Compare service information across cities in a difference matrix

Create a DocumentAgent per city and compare the same service dimensions with source-backed differences.

Goal

Create a DocumentAgent per city and compare the same service dimensions with source-backed differences.

Index documents by city with summary/vector tools and source metadata. [source-anthropic-compare-city-service-options-across-documents]
Query each city with fixed questions and build a normalized comparison table. [source-anthropic-compare-city-service-options-across-documents]
Distinguish missing data from real differences; cite every table cell. [source-anthropic-compare-city-service-options-across-documents]

Check that every city/service cell links to a document passage and date; show conflicting values side by side instead of merging them.

If a city has missing fields, inspect its document index and retrieval scope; mark unsupported cells unknown rather than filling them in.

Python, LlamaIndex, Anthropic API, and authorized city documents; use notebook test data.

Reads approved city documents and sends relevant text to the model API; creates a comparison matrix without personal-data access or automatic publication.

Run the source on isolated test data, then check outputs and dependency versions before adapting it.

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License: MIT