Project Management AI Assistant

소개

This server acts as a sophisticated, context-aware middleware designed to empower AI assistants with hyper-relevant information. It intelligently intercepts user queries, employing advanced NLP to analyze intent, extract entities, and parse temporal references. Subsequently, it gathers pertinent context from a suite of productivity systems including Google Calendar, GitHub, Slack, and JIRA. Before delivery, the fetched data is meticulously processed through caching, ranking, summarization, and correlation engines, creating a structured and concise context package that is then delivered alongside the original prompt to a generative AI model like Gemini, enabling more accurate and insightful responses.

주요 기능

• Multi-Source Context Aggregation: Fetches data from Google Calendar, GitHub, Slack, and JIRA.
• Dynamic Data Retrieval Tools: Provides specific functions to query each integrated service (e.g., get upcoming events, fetch open issues).
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• Context Packaging & Optimization: Employs caching, ranking, summarization, and correlation to create concise context bundles.
• AI Model Integration: Delivers structured context and prompts to Gemini AI for enhanced responses.
• Intelligent Query Understanding: Analyzes user intent, extracts entities, and parses temporal references using NLP.

사용 사례

• Enable AI to manage schedules and team availability by aggregating Google Calendar and Slack data.
• Enhance an AI assistant's ability to answer project-related questions by providing real-time data from JIRA and GitHub.
• Streamline developer workflows by giving an AI comprehensive context on repositories, pull requests, and deployments.