BIP Assistant
Provides an AI-powered assistant for answering natural language questions about BIT Information Portal (BIP) data, leveraging an MCP server and a browser extension for secure access.
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The BIP Assistant integrates with the BIT Information Portal to offer an AI-powered helper capable of understanding and responding to natural language questions about BIP data. It consists of a FastAPI-based Model Context Protocol (MCP) server that intelligently routes user queries to relevant BIP APIs using Language Models (LLMs) like Google Gemini. A companion Chrome browser extension securely manages and transmits active BIP session cookies to the server, ensuring authenticated data access. The assistant extracts entities from questions, constructs targeted API calls, optimizes data fetching, and synthesizes natural language answers from retrieved data, making complex information accessible through intuitive interaction.
Características Principales
- Optimized data fetching, parsing, and LLM-generated natural language answers
- Intelligent API routing and contextual query parameterization using LLMs (Google Gemini)
- AI-powered assistant for natural language queries against BIP data
- Secure BIP data integration via session cookies from a Chrome extension
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- Typo tolerance and user-contextual query handling for personalized information retrieval
Casos de Uso
- Enable students to query their academic records, courses, and achievements using natural language.
- Provide an intelligent interface for an existing web portal, making data more accessible without complex navigation.
- Allow faculty and staff to quickly retrieve department listings, student activity masters, or course-faculty mappings.
