AttenTech
Language & Intelligence

Summarization

Condense long documents and conversations into the points that matter.

Get API AccessPrivate beta only
// OVERVIEW

How Summarization works

Feed in a lengthy contract, transcript, or report and get back a tight summary, the key points behind it, and a length you control. Built to hold up on real documents — multi-page, multi-speaker, messy formatting — not just clean sample text.

Length-controlled output

Ask for a one-line brief, a short paragraph, or a detailed digest — the same document compresses to whatever length your workflow needs.

Key point extraction

Beyond a single summary blob, the engine pulls out discrete key points so downstream systems can render bullets, highlights, or action items.

Long-document and transcript ready

Handles multi-page reports and multi-speaker call transcripts alike, preserving the throughline across sections instead of summarizing each chunk in isolation.

summarize
attentechth.com/api/nlp/summarize
01// condense a long document in one call
02import { Summarizer } from '@attentech/sdk'
03
04const summarizer = new Summarizer({
05 region: 'th-bangkok',
06})
07
08const result = await summarizer.condense({
09 document: contractText,
10 length: 'short',
11})
12
13const { summary, keyPoints, length } = result
14render(summary, keyPoints)
// PROCESS

How Summarization condenses long documents without losing the thread

The model distills the source down to its core narrative in one pass — not chunk by chunk — then pulls out discrete, ranked key points, so the summary you get back preserves the throughline across a multi-page report or a multi-speaker transcript.

SUMMARY
KEY POINTS
LENGTH
Ingest
Condense
Extract Points
Structured Output

Ready to integrate Summarization?

Get API access in days, or bring us in to run the full workflow for you — sovereignty by design at every step.

Get API AccessPrivate beta only