Artificial Intelligence & AI Agents
Intelligence Artificielle & Agents IA — Practitioner
Build a document assistant with Python, LLM APIs and RAG.
You program in Python to integrate LLM APIs and build a RAG architecture. The capstone is a document assistant able to answer from your own documents.
Objectives
- Use Python to interact with AI models
- Integrate LLM APIs into an application
- Set up a RAG architecture
- Deliver a working document assistant
Program
Python for AI
- Environment and key libraries
- API calls and response handling
- Structuring an AI project
LLM APIs
- Generation parameters
- System prompts and roles
- Managing costs and limits
RAG and integration
- Indexing and embeddings
- Retrieving relevant context
- End-to-end document assistant
Prerequisites
Python basics recommended.