In this next installment of the Ollama Course, we are going to use what we learned in the Intro To RAG video and the Embedding video to actually build a simple RAG system. You can find the code for this project at https://github.com/technovangelist/vi.... Then find the folder called 2024-09-10-buildrag.


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00:00:00 - Introduction to RAG and video overview
00:00:36 - Welcome to the Ollama course
00:01:00 - Tasks needed to achieve RAG
00:01:19 - Setting up the environment with Chroma
00:02:22 - Getting text into the database
00:02:48 - Building RAG system in Python
00:03:36 - Verifying data in Chroma database
00:04:39 - Building RAG system in TypeScript
00:05:20 - Querying the database and generating responses
00:06:22 - Comparing native Ollama API vs OpenAI compatible API
00:06:39 - Overview of pre-built RAG solutions
00:07:06 - Conclusion and upcoming course content