The Complete LangChain & LLMs Guide

This comprehensive masterclass takes you on a transformative journey into the realm of LangChain and Large Language Models, equipping you with the skills to build autonomous AI tools.

Starting with the basics, you'll set up your development environment, including OpenAI API and Python, and progress to advanced topics like LangChain's architecture, prompt templates, and parsers. The course meticulously guides you through creating complex chains, memory models, and agents, culminating in the development of practical applications such as PDF extractors, newsletter generators, and multi-document chatbots. With hands-on tutorials, you'll learn to leverage LangChain for tasks ranging from document loading and splitting to embedding vector stores for semantic similarity searches.

By the end, you'll have the knowledge to implement AI in creative and impactful ways, from image-to-text conversion to building interactive chatbots and more, all while navigating the ethical considerations of AI deployment.

Type
video
Category
Programming
publication date
2024-02-23
what you will learn

Configure OpenAI API and Python for AI development
Create and manipulate LangChain prompt templates and parsers
Implement LangChain memory models and chains for complex AI applications
Develop real-world applications, including newsletter generators and chatbots
Work with LangChain embeddings and vector stores for semantic searches
Navigate the ethical and copyright implications of AI-generated content

no of pages
0
duration
0
key features
Step-by-step guides to setting up development environments and building AI tools * Real-world applications demonstrating the practical use of LangChain in various domains * Focus on ethical considerations and copyright implications in the AI landscape
approach
This course combines theoretical insights with practical applications, guiding learners from initial setup to deploying real-world AI applications. Perfect for those seeking to harness the power of AI in technology and programming.
audience
This course is designed for a broad audience interested in artificial intelligence, from data scientists enhancing projects with AI and LangChain, to product managers boosting user experience with AI features. AI enthusiasts, tech innovators, and programmers will deepen their understanding of LangChain, unlocking new opportunities in AI-driven development and pioneering next-gen solutions.

While specific knowledge of Python is not necessary, familiarity with programming concepts is essential.
meta description
Unlock the power of LangChain and Large Language Models (LLMs) to build cutting-edge AI tools. This masterclass guides you from basic setup to deploying autonomous applications, covering LangChain prompts, parsers, memory, chains, and real-world projects like chatbots and image-to-text apps.
short description
Dive deep into the world of Large Language Models (LLMs) with LangChain to create cutting-edge AI tools. From setting up development environments to building real-world applications, master the skills needed to harness the power of AI in various domains.
subtitle
Master AI: Python & LangChain Projects with OpenAI LLMs
keywords
LangChain, LLM, Chatbots, Open AI, API, Parser, Streamlit, Python 3
Product ISBN
9781835885925