How to use BGE Embeddings for LangChain and 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)

Advanced RAG Concept: Improving RAG with Multi-stage Document Reranking

Advance RAG: LlamaParse + Reranker = Better RAG

Advanced RAG 03 - Reranking with Sentence Transformers and BM25 API

LangChain - Advanced RAG Techniques for better Retrieval Performance

Reranking

Advanced RAG 03 - Hybrid Search BM25 & Ensembles

Stanford CS25: V3 I Retrieval Augmented Language Models

Advanced RAG 01 - Self Querying Retrieval

State-of-the-Art BGE embeddings for Retrieval Augmented Generation

The Best RAG Stack Components to date (fully open-source!)

Better RAG with Auto Merging Retriever - LlamaIndex

Advanced RAG 04 - Contextual Compressors & Filters

Advanced RAG 02 - Parent Document Retriever

LangChain - Using Hugging Face Models locally (code walkthrough)

如何选择RAG的Embedding模型？

Text Embeddings Inference - Install Locally - Rerank, Embed, Splade, Classify