Build your own RAG (retrieval augmented generation) AI Chatbot using Python | Simple walkthrough
Автор: Avra
Загружено: 3 нояб. 2023 г.
Просмотров: 56 510 просмотров
Showcasing Retrieval Augmented Generation (RAG) for #chatbots and a step-by-step tutorial on how to build one for yourself or others. The tutorial uses #langchain and #openai #gpt #largelanguagemodels
Blog Post - / why-your-next-ai-product-needs-rag-impleme...
GitHub Code - https://github.com/avrabyt/RAG-Chatbot
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Resources
Databutton - https://databutton.com/login?utm_sour...
LangChain RAG document — https://python.langchain.com/docs/exp...
LangChain Blog on RAG — https://deci.ai/blog/retrieval-augmen...
Retrieval augmented generation: Keeping LLMs relevant and current — https://stackoverflow.blog/2023/10/18...
LamaIndex RAG concepts — https://gpt-index.readthedocs.io/en/l...
What is RAG from IBM — https://research.ibm.com/blog/retriev...
RAG based YC Startups — / some-ycombinator-rag-startups
RAG article from MetaAI - https://arxiv.org/abs/2005.11401?sour...

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