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RAG & GeoAI Interactive Labs

Muhammad Safdar | Three functional browser-side demonstrations with clear boundaries. Source Python applications require separate backend hosting.

Demo scope: Runs locally in your browser. No uploaded content is sent to a server. Legal search is lexical, not an LLM-generated answer. Land-cover tools audit CSV text, not imagery or trained models.

RAG & DOCUMENT INTELLIGENCE

Lexora Evidence Search

Paste a document, enter a question and retrieve ranked, cited excerpts. Supports text pasted from legal PDFs or documents.

Enter a question and select Search evidence.
GEOAI & CLASSIFICATION DATA

GeoDistill Class Explorer

Inspect labeled image manifests and produce a class-balance summary before training.

Paste a manifest and analyze.
DATA QUALITY & COMPETITION

Land-Cover Dataset Auditor

Check required CSV fields, duplicate image paths, missing labels and split leakage by filename.

Paste a manifest and run the audit.