Course Description:
This course bridges the gap between visual automation tools and fully code-based AI development platforms. Learners will explore advanced workflow orchestration, multi-agent systems, enterprise-grade deployments, and dynamic integration frameworks to build scalable, high-performance AI applications.
Lecture 1: Flowise for Complex Workflows
Master Flowise for designing and managing advanced AI workflows. Learn LangChain integration, custom component creation, and multi-agent conversation flows with powerful RAG implementations.
Key Objectives:
- LangChain integration and visual flow design
- Custom component development
- Multi-agent conversation flows
- Advanced RAG implementations
Lecture 2: CrewAI for Team-Based Agents
Develop collaborative AI agents in Python using CrewAI. Focus on role-based specialization, coordinated task execution, and performance optimization.
Key Objectives:
- Python-based multi-agent development
- Role-based agent specialization
- Task delegation and coordination
- Performance optimization
Lecture 3: Stack AI for Enterprise Data
Leverage Stack AI for secure, large-scale enterprise data solutions. Implement integrations, compliance measures, and advanced analytics for business-critical AI systems.
Key Objectives:
- Complex data source integration
- Enterprise security and compliance
- Large-scale deployment strategies
- Advanced analytics and reporting
Lecture 4: Mind Studio
Use Mind Studio’s intuitive no-code environment to build, integrate, and scale AI applications. Implement custom workflows and real-time monitoring for production-ready systems.
Key Objectives:
- Intuitive no-code AI application builder
- Pre-built integrations for data and APIs
- Scalable deployment and hosting infrastructure
- Custom logic and workflow orchestration
- Real-time analytics and monitoring tools
Lecture 5: Auto Gen
Explore Auto Gen for dynamic, scalable multi-agent communication and workflow management. Learn advanced monitoring and optimization techniques.
Key Objectives:
- Dynamic multi-agent communication framework
- Seamless integration with diverse tools and APIs
- Scalable agent deployment and workflow management
- Advanced monitoring, debugging, and optimization
