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Duration 21 hours (3 days)
Course Outline
AutoGen in an Enterprise Setting
- The importance of intelligent agents in business operations
- An overview of AutoGen’s architecture and extensibility features
- Key considerations regarding security, traceability, and governance
Automating Enterprise Workflows with AutoGen
- Structuring multi-agent workflows for effective task coordination
- Role-based automation scenarios: handling requests, approvals, and summaries
Integrating AutoGen with LangChain
- LangChain components and their compatibility with AutoGen
- Connecting agents and tools with memory, utilities, and logic
- Using LangChain Expression Language (LCEL) for intricate workflows
Retrieval-Augmented Generation (RAG) Pipelines
- Linking AutoGen agents with enterprise knowledge bases
- Embedding, vector search, and retrieval processes
- Augmenting private data using open-source or proprietary models
Integration with Enterprise Tools
- Connecting Jira, Slack, Outlook, SharePoint, and other tools via APIs
- Initiating workflows through chat interfaces and ticketing systems
- Real-time notifications, logging, and audit capabilities
Deployment, Monitoring, and Scaling
- Preparing AutoGen agents for deployment
- Expanding agent usage across departments and regions
Enterprise Use Case Prototyping Lab
- Group brainstorming: identifying automation scenarios for enterprises
- Simulating production environments for validation purposes
Conclusion and Future Steps
Requirements
- Strong proficiency in Python programming
- Familiarity with enterprise automation or workflow management 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 4800 € + 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.
