RAG with LangChain on Google Cloud

Опубликовано 7 ноября 2024, 14:00

Codelab → goo.gle/4hbWChk

Discover how to enhance the accuracy of your AI applications using Retrieval-Augmented Generation (RAG). Join Googlers Martin Omander and Miguel Reyes as they build a web application that leverages the power of RAG with LangChain, a technique that makes AI responses more accurate and precise. Watch along as they break down the process, from indexing data to deploying a user-friendly interface.

Chapters:
0:00 - Intro
1:19 - Retrieval Augmented Generation (RAG)
2:46 - Indexing job
6:00 - Front end web app
6:40 - Deploying the web app
7:15 - Using the application
9:40 - Enterprise uses of RAG
10:53 - Conclusion

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Speaker: Martin Omander, Miguel Reyes
Products Mentioned: Cloud - Compute - Cloud Run, LangChain