Rerankers: A Lightweight Python Library Unifying Ranking Methods for RAG Pipelines
Building a production-grade Retrieval-Augmented Generation (RAG) pipeline involves many decisions – which embedding model to use, which …
Tags
RAG
Refly: Open-Source AI-Native Knowledge Base
Traditional knowledge bases are passive repositories. You put documents in, and you search for them later. Refly reimagines this with an …
RAGFlow: Open-Source RAG Engine for Document Understanding
Retrieval-Augmented Generation (RAG) has become the standard architecture for grounding LLM responses in factual data, but most RAG …
QAnything: NetEase's Open-Source RAG Engine
Retrieval-augmented generation (RAG) has become the standard architecture for grounding LLM responses in real knowledge. QAnything, developed by …
Open WebUI: Self-Hosted ChatGPT-Like Interface for Local LLMs
Running local LLMs via Ollama is powerful, but the default terminal interface leaves room for improvement. Typing prompts into a command line …
Open Parse: Visually-Driven Document Parser for LLM-Ready RAG Pipelines
The RAG (Retrieval-Augmented Generation) ecosystem has matured rapidly, but one bottleneck persists: garbage in, garbage out. Most document …