Ecosystem & Stack: llamaindex

An open-source MCP server connecting AI agents, IDEs, and applications to enterprise databases for data interaction, schema exploration, and code generation.

A comprehensive online course from Hugging Face designed to teach the fundamentals and advanced concepts of building AI agents using LLMs and popular frameworks.

Simplifies the deployment of agentic Retrieval Augmented Generation (RAG) applications within enterprise cloud infrastructure, offering an open-source alternative to custom GPTs.

A Streamlit app to build and query custom Retrieval-Augmented Generation (RAG) pipelines over your data using natural language.

A modular, API-driven RAG framework designed for building scalable, production-ready AI applications, addressing the complexities of deploying RAG systems beyond prototyping.

Deep Lake is an AI data runtime and database optimized for deep learning, offering multimodal data storage, querying, vector search, and streaming for LLM and deep learning applications.

AutoFlow is an open-source, Graph RAG-based conversational knowledge base tool leveraging TiDB Serverless Vector Storage for intelligent search and instant responses.

An interactive learning platform providing tutorials and demos to master Milvus for building AI applications with unstructured data.