Citation-backed RAG · 2025
Agentic Legal Research
An agentic question-answering system over Pakistan higher-court judgments — conversational research with citations, not vibes.
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Challenge
Case law research is slow, keyword-brittle, and easy to hallucinate if you drop a raw LLM on a PDF pile.
Approach
I built a retrieval pipeline over judicial datasets, then wrapped it in an agentic loop that answers in seconds and must show its sources. Precision over poetry.
Outcome
Legal questions become a conversation grounded in the record. The system is a working proof that enterprise RAG only matters if citations survive scrutiny.
PythonVector searchRAGLangChainLLMs