18 lines
1.0 KiB
YAML
18 lines
1.0 KiB
YAML
name: "prompt-analyzer"
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description: |
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I have some existing work here (embedding prompts, clustering them, generating
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summaries with GPT). I want to make it more interactive and reusable.
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Objective: create an interactive cluster explorer
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- Build a lightweight streamlit app UI
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- Allow users to upload a CSV of prompts
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- Display clustered prompts with auto-generated cluster names and summaries
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- Click "cluster" and see progress stream in a small window (primarily for aesthetic reaons)
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- Let users browse examples by cluster, view outliers, and inspect individual prompts
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- See generated analysis rendered in the app, along with the plots displayed nicely
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- Support selecting clustering algorithms (e.g. DBSCAN, KMeans, etc) and "recluster"
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- Include token count + histogram of prompt lengths
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- Add interactive filters in UI (e.g. filter by token length, keyword, or cluster)
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When you're done, update the README.md with a changelog and instructions for how to run the app.
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