Turn any text into structured intelligence
intent · summary · entities
Ark Summarize reads a block of text and returns clean JSON — the intent behind it, a concise extractive summary, and the entities it mentions. It runs entirely on the CPU with no GPU, no model download and no third-party AI provider, so responses come back in milliseconds and your text never leaves the server.
One input, three signals
Most summarizers give you a blob of text. Ark Summarize gives you a structured, machine-readable object you can route, store and act on directly.
- intent The high-level purpose of the text — is it a question, a complaint, a request, praise, a transaction, an instruction?
- summary A concise extractive summary built from the most informative sentences, length you control.
- entities People, organizations, places, emails, URLs, money, dates, times, phone numbers and percentages.
Why Ark Summarize
Built for privacy, speed, and developer ergonomics.
Intent detection
A cue-based classifier weighs structural and lexical signals to label each text — question, request, complaint, praise, transaction, instruction and more.
Extractive summary
Sentences are ranked by term frequency with a positional prior, so the summary is faithful to the source — no hallucinations, no made-up facts.
Entity extraction
Regex extractors and a capitalised-phrase heuristic surface names, orgs, places, emails, URLs, money, dates, times, phones and percentages.
Your text stays put
Analysis happens on your server with a self-contained engine. Nothing is sent to OpenAI, Anthropic or any external API — perfect for sensitive data.
Instant on CPU
No GPU, no multi-gigabyte model to download, no cold starts. Typical responses return in well under a tenth of a second.
Three engines, compare live
A fast lexical engine (default), a semantic MiniLM
embedding model, and an abstractive DistilBART summarizer that
generates new condensed text — all on CPU. Run one or several and compare side by
side. Choose per request via the API model field.
Personal API keys
Every account gets a unique key sent in a header name you choose. Regenerate it anytime from your profile.
How it works
From sign-up to your first JSON response in under a minute.
Sign up with email
Enter your email, solve a quick CAPTCHA, and confirm the one-time code.
Grab your API key
A unique key is waiting on your profile, with a header name you can customize.
Summarize — UI or API
Use the web tool or POST your text to /api/summarize from your app.
What developers build with it
📨 Support triage
Auto-route incoming messages by intent and surface the customer, order and contact entities.
📰 Feed digests
Condense articles into a few sentences and tag the people and organizations involved.
🗂️ Document tagging
Index large corpora with keywords and entities for fast, structured search.
A REST API developers enjoy
One endpoint, a JSON body in and structured JSON out, authenticated by your
personal key. No SDK required — just curl or any HTTP client.
- JSON in, JSON out —
intent,summary,entities - Control summary length with
maxSentences(1–10) - Pick the engine with
model(lexical,minilmorabstractive); defaults to lexical - Authenticated by a header name you choose
- Live
curlgenerator built into the web tool
Ready to add text intelligence to your app?
Free to start. No credit card. Your data stays on your server.