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Duration 21 hours (3 days)
Course Outline
AutoGen in the Enterprise Context
- The significance of intelligent agents in business operations
- An overview of AutoGen’s architecture and extensibility features
- Considerations regarding security, traceability, and governance
Enterprise Workflow Automation with AutoGen
- Creating multi-agent workflows for effective task coordination
- Role-based automation scenarios: managing requests, approvals, and summaries
- Auto-execution and escalation logic to ensure business continuity
Integrating AutoGen with LangChain
- LangChain components and their compatibility with AutoGen
- Chaining agents and tools involving memory, utilities, and logic
- Utilizing LangChain Expression Language (LCEL) for intricate workflows
Retrieval-Augmented Generation (RAG) Pipelines
- Linking AutoGen agents with enterprise knowledge bases
- Embedding, vector search, and retrieval pipeline mechanics
- Augmenting private data using open-source or proprietary models
Integration with Enterprise Tools
- Utilizing APIs to connect Jira, Slack, Outlook, SharePoint, and other platforms
- Initiating workflows through chat interfaces and ticketing systems
- Implementing real-time notifications, logging, and auditing capabilities
Deployment, Monitoring, and Scaling
- Preparing AutoGen agents for deployment
- Monitoring agent interactions, usage metrics, and performance
- Scaling agents across various departments and geographic regions
Enterprise Use Case Prototyping Lab
- Group ideation sessions on enterprise automation scenarios
- Developing custom agent workflows with instructor guidance
- Simulating production environments for validation purposes
Summary and Next Steps
Requirements
- Proficiency in Python programming
- Practical experience with LLMs and prompt engineering
- Familiarity with enterprise automation or workflow tools
Target Audience
- Enterprise AI teams
- Solution architects
- Innovation strategists
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3900 € + VAT*
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Testimonials (1)
I liked that he constantly provided examples but also offered time for individual work on what he presented.
