Orchata

Knowledge infrastructure that automatically chunks, embeds, and indexes documents for AI agents.

PlatformWebusage_basedglobal

Orchata gives AI agents fast access to knowledge by automatically chunking, embedding, and indexing uploaded PDFs, docs, or markdown, queryable via a TypeScript SDK, REST API, or native MCP server. It's built for real-time applications with sub-150ms retrieval, so developers don't have to set up or manage a separate vector database. It's aimed at developers building AI agents that need fast, reliable access to document knowledge.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of Orchata - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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