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AtlasPreviewHosted API

Your knowledge, cited and in context.

Atlas turns documents and sources into ranked evidence with citations, and gives agents memory that lasts as long as it should.

What is our refund policy for annual plans?
1Billing-Policy.pdf · p. 4

Annual plans can be refunded in full within 30 days of purchase.

S3 · billing-docsFresh
0.92
2Help-Center.md

To request a refund, open Billing, then Invoices, and choose the plan.

UploadFresh
0.87
3Terms-2026.docx · §9

Refunds are issued to the original payment method within 10 days.

UploadUpdated 2d ago
0.81
Context bundle · 3 sources, all citedquality 0.86

Bring your documents

Upload files or connect an S3 bucket. Atlas parses, chunks, embeds and indexes them into knowledge stores your agents can search.
Drop documents into a knowledge storePDF · Word · HTML · Markdown · CSV · JSON · images · audio
UploadParseChunkEmbedIndex
Help_Center.pdfIndexing
Returns_Policy.pdfReady
s3://acme-billing/terms/Synced · incremental

Context, assembled

Ask for context with an objective and get a bundle of evidence. Every item carries its source, when it was captured and how fresh it is, with a quality score for the whole bundle.
Context bundlebnd_7a2c · v3
ObjectivePrepare a vendor security review
Sources5 items · 3 documents · all cited
Freshnessfresh
Refresh2 items changed since v2
Context quality0.86
Relevance0.91
Freshness0.95
Confidence0.84
Diversity0.72

Memory with an expiry date

Give agents memory that lasts as long as it should: a day for a task, a few hours for a session, a year for what an agent or workspace should always know.
Agent memoryExpires by scope
TaskDraft uses the Q3 numbers24 h
SessionUser is reviewing Acme’s renewal8 h
AgentAnswers in metric units1 year
WorkspaceFiscal year starts in April1 year

Reads what you already have.

Point Atlas at the documents your team already keeps.

  • PDF and Word

    Reports, contracts and manuals.

  • HTML and Markdown

    Help centers, wikis and docs sites.

  • CSV and JSON

    Exports and structured records.

  • Images

    Scans and screenshots, read with OCR.

  • Audio

    Calls and recordings, transcribed.

  • Amazon S3

    Whole buckets, kept in sync.


One API for context.

Search stores, assemble bundles and read and write memory over REST, signed in with your Hexel Studio identity.

curl -X POST https://api.hexelstudio.com/data/v1/stores/_v/$STORE/search \  -H "Authorization: Bearer $TOKEN" \  -H "X-Workspace-Id: $WORKSPACE" \  -d '{"query": "refund policy for annual plans", "top_k": 5}'

Give your agents something to cite.

Atlas is in preview as a hosted API.