Developing LLM Apps with LangChain | ZeroToMasterry


Developing LLM Apps with LangChain | ZeroToMasterry [Update 04/2025]
English | Size: 746 MB
Genre: eLearning

This byte-sized course will teach you how to build state-of-the-art LLM-powered applications with LangChain, Pinecone, and Python! This is the perfect way to start learning about the world of AI application development.

What you’ll learn
How to integrate external data sources, including books and documents, into LLMs like GPT for enhanced question-answering capabilities beyond their initial training data
The fundamentals of building LLM-powered applications using the LangChain framework, enabling you to harness the full potential of AI in custom projects
Techniques for leveraging Pinecone and OpenAI with Python to create sophisticated Q&A applications, enhancing your technical skill set and understanding of modern AI tools
Step-by-step guidance on deploying scalable and performant AI applications, preparing you to create a portfolio-worthy project in just 3 hours

Why Learn LangChain?
LangChain is an open-source framework that allows developers working with AI to combine large language models (LLMs) like GPT-4 with external sources of computation and data.

It makes it easy to build and deploy AI applications that are both scalable and performant. LangChain is a great entry point into the AI field for individuals from diverse backgrounds and enables the deployment of AI as a service. It has a virtually infinite number of practical use cases!

Why Learn Pinecone?
Pinecone is a cutting-edge vector database designed specifically for machine learning and AI applications.

It enables developers and data scientists to efficiently store, manage, and search through large volumes of high-dimensional vector data, which is often generated by AI models like deep learning algorithms.

By learning Pinecone, you gain the capability to build advanced search, recommendation, and personalization systems that can handle complex queries and return highly relevant results in real-time.

This technology is crucial for anyone looking to build AI applications!

Wait… What’s a Project?
One of the most common things we hear from students is: “I want to build more projects!”.

We love hearing that, because building projects is really the best way to learn. And unique, challenging projects can really make your portfolio stand out for potential employers.

But also…it just feel so good when you actually build something real!

That’s why we’ve created ZTM Projects. A collection of comprehensive portfolio and practice projects that you can use to advance your knowledge, learn new skills, build your portfolio, and sometimes even just have fun!

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