Description
From Prompt to Automation: Leveraging LLM, RAG and autonomous agents for business success.
An 8-hour course designed for companies that want to understand and implement Generative Artificial Intelligence technologies in their work environment. Starting with the basics of prompt engineering, the course delves into the use of language models (LLM), the integration of business knowledge through the Retrieval-Augmented Generation (RAG) paradigm, and the use of AI Agents to automate processes and generate new monetization opportunities.
Macro Topics
Introduction to Generative Artificial Intelligence
- Background and impact of AI in the corporate world
- Historical evolution and basic concepts
Insight into LLMs
- Definition, architecture and operation
- Prompt engineering techniques and practical applications
- Limitations and ethical aspects
RAG (Retrieval Augmented Generation)
- Principles and advantages of the RAG paradigm
- Techniques for collecting, indexing and integrating business knowledge
- Workflow and operational tools
AI Agents for Automation
- Definition and Role of AI Agents
- Applications in business process automation
- Strategies for monetization and case studies
Interactive Workshop and Case Studies
- Analysis of real-world scenarios and best practices
- Q&A session and brainstorming for customization of AI solutions
Trainee’s Profile
The course is for everyone: professionals, companies, managers, technical figures, startups, industry enthusiasts
Pre-Requirements
No advanced technical prerequisites are required: the course is structured to be accessible even to those new to the world of AI.
Objectives
- Provide a comprehensive understanding of the fundamentals of Artificial Intelligence and its impact on business.
- Illustrate the potential and practical applications of language models (LLM) in the business context.
- Show how to leverage the RAG paradigm to integrate and enhance internal knowledge.
- Demonstrate how to implement AI Agents for process automation and generation of new revenue streams.
- Stimulating a strategic vision to drive digital transformation in the enterprise.
More info
English language available upon request.
The subscription must be carried out within the fifth working day preceding the course starting date.
