RAG and Knowledge Systems

Retrieval, vector databases, GraphRAG, chunking, and knowledge-graph practice.

3 articles

2026年6月22日 AgentList Team

Chat UI Platform Selection Guide: Open WebUI vs LobeChat vs LibreChat

A three-way comparison of open-source Chat UI platforms — Open WebUI (142k Stars), LobeChat, and LibreChat — across deployment, RAG, multi-model, user management, and extensibility.

Chat UIOpen WebUILobeChatLibreChat自托管

2026年4月28日 AgentList Team

Advanced RAG: Chunking Strategies and Retrieval Optimization Trade-offs

Most RAG pipelines fail at retrieval, not generation. This article covers five chunking strategies, hybrid search, reranking pipelines, and a production-ready decision framework.

RAGChunking检索优化EmbeddingReranking

2025年2月28日 AgentList Team Featured

Vector Database Selection Guide: Milvus vs Chroma vs Weaviate Comparison

A comprehensive comparison of popular open-source vector databases Milvus, Chroma, and Weaviate, helping you choose the best vector database for RAG applications.

向量数据库RAGMilvusChromaWeaviate