Agent DevKit
AI Agent Development Toolkit
Ready-to-use AI capability components: RAG knowledge retrieval, Agentic workflows, MCP tool integration, AgentOps monitoring. Making AI development simpler and faster.
Core — AI Capabilities
Powerful AI core features, covering intelligent retrieval, text generation, voice processing, and code execution. From RAG to multimodal interactions, providing comprehensive AI capabilities.
●Agentic RAG
Intelligent Retrieval Augmented Generation
Combines vector retrieval, keyword search, and reranking for precise knowledge retrieval and generation. Supports multiple document formats, ensuring accurate and trustworthy AI responses.
●Text2SQL
Natural Language to SQL Queries
Allows users to query in natural language, automatically converting to precise SQL queries. Supports complex queries and multi-table joins, dramatically lowering data query barriers.
●MCP / Function Calling
Tool Invocation & Integration
Supports Model Context Protocol standard, enabling AI Agents to invoke external tools and APIs for complex automated task execution.
●Voice
Speech Input & Output
Integrates speech recognition and synthesis technologies with multilingual voice interaction support. Enables AI Agents to listen and speak, providing a more natural user experience.
●AgentKit
Agent Development Framework
Complete Agent development framework providing workflow orchestration, state management, error handling, and core functions to accelerate Agent development.
●Canvas
Collaborative Editing Interface
ChatGPT Canvas-like collaborative editing features, enabling users and AI to co-create documents and code together, enhancing collaboration efficiency.
●Skills
Skills Marketplace (Coming Soon)
Open skills marketplace where developers can share and use various Agent skills to rapidly expand Agent capabilities.
●Code Execution
Code Sandbox (Coming Soon)
Secure code execution environment supporting multiple programming languages, enabling AI Agents to execute code and retrieve results.
Integrations — Integration Interfaces
Multiple integration methods to seamlessly connect AI Agents with your applications and services. From APIs to various communication channels, providing complete integration solutions.
●API
REST / WebSocket / SSE
Complete API support including RESTful API, WebSocket real-time communication, and Server-Sent Events streaming. Provides detailed API documentation and SDKs for rapid integration into your applications.
●Widget
Chat Widget / JavaScript SDK
Ready-to-use chat widget that can be embedded in your website with just a few lines of code. Provides JavaScript SDK with support for custom styling and features, giving you full control over user experience.
●Webhook
Event Push & Notifications
Automatically push notifications to your system when Agents complete tasks or important events occur. Supports custom webhook endpoints, retry mechanisms, and signature verification for reliable delivery.
●Channels
Multi-Channel Integration
Deploy once, reach everywhere. Supports mainstream communication platforms including LINE, WhatsApp, Microsoft Teams, and Slack, enabling your AI Agent to reach more users.
AgentOps — Operations & Monitoring
Comprehensive monitoring and analysis tools to track Agent operations and performance metrics. From real-time monitoring to in-depth analysis, continuously optimizing Agent performance.
●Monitoring
Real-time Monitoring & Alerts
Real-time monitoring of Agent operational status, response times, error rates, and other key metrics. Automatic alerts when anomalies occur, enabling immediate problem detection to ensure service stability.
●Analytics
Usage Analytics & Insights
In-depth analysis of user behavior, conversation quality, satisfaction, and other metrics. Discover improvement opportunities through data insights to continuously optimize Agent response quality and user experience.
●Logging
Complete Log Recording
Records the complete process of every AI interaction, including inputs, outputs, and intermediate reasoning steps. Supports log search, filtering, and export for convenient problem tracking and analysis.
●Evaluation
Quality Assessment & Optimization
Automatically evaluates AI response accuracy, relevance, and completeness. Establishes evaluation benchmarks, tracks quality trends, and drives continuous improvement of Agent performance through data.
Enterprise — Enterprise Features
Enterprise-grade security, access control, and compliance features to meet organizational governance needs. From access control to audit tracking, ensuring enterprise data security and compliance.
●Access Control
Role-Based Access Control (RBAC)
Role-based access control for fine-grained user permission management. Supports custom roles, permission inheritance, and resource isolation to ensure data access security.
●SSO
Single Sign-On Integration
Integrates with existing enterprise identity authentication systems. Supports standard protocols including SAML, OAuth 2.0, and OIDC for seamless login experiences.
●Multi-tenancy
Multi-Tenant Architecture
Complete data isolation and resource management supporting independent use by multiple organizations and departments, ensuring data security and performance isolation.
●Audit
Complete Audit Logs
Records all operational behaviors including logins, data access, and configuration changes. Supports audit report exports to meet compliance requirements.
●Billing
Usage Billing & Management
Flexible billing plans and usage management supporting multiple billing models. Provides detailed usage reports to help control costs and budget planning.
Why Choose Agent DevKit?
AI toolkit designed for developers—making AI development faster and more flexible.
Ready-to-Use AI Components
Pre-built RAG, Text2SQL, voice processing, and more core capabilities. No need to start from scratch—significantly reduce development time.
Complete Documentation
Comprehensive API docs, code examples, and best practice guides to help developers quickly onboard and integrate.
High Customizability
Open APIs and SDKs support custom tools, prompts, and workflows to meet advanced development needs.
Next Steps
Consulting Services
Our expert team helps you plan, build, and optimize AI Agents with comprehensive technical support and best practices.
Explore ServicesNext Steps
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