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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.

Polyvia ingests text, visual, and audio source material into the same unified knowledge graph. You don’t need to pre-classify or pre-convert your files — drop in whatever your team produces and Polyvia routes each file through the right parser automatically.

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Overview

Documents

PDF, DOCX, PPTX

Text

TXT, Markdown

Images

PNG, JPG, screenshots, scans

Audio

WAV, MP3, M4A, and more

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Documents

Reports, filings, contracts, research papers, scanned books. Polyvia extracts text, tables, charts, and figures — preserving page numbers and layout for citations.Extensions: .pdf
Memos, proposals, internal docs. Headings, lists, and tables are preserved so structure-aware queries (e.g. “what does section 3.2 say about…”) work correctly.Extensions: .docx, .doc
Pitch decks, board decks, training material. Slide order is preserved and per-slide visuals (charts, images, diagrams) are extracted alongside speaker notes.Extensions: .pptx, .ppt

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Text

Logs, transcripts, notes, raw exports. Indexed line-by-line with no formatting loss.Extensions: .txt
READMEs, wikis, internal docs, AI-generated reports. Headings, code blocks, and lists are parsed natively, so structural citations point to the right section.Extensions: .md

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Images

Product photography, architecture diagrams, whiteboards, screenshots, scanned receipts. Polyvia runs visual understanding to extract text, structure, and entities — citations point to the image with bounding boxes when applicable.Extensions: .png, .jpg, .jpeg, .gif, .webp, .bmp

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Audio

Sales calls, interviews, podcasts, meeting recordings. Polyvia transcribes with timestamps and speaker turns — citations link directly to the utterance, and queries can return clickable timestamps that seek the player to the cited moment.Extensions: .wav, .mp3, .m4a

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How ingestion works

Regardless of format, every file flows through the same pipeline:
  1. Parse — format-specific parser extracts raw content (text, page layout, frames, transcript).
  2. Extract — VLM and LLM passes pull out facts, tables, charts, and entities.
  3. Index — facts are linked into the ontology graph with source provenance (document, page, bounding box, or timestamp).
  4. Query — agents can search across all formats in the same call; citations point back to the exact source location.

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Uploading

You can ingest any supported format through any of our interfaces:

Polyvia Studio

Drag-and-drop upload — no code required.

REST API

Single or batch upload via /api/v1/ingest.

SDKs

Python and TypeScript SDKs with batch helpers.
Need a format we don’t list? Video, HTML, and email ingestion are on the roadmap. Email senyao@polyvia.ai and tell us what you’d like to throw at Polyvia.