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Signed-off-by: Ilan Bigio <ilan@openai.com>
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Ilan Bigio
2025-04-16 12:56:08 -04:00
commit 59a180ddec
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codex-cli/examples/prompt-analyzer/task.yaml Normal file
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name: "prompt-analyzer"
description: |
I have some existing work here (embedding prompts, clustering them, generating
summaries with GPT). I want to make it more interactive and reusable.
Objective: create an interactive cluster explorer
- Build a lightweight streamlit app UI
- Allow users to upload a CSV of prompts
- Display clustered prompts with auto-generated cluster names and summaries
- Click "cluster" and see progress stream in a small window (primarily for aesthetic reaons)
- Let users browse examples by cluster, view outliers, and inspect individual prompts
- See generated analysis rendered in the app, along with the plots displayed nicely
- Support selecting clustering algorithms (e.g. DBSCAN, KMeans, etc) and "recluster"
- Include token count + histogram of prompt lengths
- Add interactive filters in UI (e.g. filter by token length, keyword, or cluster)
When you're done, update the README.md with a changelog and instructions for how to run the app.