How to finetune Rerank using our new interface #reranker
When Do You Use Fine-Tuning Vs. Retrieval Augmented Generation (RAG)? (Guest: Harpreet Sahota)
How to use BGE Embeddings for LangChain and RAG
SoTA Open Source Embedding : BGEEmbedding and build RAG using it
Document Re-ranking using LLMs - Advanced RAG
LangChain Advanced RAG - Two-Stage Retrieval with Cross Encoder (BERT)
Advanced RAG 03 - Reranking with Sentence Transformers and BM25 API
Semantic Reranker for better Search Results in 10 minutes
Better RAG with Merger Retriever (LOTR) and Re-ranking Retriever (Long Context Reorder)
LangChain - Advanced RAG Techniques for better Retrieval Performance
Advance RAG: LlamaParse + Reranker = Better RAG
Stanford CS25: V3 I Retrieval Augmented Language Models
Don't naive RAG do hybrid search instead (Pinecone Weaviate or pgvector + full text search & rerank)
Mastering Retrieval for LLMs - BM25, Fine-tuned Embeddings, and Re-Rankers
Advanced RAG Cross Encoder Reranker for Improving Accuracy Zephyr 7B Alpha llamaindex Colab Demo
Advanced RAG 04 - Contextual Compressors & Filters
Smart RAG: Domain-Specific Fine-Tuning for End-to-End Retrieval
LangChain - Using Hugging Face Models locally (code walkthrough)
Reranking
Jerry Liu - Keynote: Building and Productionizing RAG | PyData Global 2023