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How can you add citations to a RAG chatbot in 4 simple steps?

  • Figure 3. Recursive Text Splitter
    handler
    Citation RAG
    Step 1: Preprocess your documents by chunking text and inserting citation anchors with metadata.
  • Figure 5. Vector Database Workflow
    handler
    Citation RAG
    Step 2: Store the chunks and their metadata in a vector database for accurate retrieval.
  • Figure 1. RAG workflow
    handler
    Citation RAG
    Step 3: Retrieve context and prompt the LLM to include hidden citation markers in its output.
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    handler
    Citation RAG
    Step 4: Resolve citation IDs into clickable sources to display origin details in your chatbot.

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