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Chunking with RecursiveCharacterTextSplitter
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Classroom Contents
LangChain Data Loaders, Tokenizers, Chunking, and Datasets - Data Prep
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- 1 Data preparation for LLMs
- 2 Downloading the LangChain docs
- 3 Using LangChain document loaders
- 4 How much text can we fit in LLMs?
- 5 Using tiktoken tokenizer to find length of text
- 6 Initializing the recursive text splitter in Langchain
- 7 Why we use chunk overlap
- 8 Chunking with RecursiveCharacterTextSplitter
- 9 Creating the dataset
- 10 Saving and loading with JSONL file
- 11 Data prep is important
