Ait Said Azzedine idir@Azzedde

MailMind is a Chrome extension designed to enhance email productivity by integrating AI-powered summarization and an intelligent research agent directly within Gmail. The extension allows users to select multiple emails and obtain concise summaries, facilitating quick comprehension of long email threads or multiple messages. Beyond summarization, MailMind features an "agentic loop" functionality. This enables users to pose complex research questions related to their emails. The agent, powered by a large language model (LLM) running on a Flask backend, can perform iterative searches within Gmail, read visible email lists, and analyze the gathered information to provide comprehensive answers. This agent is designed to act as a "brain," deciding the next best action (search, read, or finish) based on the user's request and previously gathered data. The backend, built with Flask, handles the communication with the Groq API, utilizing the Llama 3.1 8B Instant model for both summarization and the agent's decision-making process. It also provides a chat interface for interactive querying of email content with additional context. The frontend (popup.html, popup.js) manages the user interface and interactions, while content.js injects scripts into the Gmail page to scrape email data and perform actions like search.

Join the next edition of our flagship AI hackathon — now featuring Google, AppliedAI, and Qdrant as official partners, with over $45,500 in prizes and exclusive partner challenges. After an incredible launch earlier this year, we’re back with the next edition of our AI hackathon series leading up to the /function1 AI Conference & Exhibition in Dubai. Tap into the power of AI to innovate, build, and take your AI skills to the next level in this high-impact hybrid experience. 📅November 14–19, 2025 • Nov 14–18: Collaborate and build online with AI enthusiasts from around the world. All projects must be submitted by end of day on November 18 • Nov 18 (Dubai): An exclusive on-site build day at Festival Arena Dubai for selected participants. • Nov 19 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: On-site participation is by invitation only. Travel and accommodation will not be covered for selected participants. Further details will be shared with those accepted. 🧑🏻‍💻 Secure your spot now—sign up before the Kick-Off Stream!

Join the Internet of Agents Hackathon to build real-world, rentable agents using Coral Protocol and Solana-powered payments. 📅 September 14–21, 2025 Sept 14–21: Build online with global innovators. Submit projects by the deadline. Sept 20 (NYC): On-site build day at Solana Skyline (invitation only). Sept 21 (NYC): Live pitches, networking, and winner announcements. 🧠 Mentorship from experts and Coral specialists throughout. 🤝 Participate solo or in teams. 📍 Travel and accommodation not covered. 🚀 Sign up now to secure your spot before the Kick-Off Stream!

🕒 6 days to explore the full potential of GPT-5 💡 Build next-gen AI apps 🤝 Compete solo or form a dream team 🚀 Connect with global innovators 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!