XiaoGuang AI - Intelligent Workflow Platform

Build a comprehensive AI platform that truly understands Chinese context, supports complex workflows, and can autonomously execute tasks, addressing the lack of localized AI tools in the market

Project Overview

XiaoGuang AI is an intelligent workflow platform completely self-developed by KJW Labs. The project initially started as a secondary development based on the open-source Chat-next-web project, but through extensive custom prompt optimization and deep transformation, it gradually evolved into a completely self-developed AI platform. The project was released much earlier than market competitors like Manus and other agent products, making it one of the earliest platforms in China to explore multi-agent collaboration and fully autonomous agent modes.

Technical Evolution Timeline

v1.0-2.0 Phase: Based on Chat-next-web framework, focusing on prompt customization and dialogue experience optimization v2.0-3.0 Phase: Self-developed workflow chains on top of chat functionality, enabling serialized task execution v3.0-4.0 Phase: Introduced multi-agent intelligent routing mode with different professional agents working collaboratively v4.0+ Phase: Completely self-developed architecture achieving fully autonomous agent mode, completely departing from the original Chat-next-web framework due to its limitations

Project Discontinuation Notice

The project was discontinued after v4.0 for the following reasons:

The initial Chat-next-web framework technology stack became outdated
The original architecture could no longer meet new requirements as AI technology rapidly advanced
Team resources were redirected toward developing a more promising next-generation AI platform

Core Features

Intelligent Workflow Designer: Drag-and-drop visual workflow construction
Multi-Agent Collaboration System: Intelligent collaboration between agents from different professional domains
Autonomous Task Execution: Automatic decomposition and execution of complex tasks
Knowledge Base Integration: Support for private knowledge bases and external data sources
API Ecosystem: Rich third-party service integrations
Real-time Monitoring: Real-time monitoring and debugging of workflow execution status

Technical Architecture

Frontend Architecture:

Next.js framework providing server-side rendering and routing management
React component-based development with TypeScript type safety
Responsive design supporting multi-device compatibility
Real-time communication and state management

Backend Architecture:

Django framework providing stable backend services
RESTful API design supporting high-concurrency access
PostgreSQL database storing user data and conversation history
Redis caching for improved response speed

AI Engine:

LangChain framework integrating multiple LLM models
Custom prompt engineering optimizing Chinese dialogue effects
Workflow chain design supporting complex task execution
Multi-agent routing system for intelligent task distribution

Deployment Architecture:

Docker containerized deployment
Microservices architecture for easy scaling and maintenance
Load balancing and high availability configuration

Platform Features

1. Chinese Optimization:

Model fine-tuning for Chinese contexts
Understanding of Chinese idioms, slang, and professional terminology
Optimization for Chinese document and code generation

2. Workflow Visualization:

Intuitive flowchart design interface
Rich library of pre-built templates
Real-time preview and testing functionality

3. Intelligent Task Decomposition:

Automatic decomposition of complex tasks into subtasks
Intelligent resource allocation and execution scheduling
Automatic identification of task dependencies

4. Ecosystem Integration:

Support for DingTalk, WeChat Work, and other office platforms
Integration with mainstream cloud services and APIs
Custom plugin development framework

Application Scenarios

Content Creation:

Automated article generation and optimization
Multi-platform content distribution
SEO optimization and keyword analysis

Data Analysis:

Automated data collection and cleaning
Intelligent report generation
Trend analysis and forecasting

Customer Service Automation:

Intelligent customer service conversations
Automatic ticket classification and processing
Customer satisfaction analysis

Development Assistance:

Code generation and optimization
Automatic documentation generation
Test case generation

Innovation Highlights

Technology Pioneer: One of the earliest platforms in China to explore multi-agent collaboration, much earlier than competitors like Manus
Progressive Evolution: Clear technical path from Chat modification to complete self-development
Chinese Specialization: Deep optimization of prompt engineering specifically for Chinese usage scenarios
Architecture Upgrade: From single dialogue to workflow, then to multi-agent routing, finally achieving fully autonomous mode
Open Source Foundation: Based on Chat-next-web open source project for reduced initial development costs