Build Better RAGs with Contextual Retrieval скачать в хорошем качестве

Build Better RAGs with Contextual Retrieval

No matter how advanced your model (LLM) is, if the context chunks don't provide the right information, the model won't generate accurate answers. In this tutorial, we'll explore a technique called contextual retrieval to improve the quality of context chunks in your RAG systems. Full text tutorial: https://www.mlexpert.io/blog/rag-cont... Anthropic blog post: https://www.anthropic.com/news/contex... Anthropic notebook: https://github.com/anthropics/anthrop... AI Bootcamp: https://www.mlexpert.io/ LinkedIn:   / venelin-valkov   Follow me on X:   / venelin_valkov   Discord:   / discord   Subscribe: http://bit.ly/venelin-subscribe GitHub repository: https://github.com/curiousily/AI-Boot... 👍 Don't Forget to Like, Comment, and Subscribe for More Tutorials! 00:00 - Welcome 00:43 - Text tutorial on MLExpert.io 01:46 - What is Contextual Retrieval? 03:42 - Process Overview 05:05 - Google Colab Setup 06:40 - Database Setup 08:07 - Add context to chunks 12:28 - Build a RAG 14:13 - Try out the RAG 19:44 - Conclusion Join this channel to get access to the perks and support my work:    / @venelin_valkov   #artificialintelligence #rag #langchain #chatbot #llama #chatgpt #llm