// Integrations

Connect Polaris everywhere

Drop verified intelligence into any AI framework, chat platform, or custom application. Every integration gets the same structured data — confidence scores, bias detection, and full provenance.

AI Frameworks

LangChainPython

5 tools: search, feed, similar briefs, story clusters, and structured data search. Full agent example included.

LlamaIndexPython

FunctionTool integration with ReActAgent. Search, feed, clusters, and data tools with full type hints.

OpenAI ToolsPython

Function calling schema for GPT-4o. JSON definitions for search, clusters, and data tools with tool executor.

MCPConfig

One-line config for Claude Desktop and Cursor. 8 tools available — no API key needed for read-only access.

Native APIs

TypeScript / JavaScript

Plain fetch examples for every endpoint — search, feed, similar, clusters, data, and SSE streaming. No dependencies.

Real-Time Streaming

SSE and WebSocket endpoints for instant brief alerts. Subscribe by category, get push notifications for trending stories.

Team Channels

Slack Integration

  1. 1Go to your Slack workspace settings and navigate to Apps > Manage
  2. 2Search for "Incoming Webhooks" and add it to your workspace
  3. 3Choose the channel where you want Polaris alerts to appear
  4. 4Copy the Webhook URL that Slack provides
  5. 5In the Polaris webhooks page, paste the URL and select "Slack" format
  6. 6Select the events you want to receive (e.g., brief.published)
  7. 7Test the webhook — you should see a formatted message in your Slack channel

Example Payload

{
  "blocks": [
    {
      "type": "header",
      "text": {
        "type": "plain_text",
        "text": "New Brief: AI Chip Race Intensifies"
      }
    },
    {
      "type": "section",
      "text": {
        "type": "mrkdwn",
        "text": "Major semiconductor companies announce..."
      },
      "fields": [
        { "type": "mrkdwn", "text": "*Category:* Tech" },
        { "type": "mrkdwn", "text": "*Sources:* 5" }
      ]
    },
    {
      "type": "actions",
      "elements": [{
        "type": "button",
        "text": { "type": "plain_text", "text": "Read Brief" },
        "url": "https://thepolarisreport.com/brief/..."
      }]
    }
  ]
}

Agent Platforms

🦞OpenClaw10 commands

Install the Polaris skill and get /news, /brief, /search, /trending, /entities, /similar, /clusters, /data and more. One command install, works in any OpenClaw agent.

Developer PortalAPI Reference