Behind Omni Knows XYZ: Revolutionizing Search Engines with AI
Project Link: omniknows.xyz
Overview
Omni is a Compound AI Agent System equipped with capabilities such as autonomous planning, real-time internet connectivity, web document reading, deep reasoning, code writing, and debugging. Unlike traditional search engines and chatbot systems, Omni not only understands user intent with precision but also generates answers based on real-time internet information, effectively avoiding hallucinations. Additionally, Omni offers personalized services, such as providing tailored content based on user location and personal information (e.g., weather, news). Rest assured, your data is fully protected and will not be accessed by anyone (including us), nor do we have any mechanisms to store this data.
Features
Omni offers two modes: By default, Omni operates in Omni Light (Light Mode), which provides quick and precise answers within one second. By enabling Omni Mode (Full Mode), users can activate Omni's full capabilities. In Omni Mode, multiple AI agents collaborate to deliver the most accurate and comprehensive answers. The differences are outlined in the table below:
| Light Mode | Omni Mode | |
|---|---|---|
| Use Case | Obtain quick and precise answers with accurate web sources | Get comprehensive answers for complex tasks like programming and mathematics, upload documents or webpages for Omni to generate answers based on them. |
| Speed | ⚡️⚡️⚡️⚡️⚡️ ~1 second | ⚡️⚡️⚡️ ~3-10 seconds, depending on the complexity of the question |
| Features | ✅ Powered by top-tier AI ✅ Real-time internet search ✅ Personalized based on your location ✅ Lightning-fast response ✅ Accurate information sources ✅ Privacy protection ❌ Struggles with complex programming and mathematics ❌ Cannot read user-provided documents or webpages ❌ Basic weather queries | ✅ Powered by top-tier AI ✅ More comprehensive real-time internet search, 3x additional webpage reading ✅ Personalized based on your location ❌ 3-10 seconds response time ✅ Accurate information sources, 3x additional webpage reading ✅ Privacy protection ✅ Handles complex programming and mathematics ✅ Generates answers based on provided webpages and documents ✅ Professional-grade weather queries |
Technologies
Omni is built using multiple advanced technologies. Below is a detailed introduction to its technical components:
Architecture
Omni employs a cutting-edge Hierarchical Supervisor Multi-Agent architecture. This design enables efficient collaboration among multiple agents, each specializing in its domain, while a central supervisor coordinates their actions to ensure task integrity and accuracy.
Backend
Omni's backend is constructed using Langgraph and Langchain, combined with Cloudflare Workers' distributed architecture to achieve edge computing. This design enhances system responsiveness and ensures high availability globally. Langgraph provides robust graphical reasoning capabilities, while Langchain supports complex chain-based task processing, enabling Omni to efficiently handle user requests.
Frontend
Omni's frontend is powered by Next.js, leveraging its high performance and flexibility to create a user-friendly interface. Deployed on Cloudflare Workers, the frontend ensures quick responses to user actions while maintaining secure and stable data transmission.
Large Language Models
Omni integrates multiple open-source large language models, including Llama 4, Llama 3.3, Llama 3.1, and Qwen3. These models utilize Groq's LPU (Language Processing Unit) for high-speed reasoning, ensuring answer accuracy and real-time performance. Additionally, Omni employs multi-model collaboration techniques to provide professional-grade support in various fields, such as programming, mathematical reasoning, and document analysis.
Data Privacy and Security
Omni attaches great importance to the privacy and security of user data in its design. We will not collect your information through any means, and of course, the hardware we use does not have the ability to store user data. Personalized services are turned off by default, and you can turn them on as needed. All chat messages are stored locally to ensure the security and privacy of user data. Omni adopts HTTPS technology to ensure secure and reliable communication between users and the system.