RAG & Knowledge Base Toolkit

Everything you need to build retrieval-augmented apps: frameworks, vector databases, and orchestration.

Learn to build RAG applications and knowledge base systems with LlamaIndex.

An open-source LLM application framework from deepset, focused on retrieval-augmented generation (RAG) and building production-grade Q&A systems.

A high-performance open-source vector database and similarity search engine for powering RAG and recommendation systems.

An open-source LLM application development platform offering visual orchestration, a RAG engine, and Agent capabilities for building AI apps quickly.

Dive into the LangChain framework and master the core concepts of LLM application development, including Chains, Agents, and Memory.