Introducing Context212 Console

Document intelligence you control

Document AI for regulated teams. Three endpoints, one API key. Deploy on-premise or in a sovereign cloud.

How you retrieve will change. How you cite shouldn't. Context212 moves parse, extract, search, and ask out of pipeline glue and into one API, so what you ship today still grounds tomorrow.
/search

Grounded retrieval with citations

Hybrid semantic and lexical search. Every answer ships with its source.

cURL
curl https://api.context212.com/api/v1/search \
  -H "Authorization: Bearer $C212_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"query":"What is the notice period?","kb":"contracts"}'

Hybrid

Dense + lexical

Cited

Source pages

ACL

Document level

Multi

Multilingual

/search

Grounded retrieval with citations. Hybrid semantic and lexical search. Every answer ships with its source.

/parse

Structure from every page. PDFs, scans, tables, and multilingual layouts become retrieval-ready text.

/ask

Ask grounded questions. Conversational answers over your documents: cited, scoped, and perimeter-bound.

Dense and lexical on one query. Built for complex documents and messy real-world PDFs.

Agents dump raw PDFs, garbled tables, and off-domain queries into the same thread. The retrieval layer has to handle the input it gets.

Hybrid signals, one request

JSON
{
  "query": "What is the notice period?",
  "mode": "hybrid",
  "citations": true
}

Every answer ships with its source. Auditable by design, not as an afterthought.

Every answer ships with the exact passage that supports it. Auditable by design.

Bring your own model. Your policy dictates where inference runs.

Bring your own model. Open-source, commercial, or private. Your policy dictates where inference runs.

Choose a model...

Connect MCP clients
to Context212:

  • Claude
  • OpenAI
  • Gemini
  • Perplexity
  • Copilot
  • Mistral

Agents only see what they should. SSO, SCIM, and role-based access at document level.

SSO, SCIM, and role-based access. Agents never see a token they should not see.

  • Document-level ACLs

    Every retrieval respects native permissions so agents never see a token they should not see.

  • Workspace isolation

    Scope corpora by team or matter. Separate indexes, shared platform.

  • SSO and SCIM

    Provision access from your identity provider and revoke it the same way.

Built for search. Context212 supports every modern enterprise search behavior.

From conversational Q&A to multimodal RAG and agentic reasoning: one retrieval layer for every enterprise search pattern.

  • Conversational Search & Q&A. Users ask questions, not keywords. Get a synthesized answer backed by clickable citations.

  • Massive Multimodal RAG. Ingest millions of files: images, technical diagrams, tables, and handwritten notes.

  • Agentic Reasoning Chains. Multi-step requests that search, cross-reference, and deliver a complete result.

  • Custom Specialized Agents. Dedicated experts per team with specific prompts and restricted document scopes.

  • Universal Data Synchronization. Index and sync from SharePoint, Drive, Confluence, and file servers.

  • Strict Governance & ACLs. Mirror native permissions and isolate data into workspaces for compliance.

Explore the platform
01

Install the SDK

Call parse, extract, search, and ask from one client. Functions that know when to retrieve, cite, and throttle.

02

Deploy alongside your app

Run in your existing stack, on-prem, or a sovereign cloud—serverless, traditional, or air-gapped.

03

Observe and optimize

The citations that make answers durable are the same data you use to fix retrieval and improve it.

Document AI for builders and enterprises.

Trusted by regulated teams. Parse, extract, and search, on-prem or sovereign cloud.

Get startedRead the docs