> ## Documentation Index
> Fetch the complete documentation index at: https://docs.polyvia.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Releases & changelog

> What's new in Polyvia — release notes and versions

**Polyvia 1** ships as two products:

<CardGroup cols={2}>
  <Card title="Polyvia API" icon="terminal">
    The developer product — REST API, Python & TypeScript SDKs, MCP server, and
    agent skills.
  </Card>

  <Card title="Polyvia Platform" icon="browser">
    Search & Exploration over multimodal docs — ingest, chat, and explore the
    knowledge graph.
  </Card>
</CardGroup>

***

<Update label="Polyvia 1 — API & Platform" description="2026" tags={["API", "SDK", "MCP", "Platform"]}>
  ## Polyvia 1

  Polyvia 1 ships as two products: the **Polyvia API** (Multimodal Document
  Retrieval API, for developers of AI agents) and the **Polyvia Platform**
  (Search & Exploration over multimodal docs, for knowledge workers in
  enterprises).

  ### Polyvia API

  * **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.

  ### Polyvia Platform

  * **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.

  <Card title="Start in the quickstart" icon="rocket" href="/quickstart" horizontal>
    Index your first document and query it in a couple of minutes.
  </Card>
</Update>

***

<Note>
  **On the roadmap:** more integrations out of WIP and expanded ingest types
  (CAD, heatmaps, molecular). Follow along on the [blog](https://polyvia.ai/blog).
</Note>