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Graph based RAG, neo4j - Coggle Diagram

- - - - chunk size
        
        appropriate chunk size needed
      - chunk group
        
        a group center nodes
        
        In the example, given when constructing graph db
        
        represents a document
        
        each chunk has sequence id (order in the group)
        
        split a document into multiple chunks
      - use vector similarity between chunks in a group
        
        return entire group
        
        return adjacent (by order) chunks in a group
      - similar to
    - - relation should be defined between entities (entity: a group center node)
- - - - within a document
        
        Q: tools for building websites
        A webpage provides instructions on building websites, with each section dedicated to a different tool. However, individual sections might focus on specific details like GitHub stars or the developer's identity, without necessarily conveying that the overall topic is website creation.
        There could be a paragraph that says "useful tools for building websites' are as follows:" without actual names of tools.
        Meaning that this paragraph alone doesn't have the actual information for answering the question.
      - between documents