lightrag

Retrieve related chunks

Ask a question and LightRAG instantly fetches the most relevant snippets from your indexed files.

LightRAG Action


Automate the retrieval of relevant document fragments with the LightRAG integration in Botize. This tool allows you to efficiently extract the most important sections from your indexed files, making key information readily accessible when you need it.

By posing a question, LightRAG analyzes your documents and provides the most pertinent fragments, along with detected entities and relationships. This functionality is ideal for optimizing search and data analysis processes in your automated workflows.







Customization Options

Configurable fields you can adjust in your automation




Information provided

When executed, this operation delivers the following data, which can be used in the same automatic task.

  • Tags

  • Entities {{entities}}

    List of detected entities from the knowledge graph.

  • Relationships {{relationships}}

    List of relationships between entities.

  • Document chunks {{document_chunks}}

    Relevant text chunks retrieved from documents.




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