# Real-time Communication

Mahilo is a powerful AI agent integration platform designed to connect AI agents from various frameworks for real-time communication and human oversight. It provides a framework-agnostic communication protocol, supporting various popular agent frameworks like LangGraph, Pydantic AI, etc., while also allowing connection to proprietary agents via API. The platform emphasizes intelligent collaboration, organization-level policy management, and human-centered design, ensuring human control while automating tasks. Mahilo offers a flexible solution for building complex multi-agent systems, suitable for various applications from content creation to emergency response. Currently, Mahilo boasts 251 stars on GitHub and over 500 monthly PyPI downloads, showcasing its popularity within the developer community. Mahilo primarily targets developers and enterprise users, helping them quickly build and deploy multi-agent systems to improve efficiency and foster innovation.

Outpost is an online platform that allows users to engage in real-time conversations with top industry experts for professional advice and feedback. The main advantage of this platform is its ability to swiftly connect users with experts, providing instant feedback and recommendations that facilitate progress in career development, product design, technical consulting, and more. Outpost aims to break down the barriers of traditional consulting, enabling users to access high-quality professional services at a more affordable cost. Prices vary depending on the type of service; for example, resume reviews are priced at $20, while UI/UX reviews are $50, positioning Outpost as a provider of efficient and convenient professional consulting services.

Gemini Multimodal Live + WebRTC is a sample project demonstrating how to build simple voice AI applications using the Gemini multimodal live streaming API and WebRTC technology. Major advantages of this product include low latency, improved robustness, ease of implementing core features, and compatibility with various platforms and language SDKs. The background information indicates that this is an open-source project aimed at enhancing the performance of real-time media connections through WebRTC technology while simplifying the development process.

Daze is an innovative communication platform that connects users in unique ways, offering a fresh social experience. The platform may leverage the latest web technologies, such as WebRTC or WebSocket, to enable real-time communication. Daze's main advantage lies in its creative approach to communication, providing a more private or customized chat experience, which is unique in today's social networks. Background information on the product may involve reflections on traditional social media and a focus on privacy protection. Regarding pricing and positioning, Daze may offer a free trial or basic services at no charge, while charging for advanced features.

Sign AI is a startup initiative launched by Mudita Studios in Seattle, dedicated to providing real-time, bidirectional sign language translation services for individuals with hearing impairments and deafness through artificial intelligence technology. It offers accurate sign language translation through virtual avatars, while also converting sign language into spoken language, ensuring that all participants experience rich and emotional communication. Sign AI's solution provides uninterrupted service 24/7,不受传统手语翻译者的时间和地点限制, and is easy to integrate into various platforms such as Zoom, Microsoft Teams, WebEx, and Google Meet.

Moshi is an experimental conversational AI designed to provide a seamless dialogue experience. It can think and converse simultaneously, supporting both real-time listening and speaking to maximize communication efficiency. Moshi supports multiple browsers, but the Chrome browser offers the best experience. Developed by the Kyutai team, it currently offers a demo service in the European Union region. Depending on your location, a demo service with lower latency may be available in the United States region.

GeminiProChat is GeminiPro's minimalist web interface, providing a clean and efficient chat experience. It supports environment variable control for the website, allowing users to deploy through Docker and offers easy deployment options through Vercel and Railway. GeminiProChat is a flexible tool for users who need a simple and efficient chat interface.

Huddles is a new, lightweight audio or video connection method that allows you to have casual conversations or participate in in-depth collaborative meetings anytime, anywhere. You can create and join Huddles within Slack to communicate with team members in real-time through audio or video, share screens and documents, and improve work efficiency. Huddles is not only suitable for informal discussions, but also for problem-solving, brainstorming, and collaborative document writing. Huddles supports multiple participants and can meet the diverse needs of teams.