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What is Orchata?

Orchata is a Retrieval Augmented Generation (RAG) platform that makes it easy to build intelligent applications. Whether you’re building a chatbot, search engine, or AI agent, Orchata provides the infrastructure to organize, search, and retrieve your knowledge at scale.

Quickstart

Get up and running with Orchata in under 5 minutes.

Core Concepts

Understand Spaces, Documents, and Queries.

MCP Server

Connect AI assistants to your knowledge base.

API Reference

Explore the REST API documentation.

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Why Orchata?

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Organized Knowledge

We structure information into Spaces - logical containers for related documents. This organization isn’t just for humans; it helps AI understand context and retrieve more accurate results. Documents are automatically chunked, embedded, and indexed for fast similarity search. Ask questions in natural language and get relevant answers from your knowledge base.

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AI-Native

Built from the ground up for AI applications. Our MCP server lets Claude, Cursor, and other AI tools interact directly with your knowledge base.

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Production-Ready

Battle-tested infrastructure with:
  • High-performance vector search
  • Automatic document processing
  • API key authentication

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How It Works

1

Create a Space

Organize your knowledge into focused spaces. Each space contains related documents.
2

Upload Documents

Add documents via the API, dashboard, or MCP tools. We handle chunking and embedding automatically.
3

Query Your Knowledge

Use semantic search to find relevant information. Our Smart Query feature even helps you discover which spaces to search.
4

Build Applications

Integrate with your applications using the REST API, or connect AI assistants via MCP.

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Integration Options

Full programmatic access to all Orchata features. Perfect for custom integrations and applications.
curl -X POST https://api.orchata.ai/query \
  -H "Oai-Api-Key: your-api-key" \
  -H "Content-Type: application/json" \
  -d '{"query": "How do I get started?", "spaceIds": ["space-id"]}'

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Getting Help

Documentation

Complete guides and tutorials.

API Reference

Detailed endpoint documentation.
Questions? Reach out to us at [email protected].