Skip to main content
Hero

​
Welcome to Qontext

Qontext is a unified context layer that turns scattered company data into AI-ready context. It organizes data from the tools a company already uses into use-case-specific Context Vaults and provides the company’s AI processes with the exact context they need.

​
How to use Qontext?

We provide an easy to use hosted cloud API. Check out the following resources to get started:

API

Retrieve context by directly calling the Qontext API

Workflow Builders

Set up AI workflows with context in make.com, n8n or zapier

​
API Key

To use the API, you need to sign up to Qontext and get an API key.

​
Features

  • Ingestion: Ingest data automatically from data sources connected in our app or manually from text, JSON, or websites via our API.
  • Structuring: Your data is structured in context vaults, building data relationships across all your inputs.
  • Retrieval: We deliver highly-relevant company context to your workflows. Get it seamlessly in our workflow builder integrations or manually through our API.

​
Powerful Capabilities

  • Source-agnostic ingestion: plain text, markdown, website content behind a URL, or tools like HubSpot, Notion, Slack through our data connections
  • Highly relevant context retrieval: designed to get the context you need based on a natural language prompt you provide

​
Ingestion

Bring your company data into Qontext from any source, whether it’s plain text, website content, or connected tools like HubSpot and Notion. We automatically process and prepare your data for intelligent structuring.

​
Example

cURL
curl --request POST \
  --url https://api.qontext.ai/v1/ingestion/unstructured \
  --header 'Content-Type: application/json' \
  --header 'X-API-Key: q_sk_2fd0.2fd0db0df5d4254411db03fb99077e9b5ce9272024bb0ae0638dfbf872e5896c' \
  --data '{
  "workspaceId": "ws_123e4567-e89b-12d3-a456-426614174000",
  "knowledgeGraphId": "kg_681c0068-b589-4923-ac4a-73040fab7a45",
  "text": "Harry Potter met with Hermione Granger to discuss potential partnership opportunities."
}'

​
Response

{
  "syncLogId": "sync_a01c7c1c-ecb0-49ec-af7f-329f4b4628bf"
}

​
Retrieval

Get precisely the right context for any AI workflow or prompt. Our system intelligently traverses your context vault to deliver highly-relevant company context that powers smarter AI decisions.

​
Example

cURL
curl --request POST \
  --url https://api.qontext.ai/v1/retrieval \
  --header 'Content-Type: application/json' \
  --header 'X-API-Key: q_sk_2fd0.2fd0db0df5d4254411db03fb99077e9b5ce9272024bb0ae0638dfbf872e5896c' \
  --data '{
  "workspaceId": "ws_123e4567-e89b-12d3-a456-426614174000",
  "knowledgeGraphId": "kg_681c0068-b589-4923-ac4a-73040fab7a45",
  "prompt": "Give me the following information regarding Harry Potter. 1) Who is he?, 2) What is his relationship with Gryffindor Inc., Weasleys Wizard Wheezes, and Ollivanders?",
  "limit": 5,
  "depth": 1,
  "rerank": true
}'

​
Response

{
  [
    "*Harry Potter -> Gryffindor Inc. (works_at)*: Harry Potter works at Gryffindor Inc. as Project Lead.",
    "*Harry Potter*: Harry Potter is a contact with email harry@gryffindor.com; he entered the system on 2025-09-01, had first outreach on 2025-08-11, was last contacted on 2025-08-28, and is in the lead lifecycle stage.",
    "*Harry Potter -> Weasleys Wizard Wheezes (advisor_to)*: Harry Potter is advising Weasleys Wizard Wheezes on new product launches.",
    "*Weasleys Wizard Wheezes*: Weasleys Wizard Wheezes is a magical joke shop company co-founded by Fred and George Weasley, specializing in prank and novelty products for wizarding customers.",
    "*Harry Potter -> Ollivanders (consulted_for)*: Harry Potter consulted for Ollivanders regarding wand customization strategies.",
    "*Ollivanders*: Ollivanders is a wand-making company with a legacy spanning centuries, providing premium wands to witches and wizards globally."
  ]
}
⌘I