Learn how to build a "retrieval augmented generation" (RAG) app with Langchain and OpenAI in Python.

You can use this to create chatbots for your documents, books or files. You can also use it to build rich, interactive AI applications that use your data as a source.

Links
Code: https://github.com/pixegami/langchain...
(Sample Data) AWS Docs: https://github.com/awsdocs/awslambda...
(Sample Data) Alice in Wonderland: https://www.gutenberg.org/ebooks/11

Chapters
00:00 What is RAG?
01:36 Preparing the Data
05:05 Creating Chroma Database
06:36 What are Vector Embeddings?
09:38 Querying for Relevant Data
12:47 Crafting a Great Response
16:18 Wrapping Up

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