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Polyvia ships in stages, version by version:

Polyvia-1.1 — API

The developer product — REST API, Python & TypeScript SDKs, MCP server, and agent skills. Available now.

Polyvia-1.2 — Platform

The web app for knowledge workers in enterprises — ingest, chat, and explore the knowledge graph. Coming next.

Polyvia Agents

Build your own agent for automating processes on large volumes of multimodal documents. Soon after.
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Polyvia-1.1 — API & SDKs
APISDKMCP
2026

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The developer release

Everything you need to build multimodal document retrieval into your own agents and apps.
  • REST API v1 — ingest, documents, groups, query, usage, and rate-limits. Async ingestion with task polling; query workspace-wide, by group, or per document, with grounded citations.
  • Python SDK — pip install polyvia. Typed sync and async clients, batch ingestion, idempotent groups, and structured error handling.
  • TypeScript SDK — npm install polyvia. Fully-typed, ESM/CJS, for Node and modern JS.
  • MCP server + agent tools — connect Polyvia to Claude, Cursor and other MCP clients; first-class helpers for agent frameworks and LangChain.

Start in the quickstart

Index your first document and query it in a couple of minutes.
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Polyvia-1.2 — Platform
Platform
2026

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What’s new in Polyvia Platform

A major upgrade to the web app at app.polyvia.ai.
  • Better document processing — large documents process reliably and much faster, with live uploading & parsing progress on each card while ingestion runs, and bigger uploads (up to 50 MB).
  • Better chat — smooth streaming and reliable citation links.
  • Office & Google docs + images — upload Word, PowerPoint and Excel (DOCX / PPTX / XLSX) alongside PDFs and images.
  • Faster, smoother viewer — PDFs open quickly and scroll without stutter.
  • Knowledge graph view — see entities, claims and evidence extracted from your docs. Filter by group, and click any claim to jump to its source page in a side panel.
  • Settings + API access — a Usage tab showing pages, queries and API calls (this month and lifetime).
  • Integrations (WIP) — connect Google Drive, Dropbox, OneDrive / SharePoint, Amazon S3, Notion and Slack. Notion and Slack use per-user OAuth, so each teammate signs in with their own account. All sources appear in a unified Import dropdown on the Documents page.

Open Polyvia Platform

Upload, chat, and explore the knowledge graph in the browser.
Soon after — Polyvia Agents: build your own agent for automating processes on large volumes of multimodal documents. Plus more integrations out of WIP and expanded ingest types (CAD, heatmaps, molecular). Follow along on the blog.