Week2 - RAG +Introduction to frameworks(langchain & llamaindex)

Course session

Recap

Discussion of last weeks topics and selected homework presentations

Walk-through

RAG notebook

You can also look at here at any time: https://github.com/WikiMind-GmbH/knowledge-base/tree/main/llms/rag

Introduction to langchain https://github.com/WikiMind-GmbH/knowledge-base/tree/main/llms/llm-frameworks/langchain

Introduction to llamaindex https://github.com/WikiMind-GmbH/knowledge-base/tree/main/llms/llm-frameworks/llamaindex

To-Do

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Play around with the RAG notebook and change it to your personal interests.

Go through the langchain rag notebook.

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Create RAG notebook with llamaindex.

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Change the search function in the RAG notebook to cosine similarity