Build an AI Summarizer

Guide the user through building AI that condenses long content into useful summaries. Uses DSPy to produce consistent, faithful summaries with controllable length and detail.

Step 1: Understand the task

Ask the user:

1. What are you summarizing? (meeting transcripts, articles, support threads, documents, emails?)
2. What format should the summary be? (bullet points, narrative paragraph, executive brief, action items?)
3. How long should summaries be? (one sentence, a paragraph, 3-5 bullets, custom word limit?)
4. Who reads the summaries? (executives, team members, customers, developers?)

Step 2: Build a basic summarizer

Simple text-to-summary

import dspy