Awesome-RAG

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Notebooks

UseCase	Frameworks/Library	Colab
Build RAG pipeline using Open Source Large Languages Models	Langchain & HuggingFace
Memory + LCEL (Langchain Expression Language)	Langchain & HuggingFace
Chat with Website	GenAI Stack
ChatBot like ChatGPT for multiple websites	Langchain
Observability and RAG 10 lines of Code	BeyondLLM
Evaluate and Advanced RAG	BeyondLLM & Gemini
Mobile Recommendation System	Embedchain
Advanced RAG - Patent Document Retriever+ReRanking (LCEL)	Langchain & HuggingFace & Cohere
Chat with Scanned PDF (Hybrid Search)	Langchain & Unstructured
Get started with LlamaIndex	LlamaIndex & HuggingFace
Hybrid Search - Custom Retriever	LlamaIndex
Multimodal Example - Gemini	LlamaIndex
Qdrant as a Vector Store	Langchain
Multimodal RAG	LLamaIndex, Gemini, Qdrant
Superfast RAG using Langchain Streaming and Groq	Langchain and Groq

YouTube Videos

• Embedchain AI in one video
• Chatbot like ChatGPT: Chat with Multiple Website using Langchain
• RAG using Open Source LLMs
• Advanced RAG- Langchain and HuggingFace
• Hybrid Search Langchain
• LlamaIndex and HuggingFace- Ultimate Guide
• Getting started with Gemini with LlamaIndex
• Faster Response with Streamlit and Langchain Streaming
• Qdrant and Langchain
• Ollama and Langchain || Run LLMs locally
• Langchain Streaming and Groq
• Evaluate RAG using Open Source LLMs

Libraries

• BeyondLLM
• LangChain
• LlamaIndex
• BeyondLLM
• MindSQL
• GenAI Stack
• haystack
• Embedchain
• llmware
• REALM
• Verba

Blogs

• RAG and Advanced articles - AI Planet Medium
• A Comprehensive Guide to Implement HuggingFace Models Using Langchain
• Multimodal Using Gemini and LlamaIndex

Live Sessions

• Qdrant 101- Qdrant as knowledge base
• Milvus 101- Most advanced VectorDB

Misc & Use Cases

• Evaluate RAG using Open Source LLM
• Health Assistant Bot
• Research Paper Bot