AI Book Summarizer is an AI-powered platform that transforms long books into concise summaries by analyzing themes and key points. Users upload book files, and the AI generates summaries that offer the essence and main arguments swiftly. Interactive chat feature lets users delve deeper into chapters or concepts. It supports multiple formats and languages, aiming to facilitate efficient learning for students, professionals, and book lovers alike.

CrewAI Gemini Stock Analyser serves as an intelligent assistant for stock market analysis. It connects to financial APIs to pull real-time and historical stock prices, calculates indicators like moving averages and RSI, and scrapes news headlines for sentiment scoring. Leveraging the Google Gemini LLM, it synthesizes quantitative metrics and qualitative sentiment into clear, actionable reports. Users can interact via prompts, request specific analyses, and receive predictive insights powered by the agent’s understanding of market trends, helping streamline decision support for investments and research.

Data Analysis Agent wraps an LLM-based agent around a Pandas DataFrame to let users perform exploratory data analysis via natural language. When a user asks a question, the agent generates the required Python code, executes it, and returns results or charts. If a query is ambiguous, it asks clarifying questions before proceeding. It supports filtering, grouping, aggregation, summary statistics, and visualization libraries like Matplotlib or Seaborn for immediate insights, streamlining the analytics workflow and reducing the need to write boilerplate code.