How to use BGE Embeddings for LangChain and RAG
Advanced RAG Concept: Improving RAG with Multi-stage Document Reranking
Advanced RAG 03 - Reranking with Sentence Transformers and BM25 API
Advance RAG: LlamaParse + Reranker = Better RAG
Document Re-ranking using LLMs - Advanced RAG
Advanced RAG Cross Encoder Reranker for Improving Accuracy Zephyr 7B Alpha llamaindex Colab Demo
Better RAG with Merger Retriever (LOTR) and Re-ranking Retriever (Long Context Reorder)
Reranking
LangChain - Advanced RAG Techniques for better Retrieval Performance
Advanced RAG 03 - Hybrid Search BM25 & Ensembles
State-of-the-Art BGE embeddings for Retrieval Augmented Generation
Advanced RAG 01 - Self Querying Retrieval
Exploring Sparse and Dense Embeddings: A Guide for Effective Information Retrieval with Milvus
Better RAG with Auto Merging Retriever - LlamaIndex
The Best RAG Stack Components to date (fully open-source!)
LangChain - Using Hugging Face Models locally (code walkthrough)
Advanced RAG 04 - Contextual Compressors & Filters
如何选择RAG的Embedding模型?
Understanding Embeddings in RAG and How to use them - Llama-Index
Stanford CS25: V3 I Retrieval Augmented Language Models