RetrievalAugmentedGeneration

ThoughtStorms Wiki

When your LanguageModels can look stuff up in an external database.

https://blogs.nvidia.com/blog/what-is-retrieval-augmented-generation/

LangChain tutorial : https://www.together.ai/blog/rag-tutorial-langchain

If you are building a RAG-based tool, you will need to build a good search engine.

I've been building search engines before and after LLMs happened. They are challenging to build but well worth it because research indicates that LLMs can be improved with external knowledge in a… pic.twitter.com/06skHoKKQa
— elvis (@omarsar0) December 20, 2023

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⭐️Open-Source RAG Chatbot Builder

One of the most popular use cases for GPTs is uploading it some data and creating a chatbot over that data💬

Did you know there's an open-source solution that can do the same thing built entirely in typescript?

⭐️@dialoqbase by @n4ze3m⭐️

Uses… pic.twitter.com/JNFfAOMomQ
— LangChain (@LangChainAI) January 1, 2024

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