The Space Search tool is our enterprise search solution designed to facilitate finding information within your space. It is ideal for users who need to retrieve structured data from specialized sources. The tool searches through all available documents in a space (excluding disabled ones) using an advanced RAG (retrieval-augmented generation) pipeline. This pipeline combines sparse and dense vector search with reranking to pinpoint the exact information needed, providing source references along with the content. This ensures that even when searching through large volumes of data, you can find the “needle in the haystack” without overwhelming your AI with irrelevant information—all while reducing the risk of hallucination.

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Key Features

  • Comprehensive Enterprise Search: Searches across all enabled documents in your space.
  • Advanced RAG Pipeline: Leverages both sparse and dense vector search with reranking to retrieve the most relevant data.
  • Source Pinpointing: Provides precise source references alongside the retrieved content.
  • AI-friendly Presentation: Formats and presents information in an easily digestible way for AI models.
  • Robust Data Ingestion: Ensures that all critical information from documents is accurately stored for fast and reliable retrieval.
  • Flexible Integration: Can be utilized in simple or advanced workflows, whether integrated with AI assistants, via an API, or as a standalone solution.

  1. Initiate a Search: Use the Space Search tool to query your space for specific information or structured data. This is especially useful when you need to extract detailed insights from specialized sources.

  2. Leverage the Advanced RAG Pipeline: The tool employs a cutting-edge RAG pipeline that integrates sparse and dense vector searches with a reranking mechanism. This ensures that you retrieve only the most relevant content and the exact source of that content, which helps in reducing hallucination by feeding the correct context to your LLM.

  3. Versatile Integration Options: The Space Search tool can be integrated into both simple and advanced workflows. It can be used for:

    • Assistants: Seamlessly incorporated into AI assistant workflows.
    • Standalone Use or API: Directly within your applications or via our API for custom integrations.

  4. Enhanced Data Contextualization: The output is carefully formatted so that every AI model can quickly understand the retrieved context, ensuring that all essential information is available without losing important details.

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