Pular para o conteúdo principal
InicioProgramações conjuntasData Science

Building AI Applications with LangChain and GPT

In the live training, you'll use LangChain to build a simple AI application, including preparing and indexing data, prompting the AI, and generating responses.
15 de jun. de 2023
Code along with us onCode Along

View Slides

Large language models (LLMs) like OpenAI GPT are revolutionizing every industry through their power to generate almost any text you can imagine. LangChain provides a software framework for incorporating LLM-based AI into your applications and data pipelines.

In the live training, you'll use LangChain to build a simple AI application, including preparing and indexing data, prompting the AI, and generating responses.

Key takeaways

  • Learn the basics of using LangChain to develop AI applications.
  • Learn how to structure an AI application.
  • Learn how to embed text data for high performance.

Additional Resources

Slides

Temas
Relacionado

tutorial

Building Context-Aware Chatbots: Leveraging LangChain Framework for ChatGPT

Explore how to build context-aware chatbots using the ChatGPT and LangChain framework.
Andrea Valenzuela's photo

Andrea Valenzuela

15 min

tutorial

How to Build LLM Applications with LangChain Tutorial

Explore the untapped potential of Large Language Models with LangChain, an open-source Python framework for building advanced AI applications.
Moez Ali's photo

Moez Ali

12 min

tutorial

Introduction to LangChain for Data Engineering & Data Applications

LangChain is a framework for including AI from large language models inside data pipelines and applications. This tutorial provides an overview of what you can do with LangChain, including the problems that LangChain solves and examples of data use cases.
Richie Cotton's photo

Richie Cotton

11 min

code-along

Introduction to Large Language Models with GPT & LangChain

Learn the fundamentals of working with large language models and build a bot that analyzes data.
Richie Cotton's photo

Richie Cotton

code-along

Chat with Your Documents Using GPT & LangChain

In this code-along, Andrea Valenzuela, Computing Engineer at CERN, and Josep Ferrer Sanchez, Data Scientist at the Catalan Tourist Board, will walk you through building an AI system that can query your documents & data using LangChain & the OpenAI API.
Andrea Valenzuela's photo

Andrea Valenzuela

code-along

Building Multimodal AI Applications with LangChain & the OpenAI API

Combine the power of text and audio AI models to build a bot that answers questions about YouTube videos.
Korey Stegared-Pace's photo

Korey Stegared-Pace

See MoreSee More