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lucifertrj / Awesome-RAG

RAG-VectorDB-Embedings-LlamaIndex-Langchain
GNU General Public License v3.0
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Awesome-RAG

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Notebooks

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

YouTube Videos

Libraries

Blogs

Live Sessions

Misc & Use Cases