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Title: GitHub - timerring/rag101: LangChain and RAG best practices

Open Graph Title: GitHub - timerring/rag101: LangChain and RAG best practices

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Description: LangChain and RAG best practices. Contribute to timerring/rag101 development by creating an account on GitHub.

Open Graph Description: LangChain and RAG best practices. Contribute to timerring/rag101 development by creating an account on GitHub.

X Description: LangChain and RAG best practices. Contribute to timerring/rag101 development by creating an account on GitHub.

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blog.timerring.com/posts/langchain-and-rag-best-practices/	https://blog.timerring.com/posts/langchain-and-rag-best-practices/
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	https://github.com/timerring/rag101#langchain-and-rag-best-practices
	https://github.com/timerring/rag101#introduction
Langchain chat with your data	https://learn.deeplearning.ai/courses/langchain-chat-with-your-data/lesson/snupv/introduction?courseName=langchain-chat-with-your-data
rag101 repository	https://github.com/timerring/rag101/
	https://github.com/timerring/rag101#langchain
	https://github.com/timerring/rag101#prompt
	https://github.com/timerring/rag101#models
	https://github.com/timerring/rag101#indexes
	https://github.com/timerring/rag101#chains
	https://github.com/timerring/rag101#agents
	https://github.com/timerring/rag101#rag-process
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	https://github.com/timerring/rag101#retrieval-augmented-generation
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	https://github.com/timerring/rag101#pdf
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	https://github.com/timerring/rag101#splitters
	https://github.com/timerring/rag101#why-split
	https://github.com/timerring/rag101#type-of-splitters
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	https://github.com/timerring/rag101#example-charactertextsplitter-and-recursivecharactertextsplitter
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	https://github.com/timerring/rag101#practice
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	https://github.com/timerring/rag101#similarity-search
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	https://github.com/timerring/rag101#practice-2
retrieval/mmr.py file	https://github.com/timerring/rag101/blob/main/retrieval/mmr.py
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	https://github.com/timerring/rag101#practice-3
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	https://github.com/timerring/rag101#practice-4
	https://github.com/timerring/rag101#compression
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	https://github.com/timerring/rag101#practice-5
	https://github.com/timerring/rag101#question-answering
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	https://github.com/timerring/rag101#practice-6
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	https://github.com/timerring/rag101#memory
	https://github.com/timerring/rag101#practice-7
here	https://github.com/timerring/rag101/blob/main/conversational_retrieval_chain/conversational_retrieval_chain.py
blog.timerring.com/posts/langchain-and-rag-best-practices/	https://blog.timerring.com/posts/langchain-and-rag-best-practices/
chat	https://github.com/topics/chat
101	https://github.com/topics/101
rag	https://github.com/topics/rag
langchain	https://github.com/topics/langchain
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MIT license	https://github.com/timerring/rag101#MIT-1-ov-file
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Python 100.0%	https://github.com/timerring/rag101/search?l=python
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URLs of crawlers that visited me.