AI Apps with ChatGPT and LangChain: The Introduction

AI Apps with ChatGPT and LangChain: The Introduction, available at $89.99, has an average rating of 4.45, with 43 lectures, based on 22 reviews, and has 271 subscribers.

You will learn about Understand Large Language Models and how to use them in AI Apps, how to prepare inputs, call GPT API endpoints and process outputs. Core Prompting Techniques: Instructions, Zero-Shot, Few-Shot, Self Confidence, Chain-of-Thoughts, Output Formatting to JSON Strings, etc. Using ChatGPT API in Natural Language Processing tasks: Named Entity Extraction, Classification, Sentiment Analysis, Translation. Manage chat history with LangChain Conversation Memory classes, including Window Buffer, Token Buffer and Summary, enabling sophisticated, intelligent chatbots. Use Embeddings to create Vector Databases and Semantic Similarity Search to retrieve relevant documents to chat with PDF or HTML docs and Source Code. Summarise long texts with LangChain Map-Reduce and Refine Chains, including PDFs, web pages, YouTube video transcripts. Use ReAct and OpenAI Functions Agent Classes to develop reasoning Agents capable of dealing with complex problems, requiring sequence of steps to solve. Build Chat applications to perform ad hoc Data Analysis with Pandas dataframes or SQL databases. Develop intuitions about how all these work and can be applied to solve real tasks. Learn latest and greatest Python libraries to build LLM enabled applications, including the famous LangChain. This course is ideal for individuals who are Developers wishing to kick off their career into orbit by learning bleeding edge skills of creating Generative AI applications or Python programmers curious about inner workings of ChatGPT and Plugins or System Architects investigating applicabilities of Generative AI and LLMs in Business Applications It is particularly useful for Developers wishing to kick off their career into orbit by learning bleeding edge skills of creating Generative AI applications or Python programmers curious about inner workings of ChatGPT and Plugins or System Architects investigating applicabilities of Generative AI and LLMs in Business Applications.

Enroll now: AI Apps with ChatGPT and LangChain: The Introduction

Summary

Title: AI Apps with ChatGPT and LangChain: The Introduction

Price: $89.99

Average Rating: 4.45

Number of Lectures: 43

Number of Published Lectures: 43

Number of Curriculum Items: 43

Number of Published Curriculum Objects: 43

Original Price: $24.99

Quality Status: approved

Status: Live

What You Will Learn

• Understand Large Language Models and how to use them in AI Apps, how to prepare inputs, call GPT API endpoints and process outputs.
• Core Prompting Techniques: Instructions, Zero-Shot, Few-Shot, Self Confidence, Chain-of-Thoughts, Output Formatting to JSON Strings, etc.
• Using ChatGPT API in Natural Language Processing tasks: Named Entity Extraction, Classification, Sentiment Analysis, Translation.
• Manage chat history with LangChain Conversation Memory classes, including Window Buffer, Token Buffer and Summary, enabling sophisticated, intelligent chatbots.
• Use Embeddings to create Vector Databases and Semantic Similarity Search to retrieve relevant documents to chat with PDF or HTML docs and Source Code.
• Summarise long texts with LangChain Map-Reduce and Refine Chains, including PDFs, web pages, YouTube video transcripts.
• Use ReAct and OpenAI Functions Agent Classes to develop reasoning Agents capable of dealing with complex problems, requiring sequence of steps to solve.
• Build Chat applications to perform ad hoc Data Analysis with Pandas dataframes or SQL databases.
• Develop intuitions about how all these work and can be applied to solve real tasks.
• Learn latest and greatest Python libraries to build LLM enabled applications, including the famous LangChain.

Who Should Attend

• Developers wishing to kick off their career into orbit by learning bleeding edge skills of creating Generative AI applications
• Python programmers curious about inner workings of ChatGPT and Plugins
• System Architects investigating applicabilities of Generative AI and LLMs in Business Applications

Target Audiences

• Developers wishing to kick off their career into orbit by learning bleeding edge skills of creating Generative AI applications
• Python programmers curious about inner workings of ChatGPT and Plugins
• System Architects investigating applicabilities of Generative AI and LLMs in Business Applications