Training -Development with LLM: RAG, Agents, and More

Description de la formation

This training is designed for developers who want to master the concepts and techniques of developing with Large Language Models (LLMs). It covers techniques like Retrieval-Augmented Generation (RAG), creating and using agents, as well as other advanced LLM applications.

Objectifs de la formation

Master the concepts and techniques of Large Language Models (LLMs).

Use advanced tools and techniques for development with LLMs.

Build applications and agents based on LLMs.

Le programme de la formation

First Part: Introduction to LLMs

Introduction and history of Large Language Models (LLMs) and artificial intelligence.
Concepts of Natural Language Processing (NLP) and neural networks.
Exploring proprietary and open-source LLMs.

Second Part: Spotlight on GPT

Overview of different GPT versions.
Using the API and configuration.
Explanation of tokens and model limits.
Comparison with other proprietary and open-source LLMs.

Third Part: Prompt Engineering for Developers

Best practices and techniques for prompt engineering.
Advanced prompting: CoT (Chain of Thought), ToT (Tree of Thought), etc.
Using APIs for tasks like inference, text transformation, and expansion.

Fourth Part: Introduction to LangChain and Agent Logic

Overview of LangChain and its features.
Integrating AI models with LangChain.
Building applications using LangChain components.
Creating and using agents with LangChain.

Duration

6 hours

Language

French

Format

In-person, remote

2024 Price ($)

1200

Training -Development with LLM: RAG, Agents, and More

Description de la formation

Objectifs de la formation

Le programme de la formation

First Part: Introduction to LLMs

Second Part: Spotlight on GPT

Third Part: Prompt Engineering for Developers

Fourth Part: Introduction to LangChain and Agent Logic

Your regional settings

Region

Language

Training -Development with LLM: RAG, Agents, and More

Description de la formation

Objectifs de la formation

Le programme de la formation

First Part: Introduction to LLMs

Second Part: Spotlight on GPT

Third Part: Prompt Engineering for Developers

Fourth Part: Introduction to LangChain and Agent Logic

Let's start by filling in the following form

Let's start by filling in the following form

Your regional settings

Region

Language