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MetaGPT AI technology page Top Builders

Explore the top contributors showcasing the highest number of MetaGPT AI technology page app submissions within our community.

MetaGPT: Collaborative AI for Complex Tasks

MetaGPT is a groundbreaking AI technology, designed to transform the landscape of software development. This innovative AI model can be thought of as a collaborative software entity, bringing together different roles within a software company to streamline complex tasks.

General
Relese dateAugust, 2023
Repositoryhttps://github.com/geekan/MetaGPT
TypeCollaborative AI Agent

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MetaGPT Tutorials

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    MetaGPT Libraries

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    MetaGPT AI technology page Hackathon projects

    Discover innovative solutions crafted with MetaGPT AI technology page, developed by our community members during our engaging hackathons.

    TriRED LM

    TriRED LM

    Core Architecture The system is built on three primary layers: Distributed Intelligence Layer Implements triple redundancy using three independent LLM nodes Each node runs a quantized, space-optimized language model Independent RAG (Retrieval Augmented Generation) modules per node Isolated memory and processing resources Individual vector databases for context retrieval Knowledge Management Layer Consensus Layer Advanced NLP-based response similarity analysis Majority voting with semantic understanding Automatic anomaly detection and filtering Graceful degradation under node failures Key Innovations Semantic Consensus Protocol Novel approach to comparing LLM outputs Handles natural language variance Maintains reliability under partial failures Lightweight but capable inference engine Distributed RAG Implementation Synchronized vector databases Consistent knowledge access Redundant information retrieval Failure Recovery Automatic node health monitoring Self-healing capabilities Graceful performance degradation Zero-downtime recovery Implementation Details Docker-based containerization for isolation gRPC for high-performance inter-node communication FAISS for efficient vector similarity search Sentence-BERT for response embedding Custom consensus protocols for LLM output validation The system is specifically designed to operate in space environments where traditional AI systems would fail due to radiation effects, resource constraints, or hardware failures. It provides mission-critical reliability while maintaining the advanced capabilities of modern LLMs.

    ReproPlan

    ReproPlan

    ReproPlan is an innovative, AI-powered reproductive health app designed to provide comprehensive, accessible, and personalized SRHR education and services. In Ghana and other regions where access to sexual and reproductive health information and services is limited, ReproPlan is designed to address these gaps through an easy-to-use, digital platform. The platform offers comprehensive SRHR information, contraceptive education, personalized support through chatbots, and locator services to connect users to nearby healthcare facilities. Additionally, ReproPlan facilitates last-mile delivery of contraceptives, ensuring that individuals who may not be able to access them through traditional channels can receive them directly. With the power of AI, ReproPlan tailors the experience to each user’s needs, promoting empowerment and informed decision-making regarding reproductive health. Our target audience includes adolescents and young women, particularly those living in underserved areas with limited access to SRHR education and services.

    Kaizen-ERP

    Kaizen-ERP

    Kaizen ERP is a solution designed to help small and medium-sized enterprises (SMEs) in Latin America overcome growth barriers. Many SMEs face high costs for data analysis and lack efficient systems to optimize their operations. Kaizen ERP offers an affordable alternative to simplify and enhance the management of key business processes. We use models like Llama 3.2 to reduce operational costs and personalize the customer experience, specifically training the system for the Latin American B2B context. Additionally, Kaizen ERP integrates cloud technologies and intelligent AI agents that automate complex tasks, enabling more precise and efficient data analysis. Our system features an intelligent chatbot that not only improves customer service but also supports the company's marketing strategy, attracting clients and closing sales. Automation covers everything from inventory and finance management to report generation, providing a comprehensive and accessible experience. Kaizen ERP facilitates decision-making through clear and accessible analytics, optimizes productivity by eliminating repetitive tasks, and helps businesses focus on growth without complications. By democratizing access to advanced technology, Kaizen ERP allows SMEs to compete on an equal footing, improving operational efficiency and reaching new levels of growth and competitiveness.

    Space tour Plan

    Space tour Plan

    Space Tour Plan is a comprehensive web-based conversational assistant designed to revolutionize the space tourism industry. Utilizing IBM watsonx Assistant, the platform provides users with detailed information on available space tours, assists in booking and managing reservations, and offers personalized training and pre-flight checklists. The assistant guides users through the entire process, from selecting the perfect tour package to preparing for their journey, ensuring an engaging and stress-free experience. Additionally, Space Tour Plan integrates secure payment gateways and CRM systems to manage user data efficiently. By automating these tasks, the application enhances user satisfaction, streamlines operations for space tourism companies, and paves the way for accessible and organized space travel for enthusiasts worldwide.

    Revisit - AI Therapy App

    Revisit - AI Therapy App

    Revisit: Every Memory Deserves Healing, hence we have made Revisit using a mix of open-source technologies, co-powered by AI capabilities to help user input a certain memory via text input/ prompt and then analyze that memory via images, understand the underlying emotions and use music to heal through the memories. Everything that we do, think or even dream is a piece of information that gets stored like a memory in our brains, and at times we end up holding on to certain memories or getting stuck at certain memories, some memories also causes troubles and triggers, depending on our understanding and attachment to those memories. Every memory can be healed by understanding the underlying thought, emotion, feeling, behavior and situation. Understanding how to heal through them is what the app aims to provide!

    Your Intimate Personal Therapist

    Your Intimate Personal Therapist

    This is a personal, intimate AI app targeted at users who seek psychological guidance, specifically those who seek counselling on matters related to cognitive behaviour. The app uses AI driven natural language that engages in meaningful, useful and empathetic dialogue with users. Specifically, it understands the user intent, emotions in each of user's prompt and engages in positive challenging, encouraging and useful responses. In each session, it summarizes the emotion triggers in all the user prompts until that point and displays the top 5 emotion triggers identified with scores as a chart. At the end of the session, it summarizes the whole conversation between the user and the AI (virtual Therapist) and also makes personalised medical and non-medical recommendations/ action plan.