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Introducing Akurion: A Unified RAG Workspace for Teams

Ankur Gupta
Ankur Gupta
Ankur @ Akurion

Akurion brings your organization’s knowledge into a single workspace so teams can search, chat, and manage sources with citations and analytics.

What Akurion does

Akurion connects to the systems where your data already lives and turns that content into a searchable, AI-ready knowledge base. From there, teams can ask questions, review sources, and keep everything organized per project.

Key capabilities

Manage Data

  • Data Files: upload and manage files directly
  • Data Sources: upload files and use the ingestion paths enabled for your workspace
  • Metadata: define custom metadata keys and enable auto-tagging
  • Advanced settings: set model, TopK, token limits, web search, and project instructions
  • Analytics: review usage trends and feedback

Chat Modes

  • Classic: fast RAG answers with citations
  • MCP Enhanced: deeper retrieval with tool steps and answer refinement

Retrieval Controls

  • Source type filters
  • Date range filters
  • Metadata filters

Collaboration & Access

  • Project-based organization
  • Role-based access
  • Project-scoped API keys

MCP Playground

The MCP Playground lets you test tools, verify connectivity, and review example code snippets for integrating MCP-based workflows.

Get started

  1. Create a project
  2. Connect a data source or upload files
  3. Configure metadata and advanced settings
  4. Start chatting and review citations
  5. Track usage and feedback in Analytics

If you need help, visit the docs or contact support@structhub.io.