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Welcome

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About Snow Leopard

Snow Leopard is an AI-powered data retrieval platform that helps you build business-critical AI Agents using your enterprise data on-demand, with real-time retrieval from structured data sources (SQL databases, data warehouses, etc.). No MCP setup, no ETL, and no iteration for weeks/months on context engineering. Zero to ad-hoc data retrieval in minutes!

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How it works

  1. Natural Language Input: Ask questions about your data in plain English
  2. Intelligent Routing: Snow Leopard creates a retrieval plan in real-time for what data is needed to answer your question
  3. Live Retrieval: Snow Leopard generates native SQL queries (or API calls) on-demand and fetches live data directly from the source(s)
  4. Agent-ready Response: Returns live data in JSON-format for agent interactions, and can also provide natural language responses
  5. Response Summarization: Provides clear, actionable insights from the retrieved data

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Why Snow Leopard?

  • Empower your AI Agents and agentic workflows with your enterprise data in real-time without ETL and pre-defined pipelines
  • Access business data locked in databases and API systems without weeks and months of setup and iteration
  • Get 90+% accurate data retrieval out of the box for critical business workflows
  • No MCP setup or tuning required

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Understanding the API

Snow Leopard exposes two REST endpoints: Retrieve and Response.

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Retrieve

Retrieve is primarily for developers building AI agents that needs to retrieve data from a database directly. It takes a natural language question (usually from the user or the agent) and returns the required data in an LLM-friendly JSON object. Behind the scenes, Snow Leopard:
  • creates a retrieval plan in real time for the data needed to answer your question
  • builds a SQL query on-demand, and
  • executes that SQL query on the database to retrieve data needed
The endpoint returns both the retrieved data and the generated SQL query for transparency. See the Retrieve API endpoint for code examples and more details.

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Response

Response is a conversational-AI-focused endpoint. It behaves like Retrieve, but subsequently sends the retrieved data to an LLM for summarization and natural language response generation. This endpoint also returns a JSON object with the SQL query, the data retrieved, and a natural language response that summarizes the retrieved data and answers the original question. This endpoint helps you build conversational BI agents easily and quickly. See the Response API endpoint for code examples and more details.

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Next Steps

Ready to get started?

Playground Docs

Start building with our free cloud-based Playground. Start retrieving data in minutes.

Enterprise Docs

Get started with your existing on-premises Snow Leopard deployment.