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OneAgent - Query Agent for Enterprise Data Changelog

An autonomous agent built on LangGraph that bridges the gap between structured and unstructured data to provide actionable insights. Leverages Azure OpenAI (GPT-5 Mini), PostgreSQL, and Blob Storage to answer questions, run code, and visualize data.

2025-10-15

Designed agent architecture using LangGraph with 5 specific tools (Vector Store, SQL Engine, Web Search, Code Interpreter, Data Visualization)

2025-11-01

Integrated Azure PostgreSQL (pgvector) for structured employee data and document embeddings from SoftwareOne

2025-11-20

Implemented document processing pipeline for unstructured data (PDFs, Docs)

2025-12-05

Developed code interpreter and data visualization tools for complex query handling

2025-12-20

Deployed fully functional agent to Azure App Service

2025-12-29

Created demo video and presentation showcasing end-to-end capabilities