Elias Kohout
ecd83d9b79
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title, draft, date, tags, summary, code, demo
| title | draft | date | tags | summary | code | demo | |||
|---|---|---|---|---|---|---|---|---|---|
| LLM Confidence Chat Interface | true | 2024-06-01 |
|
A chat interface making LLM confidence scores accessible to non-technical users. | https://github.com/yourusername/project | https://demo.example.com |
Problem
Non-technical users have no way to assess how confident an LLM is in its responses.
Approach
Built an interactive chat interface integrating lm-polygraph for uncertainty estimation with an intuitive visualization layer.
Tech Stack
- Python, FastAPI
- lm-polygraph
- React
Challenges & Learnings
Translating probabilistic outputs into user-friendly visual indicators while keeping the interface responsive.