multi-modal-researcher — Gemini AI Agent
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    multi-modal-researcher

    multi-modal-researcher

    aryangautm July 5, 2025
    4 copies 0 downloads

    ScholarAI: multi-agent ai deep researcher built using langgraph and gemini-2.5 models

    🎓 ScholarAI: Your Personal AI Research & Podcast Studio

    <p align="center"> <img src="https://img.shields.io/badge/Python-3.11+-blue.svg" alt="Python Version"> <img src="https://img.shields.io/badge/Framework-FastAPI-green" alt="FastAPI"> <img src="https://img.shields.io/badge/Messaging-Kafka-black" alt="Kafka"> <img src="https://img.shields.io/badge/Orchestration-LangGraph-orange" alt="LangGraph"> <img src="https://img.shields.io/badge/License-MIT-lightgrey" alt="License"> </p>

    Image

    Effortlessly transform any research topic into a comprehensive, cited report and a studio-quality podcast. ScholarAI leverages a sophisticated, event-driven backend and multi-agent workflows powered by LangGraph and Google Gemini 2.5 Pro to automate the entire research-to-content pipeline.

    This isn't just a script; it's a production-grade, asynchronous system designed for scalability, resilience, and real-time user feedback.

    ✨ Key Features

    • ⚡ Instantaneous API Response: The API uses an event-driven architecture with Kafka to accept jobs instantly, providing a non-blocking user experience.
    • 🧠 Multi-Modal Intelligence: Goes beyond text by analyzing YouTube videos to extract deep insights, enriching the final research report.
    • 🌐 Real-time Web Search: Integrates Gemini's native Google Search tool to ground its research in up-to-the-minute, real-world data with citations.
    • 🎙️ Multi-Speaker Podcast Generation: Creates engaging, conversational podcasts with distinct speaker voices using Gemini's advanced TTS capabilities.
    • 🔴 Live Job Tracking: Users receive real-time status updates pushed from the server via WebSockets, from PENDING to COMPLETED.
    • 🔒 Secure, On-Demand Artifacts: Generated reports and podcasts are stored securely in the cloud and accessed via temporary, pre-signed URLs, ensuring only the owner can downloa

    Tags

    aifastapigoogle-cloud-platformkafkalangchainlanggraphmachine-learningminiopythonreactjs

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