Generative AI information retrieval for educators
Developed an AI-powered information retrieval system for Education Victoria using Generative AI, OpenAI, and the LangChain framework.
Role: Solutions Architect - Data and AI
The approach
Developed an AI-powered information retrieval system for Education Victoria using Generative AI, OpenAI, and the LangChain framework. The system integrates with Azure, utilizing Function Apps for seamless data processing and Retrieval-Augmented Generation (RAG) to enhance response accuracy. It gathers information from multiple sources, allowing users to retrieve relevant insights through natural language prompts. LangChain optimizes AI interactions with structured and unstructured data, improving retrieval efficiency. This solution empowers educators and administrators with quick, precise insights, enhancing decision-making and operational effectiveness.
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