Open-Source RAG Frameworks
Libraries and engines for building retrieval-augmented generation pipelines, such as LlamaIndex, RAGFlow and GraphRAG.
55.6KUpdated 3 months ago
Docker · Web#Human approval#LLM tracing#Multi-agent workflows
Flowise is a visual builder for developers and teams creating AI agents and chatbots from connected workflow blocks. The project is archived and no longer maintained.
5.8KUpdated 6 months agoPostgreSQL
Docker#Batch processing#Ollama integration#RAG
pgai is a Python library for developers building RAG applications and AI agents around PostgreSQL data. The project is archived and no longer maintained or supported.
823Updated 2 weeks agoApache-2.0
Docker · Web#Agent Skills#Guardrails#Hybrid search
NVIDIA RAG Blueprint is a reference framework for developers building AI question answering over enterprise data. It retrieves relevant material from your documents to ground answers and can cite the retrieved sources.
4.4KUpdated 8 months agoApache-2.0
Docker · Web#Batch processing#Multimodal input#Ollama integration
Cognita is a self-hosted RAG framework for developers building applications that answer questions from their own documents. The project is archived and no longer maintained.
6.5KUpdated 3 years agoMIT
Web#Hugging Face integration#RAG#Semantic search
RAGs lets you create a chatbot that answers questions about a single local file or web page. It's for people who want to describe their task in plain language and review the resulting setup through a visual interface.