application with Milvus, Qwen, vLLM and LangChain