automation
Featured Project

Building Code Agent

Intelligent agent for building code inquiries using RAG on legal documents. Cut regulatory compliance search time by 80% with 90%+ accuracy.

Completed: 2025-04
Duration: 1.5 months
Building Code Agent
Project Summary

Intelligent building code assistant that provides answers and guidance related to building regulations, leveraging RAG techniques on specific legal documents like the Egyptian building code.

Complete Technology Stack

Every layer of technology carefully selected and integrated for optimal performance and scalability

Frontend
Streamlit
Interactive UI
Multi-language Support
Backend
Python
LangChain
FastAPI
AI/ML
RAG System
Document Processing
Semantic Search
Vector Embeddings
Database
Vector Database
Document Store
Egyptian Building Law
Deployment
Cloud Hosting
Docker
Monitoring
Usage Analytics
Accuracy Tracking

Business Impact & Results

Measurable outcomes that demonstrate the real-world value of this AI solution

90%+
Accuracy
Code compliance checks
80%
Search Time
Reduction
1,200+
Documents
Pages processed
2
Languages
Arabic/English support

Overall Impact

Intelligent building code assistant that provides answers and guidance related to building regulations, leveraging RAG techniques on specific legal documents like the Egyptian building code.

Technical Implementation

A deep dive into the architecture, deployment strategy, and ongoing maintenance approach

Architecture

RAG-based system with document embedding and semantic search capabilities

Deployment

Cloud-based deployment with scalable document processing

Monitoring

Query accuracy tracking and user engagement metrics with multi-lingual support

Maintenance

Regular document updates and model retraining with extensible tool architecture

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