Some collections about Retrieval Augmented Generation resources
- Demystifying Advanced RAG Pipelines: An LLM-powered advanced RAG pipeline built from scratch
- Anaconda's Sophiam Yang's slides about langchain RAG
- Sahota, Harpreet. “RAG with LlamaIndex and DeciLM: A Step-by-Step Tutorial.” Deci, October 20, 2023
- llamaindex_Semi_Structured_RAG
- RAG with LlamaIndex and DeciLM: A Step-by-Step Tutorial
- 202310 A Complete LlamaIndex Guide
- AI-engineer-workshop:Building, Evaluating, and Optimizing your RAG App for Production
- Vector Store Benchmark
- awesome-vector-database
- Vector Databases: A First-Principles Approach
- How to choose your vector database in 2023?
- Comparison Vector Database
- Getting started with Vector DBs in Python
- 202304 The Best Vector Database for Stablecog's Semantic Search
- Weaviate's demo for health search
- Pinecone's example
- Weaviate's RAG chatbot
- llamaindex-chat-with-streamlit-docs
- Biblos - Bible Exploration with Vector Search and Summarization
- W&B's QAbot based on langchain
- QAbot's prompt
- Provide a script about sythetic hypothesis question from user
- Anyscale's Goku awesome tutorial "Building RAG-based LLM Applications for Production"
- Llamaindex: chat-llamaindex: create and share LLM chatbots that know your data (PDF or text documents).
- Llamaindex: sec-insights: A real world full-stack application using LlamaIndex for 10-k/10-q report