Policy & Community Constraint Extraction with Grok-2

implementationChallengeNovember 29, 2025

Prompt Content

Simulate a set of local zoning ordinances, environmental regulations, and public meeting transcripts. Use the Grok-2 API to analyze these documents and extract quantifiable constraints (e.g., minimum setback distances, maximum noise levels, negative sentiment indicators) that will influence site selection and operational parameters. Integrate FAISS to quickly find relevant sections or similar historical cases if a knowledge base of documents is provided.

Usage Tips

Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)

Customize placeholder values with your specific requirements and context

For best results, provide clear examples and test different variations