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Udemy | ChatGPT And LangChain: The Complete Developer's Masterclass [FCO]
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Udemy - ChatGPT And LangChain: The Complete Developer's Masterclass [FCO]

About

Intensive masterclass on ChatGPT, LangChain, and Python. Make production-ready apps focused on real-world AI integration

What you'll learn

• Integrate ChatGPT into production-style apps with LangChain
• Use LangChain components to build complex text generation pipelines
• Enhance ChatGPT's output by automatically integrating user feedback
• Teach ChatGPT new facts through Retrieval Augmented Generation
• Extend LangChain to implement server-to-browser text streaming
• Use OpenAI Plugins to add new capabilities to ChatGPT, such as database access and code execution
• Understand every line of code we write so you can use these exact same techniques on your own projects
• Build your own chat-with-a-PDF web application, complete with document upload and authentication
• See how users interact with your chat features using observability and tracing

Description

You've found the most advanced, most complete, and most intensive masterclass online for learning how to integrate LangChain and ChatGPT into production-ready applications!

Thousands of engineers have learned how to build amazing applications using ChatGPT, and you can too. This course uses a time-tested, battle-proven method to make sure you understand exactly how ChatGPT works, and is the perfect pathway to help you get a new job as a software engineer working on AI-enabled apps.

The difference between this course and all the others: you will go far beyond the basics of simple ChatGPT prompts, and understand how companies are integrating text generation into their apps today.

ChatGPT is being used across industries to enhance applications with text generation. But with this new feature comes many challenges:

Building complex text generation pipelines that incorporate outside information

Creating reusable configuration components that can be reassembled in different ways

Applying user feedback (like upvotes/downvotes) to enhance ChatGPT's output

Wiring in observability and tracing to see how users are interacting with your AI

Generate text performantly using distributed processing

This course will walk you through production-ready, repeatable techniques for addressing each of these challenges and many more.

What will you build?

This course focuses on creating a series of different projects of increasing complexity. You'll start from the very basics, understanding how to access ChatGPT 4 programatically.   From there, we will quickly increase in complexity, building more complex projects with many more features. By the end, you will make a fully-featured web app that implements a "Chat-with-a-PDF" feature. Note: no previous web development experience is required.

Here's a partial list of some of the topics you'll cover:

• Understand how complex text-generation pipelines work
• Write reusable code using chains provided by LangChain
• Connect chains together in different ways to dramatically change your apps behavior with ease
• Store, retrieve, and summarize chat messages using conversational memory
• Implement semantic search for Retrieval-Augmented Generation using embeddings
• Generate and store embeddings in vector databases like ChromaDB and Pinecone
• Use retrievers to refine, reduce, and rank context documents, teaching ChatGPT new information
• Create agents to automatically accomplish tasks for you using goals you define
• Write tools and plugins to allow ChatGPT to access the outside world
• Maintain a consistent focus on performance through distributed processing using Celery and Redis
• Extend LangChain to implement server-to-browser text streaming
• Improve ChatGPT's output quality through user-generated feedback mechanisms
• Get visibility into how users interact with your text generation features by using tracing

There are a ton of courses that show how to use ChatGPT at a very basic level. This is one of the very few courses online that goes far beyond the basics to teach you advanced techniques that top companies are using today. I have a passion for teaching topics the right way - the way that you'll actually use technology in the real world. Sign up today and join me!

Who this course is for:

• Software engineers looking to add AI into their apps

Requirements

• Basic programming experience with Python

Instructor(s)

Stephen Grider has been building complex Javascript front ends for top corporations in the San Francisco Bay Area.   With an innate ability to simplify complex topics, Stephen has been mentoring engineers beginning their careers in software development for years, and has now expanded that experience onto Udemy, authoring the highest rated React course. He teaches on Udemy to share the knowledge he has gained with other software engineers.   Invest in yourself by learning from Stephen's published courses.

Media Information:

MP4 | Video: h264, 1920x1080 | Audio: AAC, 24 KHz, 2 Ch
Genre: eLearning | Language: English | Last updated: 12/2023 | Duration: 133 lectures ( 12h 3m ) | Author: Stephen Grider

Course Source: https://www.udemy.com/course/chatgpt-and-langchain-the-complete-developers-masterclass/

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1 - Lets Start Dive In Here/1 - How to Get Help English.srt2.15 KiB
1 - Lets Start Dive In Here/1 - How to Get Help.mp42.21 MiB
1 - Lets Start Dive In Here/2 - What is LangChain English.srt6.93 KiB
1 - Lets Start Dive In Here/2 - What is LangChain.mp441.33 MiB
1 - Lets Start Dive In Here/3 - How a Typical AIEnabled App Works English.srt17.16 KiB
1 - Lets Start Dive In Here/3 - How a Typical AIEnabled App Works.mp471.82 MiB
1 - Lets Start Dive In Here/4 - Here It Is This is Why We Use LangChain English.srt8.81 KiB
1 - Lets Start Dive In Here/4 - Here It Is This is Why We Use LangChain.mp432.86 MiB
1 - Lets Start Dive In Here/5 - Course Resources.html727 B
1 - Lets Start Dive In Here/5 - diagrams.zip42.51 MiB
1 - Lets Start Dive In Here/6 - Join Our Community.html404 B
10 - Streaming Text Generation/100 - The Chain Really Wants to Wait English.srt6.96 KiB
10 - Streaming Text Generation/100 - The Chain Really Wants to Wait.mp411.96 MiB
10 - Streaming Text Generation/101 - Solving the Slow Chain English.srt4.91 KiB
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10 - Streaming Text Generation/102 - 033-pdf.zip2.15 MiB
10 - Streaming Text Generation/102 - It Works English.srt4.29 KiB
10 - Streaming Text Generation/102 - It Works.mp418.48 MiB
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10 - Streaming Text Generation/103 - Ending the Loop English.srt7.9 KiB
10 - Streaming Text Generation/103 - Ending the Loop.mp419.27 MiB
10 - Streaming Text Generation/93 - Streaming Text Generation English.srt6.61 KiB
10 - Streaming Text Generation/93 - Streaming Text Generation.mp410.96 MiB
10 - Streaming Text Generation/94 - 025-app.zip2.15 MiB
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10 - Streaming Text Generation/95 - 026-pdf.zip2.15 MiB
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10 - Streaming Text Generation/95 - Experimenting with a Streaming Language Model.mp429.4 MiB
10 - Streaming Text Generation/96 - Chains Dont Want to Stream English.srt11.29 KiB
10 - Streaming Text Generation/96 - Chains Dont Want to Stream.mp428.11 MiB
10 - Streaming Text Generation/97 - 028-pdf.zip2.15 MiB
10 - Streaming Text Generation/97 - Receiving Chunks with a Callback English.srt7.42 KiB
10 - Streaming Text Generation/97 - Receiving Chunks with a Callback.mp418.12 MiB
10 - Streaming Text Generation/98 - 029-pdf.zip2.15 MiB
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10 - Streaming Text Generation/98 - Extending a LLM Chain.mp440.79 MiB
10 - Streaming Text Generation/99 - 030-pdf.zip2.15 MiB
10 - Streaming Text Generation/99 - Adding a Queue for Communication English.srt12.52 KiB
10 - Streaming Text Generation/99 - Adding a Queue for Communication.mp450.68 MiB
11 - Extending LangChain/104 - 035-pdf.zip2.15 MiB
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11 - Extending LangChain/104 - Isolating the Queue and Handler.mp416.89 MiB
11 - Extending LangChain/105 - Using a Mixin Approach English.srt7.91 KiB
11 - Extending LangChain/105 - Using a Mixin Approach.mp417.15 MiB
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11 - Extending LangChain/106 - Integrating the Streaming Code.mp457.18 MiB
11 - Extending LangChain/107 - 038-pdf.zip2.15 MiB
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11 - Extending LangChain/108 - Heres the Issue English.srt7.57 KiB
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12 - SelfImproving Text Generation/116 - Generalizing Component Picking.mp4118.43 MiB
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12 - SelfImproving Text Generation/119 - 050-pdf.zip2.16 MiB
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12 - SelfImproving Text Generation/120 - Weighted Randomness English.srt4.69 KiB
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12 - SelfImproving Text Generation/123 - Selecting Components By Score.mp429.31 MiB
13 - Implementing Tracing and Observability/124 - Adding Score Observability English.srt4.56 KiB
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13 - Implementing Tracing and Observability/126 - Adding Another Form of Memory English.srt4.05 KiB
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13 - Implementing Tracing and Observability/127 - Window Memory Implementation.mp461.65 MiB
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13 - Implementing Tracing and Observability/128 - Text Generation Tracing.mp414.34 MiB
13 - Implementing Tracing and Observability/129 - Langfuse Signup English.srt6.24 KiB
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13 - Implementing Tracing and Observability/132 - Automatic Trace Creation.mp4102.3 MiB
14 - Bonus/133 - Bonus.html3.61 KiB
2 - ChatGPT and LangChain Integration/10 - Using LangChain the Simple Way English.srt4.88 KiB
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2 - ChatGPT and LangChain Integration/7 - Important Python Version Information Do Not Skip.html658 B
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2 - ChatGPT and LangChain Integration/9 - Creating an OpenAI API Key.html1.34 KiB
3 - Deep Dive into Interactions with Memory Management/17 - App Overview English.srt4.01 KiB
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4 - Adding Context with Embedding Techniques/26 - Project Overview English.srt5.89 KiB
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6 - Empower ChatGPT with Tools and Agents/60 - Preserving Messages with Agent Executor.mp425.67 MiB
6 - Empower ChatGPT with Tools and Agents/61 - Understanding Callbacks English.srt7.85 KiB
6 - Empower ChatGPT with Tools and Agents/61 - Understanding Callbacks.mp434.59 MiB
6 - Empower ChatGPT with Tools and Agents/62 - Implementing a Basic Callback Handler English.srt7.74 KiB
6 - Empower ChatGPT with Tools and Agents/62 - Implementing a Basic Callback Handler.mp457.93 MiB
6 - Empower ChatGPT with Tools and Agents/63 - 018-agents.zip392.49 KiB
6 - Empower ChatGPT with Tools and Agents/63 - More Handler Implementaion English.srt17.75 KiB
6 - Empower ChatGPT with Tools and Agents/63 - More Handler Implementaion.mp4105.66 MiB
7 - Pinecone as a Vector Database/64 - App Overview English.srt4.31 KiB
7 - Pinecone as a Vector Database/64 - App Overview.mp49.04 MiB
7 - Pinecone as a Vector Database/65 - Taking a Look at Mockups English.srt6.08 KiB
7 - Pinecone as a Vector Database/65 - Taking a Look at Mockups.mp416.35 MiB
7 - Pinecone as a Vector Database/66 - Boilerplate Download.html544 B
7 - Pinecone as a Vector Database/66 - pdf-dist.zip2.22 MiB
7 - Pinecone as a Vector Database/67 - Boilerplate Setup English.srt8.62 KiB
7 - Pinecone as a Vector Database/67 - Boilerplate Setup.mp423.54 MiB
7 - Pinecone as a Vector Database/68 - How This App is Designed English.srt10.87 KiB
7 - Pinecone as a Vector Database/68 - How This App is Designed.mp442.48 MiB
7 - Pinecone as a Vector Database/69 - Outlining the First Feature English.srt7.62 KiB
7 - Pinecone as a Vector Database/69 - Outlining the First Feature.mp417.96 MiB
7 - Pinecone as a Vector Database/70 - Loading and Splitting From a PDF English.srt5.73 KiB
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7 - Pinecone as a Vector Database/71 - Sample PDF.html21 B
7 - Pinecone as a Vector Database/71 - spice.pdf339.93 KiB
7 - Pinecone as a Vector Database/72 - Running File Upload Server Locally.html731 B
7 - Pinecone as a Vector Database/72 - local-do-files.zip1.64 KiB
7 - Pinecone as a Vector Database/73 - Testing the PDF Upload English.srt3.79 KiB
7 - Pinecone as a Vector Database/73 - Testing the PDF Upload.mp419.23 MiB
7 - Pinecone as a Vector Database/74 - Introducing Pinecone English.srt11.24 KiB
7 - Pinecone as a Vector Database/74 - Introducing Pinecone.mp433.93 MiB
7 - Pinecone as a Vector Database/75 - 009-app.zip2.14 MiB
7 - Pinecone as a Vector Database/75 - Initializing the Pinecone Client English.srt9.31 KiB
7 - Pinecone as a Vector Database/75 - Initializing the Pinecone Client.mp415.78 MiB
7 - Pinecone as a Vector Database/76 - 010-app.zip2.14 MiB
7 - Pinecone as a Vector Database/76 - Adding Documents to the Vector Store English.srt6.55 KiB
7 - Pinecone as a Vector Database/76 - Adding Documents to the Vector Store.mp427.46 MiB
8 - Distributed Text Generation with Celery/77 - Why is Processing Taking Forever English.srt10.38 KiB
8 - Distributed Text Generation with Celery/77 - Why is Processing Taking Forever.mp431.79 MiB
8 - Distributed Text Generation with Celery/78 - Introducing Background Jobs English.srt12.59 KiB
8 - Distributed Text Generation with Celery/78 - Introducing Background Jobs.mp437.97 MiB
8 - Distributed Text Generation with Celery/79 - Redis Setup English.srt3.17 KiB
8 - Distributed Text Generation with Celery/79 - Redis Setup.mp44.38 MiB
8 - Distributed Text Generation with Celery/80 - Redis MacOS Setup.html597 B
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8 - Distributed Text Generation with Celery/82 - Redis Windows Setup Without WSL.html2.23 KiB
8 - Distributed Text Generation with Celery/83 - 014-app.zip2.14 MiB
8 - Distributed Text Generation with Celery/83 - Adding in the Worker English.srt6.57 KiB
8 - Distributed Text Generation with Celery/83 - Adding in the Worker.mp427.29 MiB
8 - Distributed Text Generation with Celery/84 - 015-app.zip2.14 MiB
8 - Distributed Text Generation with Celery/84 - Queuing Up Jobs English.srt6.67 KiB
8 - Distributed Text Generation with Celery/84 - Queuing Up Jobs.mp416.93 MiB
8 - Distributed Text Generation with Celery/85 - 016-app.zip2.14 MiB
8 - Distributed Text Generation with Celery/85 - Updating Document Metadata English.srt11.59 KiB
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9 - Custom Message Histories/86 - Understanding the Apps Requirements English.srt13.53 KiB
9 - Custom Message Histories/86 - Understanding the Apps Requirements.mp438.65 MiB
9 - Custom Message Histories/87 - Persistent Message Storage English.srt19.12 KiB
9 - Custom Message Histories/87 - Persistent Message Storage.mp472.45 MiB
9 - Custom Message Histories/88 - Introducing the Conversational Retrieval Chain English.srt17.4 KiB
9 - Custom Message Histories/88 - Introducing the Conversational Retrieval Chain.mp479.96 MiB
9 - Custom Message Histories/89 - 020-app.zip2.14 MiB
9 - Custom Message Histories/89 - Building the Retriever English.srt7.51 KiB
9 - Custom Message Histories/89 - Building the Retriever.mp430.83 MiB
9 - Custom Message Histories/90 - Custom History Objects English.srt7.63 KiB
9 - Custom Message Histories/90 - Custom History Objects.mp418.59 MiB
9 - Custom Message Histories/91 - 022-app.zip2.15 MiB
9 - Custom Message Histories/91 - Building a Custom SQL History English.srt13.02 KiB
9 - Custom Message Histories/91 - Building a Custom SQL History.mp429.37 MiB
9 - Custom Message Histories/92 - 023-app.zip2.15 MiB
9 - Custom Message Histories/92 - Testing the Chain English.srt7.52 KiB
9 - Custom Message Histories/92 - Testing the Chain.mp441.66 MiB
FreeCoursesOnline.me Download Udacity, Masterclass, Lynda, PHLearn, etc Free.url29 B
code.zip119.54 MiB