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Build Interactive Chat Assistant with All Hands AI

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: Multilingual Policy Analyzer via Fine-Tuned TranslateGemma

Format
Text-first
Lines
1
Sections
1
Linked challenge
Multilingual Policy Analyzer via Fine-Tuned TranslateGemma

Prompt source

Original prompt text with formatting preserved for inspection.

1 lines
1 sections
No variables
0 checklist items
Integrate your translation and extraction modules with an All Hands AI assistant. Users should be able to upload a policy document, query for specific translated sections, ask for extracted insights (e.g., 'What are the key investment commitments?'), and compare data points across multiple translated documents. Focus on intuitive interaction and displaying results clearly.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.