AutoTest Agent is an AI-powered developer tool that takes a module of code and its intended use case (as text), then automatically generates and runs unit/integration tests. It leverages the multi-agent, deep-context, and LLM capabilities of Trae AI IDE to accelerate the testing process, ensuring better code coverage and developer productivity. ✅ Problem Statement: Many developers skip writing unit tests due to time constraints or lack of expertise. This leads to: Bugs in production Poor code quality Difficult code reviews and refactoring 💡 Solution: We provide a tool that: Accepts code modules (Python) Accepts a requirement/use-case description Uses AI agents to: Analyze the code Understand the use case Generate unit test cases Optionally run tests and show results 🔧 Key Features: 📥 Code Upload/Input – Users can upload or paste their Python code module 🗒️ Use Case Input – Short description of the intended functionality 🤖 AI Test Generator – AI agent generates test cases using pytest or unittest ▶️ Test Runner – (Optional) Run tests and return pass/fail results 💬 Feedback Loop – Users can edit/refine tests or regenerate 🧰 Technology Stack: Language – Python Test Framework – pytest or unittest AI Models – GPT-4o, Claude 3.5, Gemini 2.5 via Trae UI (optional) – Streamlit / CLI Version Control – GitHub 🤖 How Trae AI IDE is Used: Built custom AI agents using editable prompt templates Agents deeply understand code modules using context-aware capabilities Generated test cases with LLM support from Trae (GPT-4o, Claude) Leveraged Trae's real-time preview and one-click execution for faster iterations

Code Editor Extension Features The Code Editor Extension enhances coding by integrating an AI-powered chatbot, reducing context switching and improving workflow. Core Features 1. Chatbot Integration - Built-in AI chatbot provides instant assistance within the editor. 2. Context Awareness - Uses embeddings and vector databases for relevant responses. 3. Actions & Automation - Apply AI-suggested code changes with one click, execute terminal commands. Future Scope Context Aware Features 1. Git Integration - Enables natural language interaction, commit suggestions. 2. Internet Integration - Real-time access to documentation, Stack Overflow support. 3. Persistent Memory - Retains memory across sessions, recalls previous queries. 4. Codebase Database Connection - Intelligent query generation, AI-driven database insights. Editor Features 1. Auto Completion - Smart suggestions, reduces syntax errors. 2. Interactive Text Selection - Direct chat and editing on selected code. Documentation Features 1. Code Explainer - Visualizes codebases, auto-generates documentation. 2. AI Tutorial Generator - Creates project-specific tutorials. 3. Podcast Generation - Converts documentation into audio format. Advanced Features 1. Mobile Assistant - Voice interaction with the editor. 2. LLM Debugger - AI-driven issue identification and fixes. 3. Computer Automation - Automates code execution, system interactions. 4. Optimization Features - Multi-AI model support for performance tuning. Target Audience Developers & Teams – AI-assisted coding and collaboration. Maintainers – Code understanding and documentation. Tech Professionals – AI-driven optimization and workflow improvement. This extension revolutionizes coding, making development more efficient and streamlined.

The AI-Powered Medical Query Assistant is designed to provide users with quick, accurate answers about medicines, their uses, and potential side effects. By leveraging a vast dataset from PubChem, the app uses advanced AI techniques like sentence embeddings and FAISS indexing to process user queries efficiently. This tool benefits patients, caregivers, medical professionals, and researchers by offering easy access to critical drug-related information. It helps users make informed decisions about medications, avoid harmful side effects, and discover alternative treatments. With its user-friendly interface, this app ensures medical information is readily available for anyone seeking reliable health insights.

Aptimi-A is an all-in-one study platform designed to streamline the learning experience for students. In a world where learners often juggle multiple apps for studying, task management, and focus, Aptimi-A addresses the problem of fragmentation and disorganization. By integrating personalized study plans, focus tools, and PDF editing capabilities, it enhances productivity and engagement. Targeting high school and college students, Aptimi-A features a unique beeping notification system that alerts users when they switch tabs, helping maintain concentration during study sessions. Additionally, its streak tracker encourages consistent study habits, while integrated task management tools ensure organization and visibility of progress. By consolidating essential study tools into one cohesive platform, Aptimi-A empowers students to take charge of their education and achieve their academic goals.

a long description about your idea Overview: The voice assistant project aims to automate system operations using voice commands. This project allows users to control their system or laptop without physical interaction, enhancing productivity and accessibility. Implementation: Voice Command Recognition: The system listens for voice commands using a microphone. Recognizes and converts voice commands to text using Google's speech recognition API. Processing Commands: Matches keyword from user command. Executes the corresponding Python code to perform the task. Example Commands: Get weather Info Email Sending Play Music Open YouTube Search error on Stackoverflow

Empowering Financial Analysis with GPT-4.0: In the ever-evolving realm of finance, staying ahead demands innovative tools and strategies. Our system, driven by GPT-4.0, represents a transformative leap in financial analysis. Anchored in a sophisticated multi-agent architecture, comprising specialized entities like the Data Analyst, Trading Strategy, Trading Advisor, Risk Management, and GPT-4.0 Manager, it offers a holistic approach to understanding and navigating financial markets. At its core, GPT-4.0 serves as the orchestrator, facilitating seamless communication and coordination among agents. This enables real-time market analysis, trend identification, dynamic strategy formulation, optimal trade execution planning, risk assessment, and task delegation, all crucial facets of effective financial decision-making. Our technical implementation strategy is meticulously designed, leveraging Python for scripting, Jupyter Notebooks for interactive exploration, financial data APIs for real-time access, and machine learning libraries for predictive analytics. Despite challenges like ensuring data quality and managing real-time processing demands, our system excels, delivering precise insights and empowering users with informed decision-making capabilities. Looking forward, our vision is expansive. We aim to broaden the scope of our system to encompass diverse financial markets and asset classes, leveraging advanced machine learning models to enhance predictive accuracy further. Additionally, we are committed to enhancing the user experience by refining the interface, making it more intuitive and accessible to users of all skill levels. In conclusion, our system represents a paradigm shift in financial analysis, offering unparalleled capabilities driven by GPT-4.0. As we continue to innovate and evolve, we are poised to empower businesses and investors with actionable insights and strategic foresight, enabling them to thrive in an increasingly complex financial landscape.

🔧 Spend 10 days launching your startup! 🚀 Improve your prototype previously developed at hackathons. 🤜 Collaborate with peers or work independently throughout the Hackathon. 🤖 Gain complimentary access to learning resources about Generative AI models, AI Agents, and beyond. 🚀 Explore opportunities with GAIA Startup Accelerator for Hackathon victors. 🌍 Connect and innovate alongside a worldwide AI community!

Create noteworthy apps with advanced reasoning across audio, vision, and text in real time with GPT-4o. 🕒 72 hours to complete the challenge 💡 Create revolutionary apps which use GPT-4o advanced features 🤝 Take part alone or form a team with other participants 🚀 Engage in a 3-day virtual development marathon and network with tech and business leaders 🏆 Win opportunity to participate in LabLab NEXT acceleration program

🕒 15 days to complete the challenge. It's an amazing opportunity to: 🌟 Explore new AI capabilities 🤝 Collaborate and build something extraordinary. 👥 Take part alone or form a team with other participants. 🎓 Receive guidance from expert mentors. 🏆 Compete for $32,500 in Prizes and a Full-Time Job Opportunity! 🎓 Exclusive job offers for top participants. 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!