Summary

Long threads → key points in seconds.

Conversation summarisation, handoff briefs, and entity extraction. Turn long threads into actionable summaries for agents and managers.

Everything you need

Built for production. Designed for simplicity.

Thread Summaries

Condense long conversation threads into key points, action items, and customer sentiment.

Handoff Briefs

Generate structured handoff briefs with open issues, attempted solutions, and recommended next steps.

Entity Extraction

Extract customer details, product names, issue types, and action items automatically.

Batch Processing

Summarise hundreds of conversations in a single batch for trend analysis.

Configurable Length

Control summary length from one-liner to detailed breakdown.

Provider Agnostic

Use any LiteLLM-supported model for summarisation.

Simple to use

Summarise a support conversation into key points.

Full API Reference
summary_example.py
import httpx

resp = httpx.post("http://localhost:8008/api/v1/summarize", json={
    "messages": [
        {"role": "customer", "content": "My order hasn't arrived..."},
        {"role": "agent", "content": "Let me check the tracking..."},
    ],
})

Endpoints

Clean REST APIs. No SDK required.

POST
/api/v1/summarize
Summarise a conversation
POST
/api/v1/handoff
Generate handoff brief
POST
/api/v1/extract
Extract entities and action items
GET
/health
Service health check

Learn more about Summary

Explore how this AI capability can transform your support operations.