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    Home»Machine Learning»Unlocking Smarter Insights: Building a GenAI-Powered Content and Sentiment Analyzer | by Medium | Apr, 2025
    Machine Learning

    Unlocking Smarter Insights: Building a GenAI-Powered Content and Sentiment Analyzer | by Medium | Apr, 2025

    Team_AIBS NewsBy Team_AIBS NewsApril 21, 2025No Comments1 Min Read
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    The GenAI Content material and Sentiment Analyzer is a contemporary AI-driven system designed to simplify content material understanding throughout a number of codecs. It empowers customers to add paperwork, photos, audio, or video information, and mechanically:

    • Analyze the content material utilizing Google’s Gemini AI.
    • Detect and classify sentiment (optimistic, impartial, or destructive).
    • Show previews and metadata.
    • Save outcomes right into a structured native database.
    • Search, handle, visualize, and export evaluation historical past with ease.

    Content material Understanding
    Robotically summarizes content material intelligently by means of the Gemini AI mannequin.

    Sentiment Detection
    Classifies uploaded information into optimistic, impartial, or destructive sentiment classes.

    Multi-Format Help
    Handles numerous media sorts together with textual content, photos, audio, and video information.

    Database Storage
    Saves all analyses securely utilizing a light-weight SQLite database, making future retrieval seamless.

    Historical past Search and Administration
    Permits highly effective search options to filter previous analyses by key phrases. Additionally helps deletion of particular person or all information.

    Batch Evaluation
    Presents the flexibility to investigate a number of information in a single go for streamlined workflows.

    Visible Dashboard
    Presents a contemporary dashboard with information tables, charts, and graphs for simpler information exploration.

    Knowledge Export
    Gives one-click export performance to obtain full evaluation historical past as a CSV file.



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