kelvinmaina01/Lawlify-AI-RAG-Architecture

Lawlify AI is a production-grade Agentic RAG engine for Kenyan & EA law. It eliminates hallucinations by grounding answers in Kenya Law and EACJ statutes. Features hybrid semantic search, verifiable citations, and LangChain workflows for precise legal research. ⚖️ Lawlify AI: Agentic RAG for East African Jurisprudence Lawlifu AI is a specialized, production-grade Retrieval-Augmented Generation (RAG) engine designed for the legal complexities of Kenya and the East African Community (EAC). Unlike generic AI, Lawlifu uses Agentic workflows to navigate authoritative statutes, gazettes, and case law with zero hallucinations and mandatory citations. ## 🚀 Key Capabilities 🔍 **Precision Retrieval**: Hybrid search (Vector + BM25) across the Laws of Kenya, Kenya Gazette, and EACJ precedents. 🤖 **Agentic Reasoning**: Built with LangGraph to perform multi-step legal research—verifying if a statute is repealed before citing it. 🔗 **Verifiable Citations**: Every response includes direct references to specific sections, acts, or judicial case numbers. 🌍 **Localized Context**: Optimized for East African legal terminology and bilingual (English/Kiswahili) document processing. ## 🛠️ The Architecture Lawlifu AI follows a modular pipeline to ensure legal defensibility: - **Ingestion**: OCR-processed PDF parsing of historical Kenya Law reports. - **Indexing**: Semantic chunking that preserves the hierarchy of Sections and Sub-sections. - **Retrieval**: A re-ranking pipeline that prioritizes the most recent amendments and "Good Law." - **Generation**: GPT-4o/Claude-3.5 grounded strictly in the retrieved context.