Advanced RAG Chunking - Contextual and Structural Chunking with LangChain and Ollama

Advanced RAG Chunking - Contextual and Structural Chunking with LangChain and Ollama

Venelin Valkov via YouTube Direct link

- The problem with naive chunking

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1 of 6

- The problem with naive chunking

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Advanced RAG Chunking - Contextual and Structural Chunking with LangChain and Ollama

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  1. 1 - The problem with naive chunking
  2. 2 - Chunking pipeline overview
  3. 3 - Chunk dataclass & metadata structure
  4. 4 - Chunking and enrichment with Ollama
  5. 5 - Looking at the resulting chunks
  6. 6 - Token inflation & trade-offs

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