Use casesDaily briefingsOpen source · MIT
Daily briefings, from sources your model can cite.
Newsletters, morning briefings and digests: the day’s coverage per section, the same story counted once, and verbatim excerpts so every sentence your model writes traces back to a source.
POST /v1/searchmode: "deep" · $5.60 per 1,000 queries
Open-source project · MIT
Run it yourself. News briefing.
This use case is also a complete app on GitHub. Clone it, read how it calls typesearch, and ship your own version.
- Any country, language and topic, from our own index
- Every sentence with a numbered citation to its article
- The same story from several outlets, grouped
- Nothing uncited reaches the page
Run it locally
More open-source projects- 01
Clone
Get the code and install the dependencies.
bashgit clone https://github.com/typesearch-ai/news-briefingcd news-briefingnpm install - 02
Add your key
A free typesearch key in TYPESEARCH_API_KEY; the model runs on the Vercel AI Gateway.
bashcp .env.example .env.localnpm run dev - 03
Run
Open localhost:3000. Or deploy your own copy on Vercel in one click.
Deploy on VercelTry it without keys: DEMO_MOCK=1 answers with fictional data.
The problem
A summary is only as good as what it read
An AI-written briefing fails in familiar ways: it repeats the same wire story five times, misses the local outlet that broke it, or states something no source said.
We don’t write the briefing — your model does. We give it the day’s evidence: grouped, ranked, with verbatim quotes and links.
How it works
- 01
One request per section
Up to five queries per section — “central bank rate decision”, “inflation data”, “fuel prices” — with days: 1.
- 02
The same story once
dedupe: true folds the wire story that ten outlets ran into one result, with the duplicates attached and who published first.
- 03
Quotes, not paraphrase
Deep mode returns highlights per article and essential: verbatim excerpts across outlets, the key facts your model builds on.
- 04
Your model writes
Pass titles, sources, links and quotes to your model and ask it to cite them. Similar expands any story into full coverage.
API
The request
One request does it. The same parameters work over HTTP, with the SDKs and through the MCP server.
What it costs
Recommended · deep$5.60 per 1,000 queries
Deep reads 8 articles per query and returns highlights and essentials: the quotes a briefing is built on.
Also good · fast$1.40 per 1,000 queries
Fast ($1.40) for sections where headlines are enough, like a list of links.
An example month
A 10-section briefing, every day for 30 days
300 queries in deep mode ≈ $1.68
List prices from our pricing page. Each query in a multi-query request counts as one search; identical requests within 10 minutes are free.
curl https://api.typesearch.ai/v1/search \-H "Authorization: Bearer $TYPESEARCH_API_KEY" \-H "Content-Type: application/json" \-d '{"query": ["central bank rate decision", "inflation data", "fuel prices"],"mode": "deep","days": 1,"max_results": 15,"dedupe": true,"essential": true}'
What you get back
- highlights and essential: verbatim excerpts, never generated text
- duplicates: the same story from other outlets, and who published first
- Title, URL, source and publication time for every citation
- Results grouped by the query they answer
When to use something else
- You want the API to write the briefing: we return evidence, not prose. An answer engine does that.
- You need full article text in the newsletter: we return short excerpts that link to the original.
One result, trimmed
{"title": "Central bank holds rate, signals cut in November","url": "https://diarioejemplo.example/economia/tasa","source": "Diario Ejemplo","published_at": "2026-09-25T18:30:00-03:00","score": 0.98,"highlights": ["The board kept the policy rate unchanged and said a cut could come in November"],"duplicates": [{ "title": "Rate unchanged; November cut in view", "url": "https://wire.example/markets/rate", "source": "Example Wire" }]}
Questions
Does typesearch write summaries?
No, on purpose. We return verbatim excerpts, sources and links; your model writes. That way every sentence in the briefing can be traced back to what an outlet actually published.
Can I publish the excerpts in my newsletter?
Excerpts are short (up to 25 words, never from the first paragraph) and always come with the link to the original article. Quote them with attribution and send readers to the source.
What does a daily briefing cost?
300 queries in deep mode ≈ $1.68 at list price.
Keep reading
Alternatives
Build it this afternoon.
Get a key with $5 in free credit, run the request above and see what comes back.