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

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Udemy | ChatGPT And LangChain: The Complete Developer's Masterclass [FCO] (Size: 4.56 GB)
  0. Websites you may like
  1. OneHack.us Premium Cracked Accounts-Tutorials-Guides-Articles Community Based Forum.url 377 B
  2. FTUApps.com Download Cracked Developers Applications For Free.url 239 B
  1 - Lets Start Dive In Here
  1 - How to Get Help English.srt 2.15 KB
  1 - How to Get Help.mp4 2.21 MB
  2 - What is LangChain English.srt 6.93 KB
  2 - What is LangChain.mp4 41.33 MB
  3 - How a Typical AIEnabled App Works English.srt 17.16 KB
  3 - How a Typical AIEnabled App Works.mp4 71.82 MB
  4 - Here It Is This is Why We Use LangChain English.srt 8.81 KB
  4 - Here It Is This is Why We Use LangChain.mp4 32.86 MB
  5 - Course Resources.html 727 B
  5 - diagrams.zip 42.51 MB
  6 - Join Our Community.html 404 B
  10 - Streaming Text Generation
  100 - The Chain Really Wants to Wait English.srt 6.96 KB
  100 - The Chain Really Wants to Wait.mp4 11.96 MB
  101 - Solving the Slow Chain English.srt 4.91 KB
  101 - Solving the Slow Chain.mp4 7.09 MB
  102 - 033-pdf.zip 2.15 MB
  102 - It Works English.srt 4.29 KB
  102 - It Works.mp4 18.48 MB
  103 - 034-pdf.zip 2.15 MB
  103 - Ending the Loop English.srt 7.9 KB
  103 - Ending the Loop.mp4 19.27 MB
  93 - Streaming Text Generation English.srt 6.61 KB
  93 - Streaming Text Generation.mp4 10.96 MB
  94 - 025-app.zip 2.15 MB
  94 - Creating a Working Playground English.srt 8.64 KB
  94 - Creating a Working Playground.mp4 13.06 MB
  95 - 026-pdf.zip 2.15 MB
  95 - Experimenting with a Streaming Language Model English.srt 15.23 KB
  95 - Experimenting with a Streaming Language Model.mp4 29.4 MB
  96 - Chains Dont Want to Stream English.srt 11.29 KB
  96 - Chains Dont Want to Stream.mp4 28.11 MB
  97 - 028-pdf.zip 2.15 MB
  97 - Receiving Chunks with a Callback English.srt 7.42 KB
  97 - Receiving Chunks with a Callback.mp4 18.12 MB
  98 - 029-pdf.zip 2.15 MB
  98 - Extending a LLM Chain English.srt 15.53 KB
  98 - Extending a LLM Chain.mp4 40.79 MB
  99 - 030-pdf.zip 2.15 MB
  99 - Adding a Queue for Communication English.srt 12.52 KB
  99 - Adding a Queue for Communication.mp4 50.68 MB
  11 - Extending LangChain
  104 - 035-pdf.zip 2.15 MB
  104 - Isolating the Queue and Handler English.srt 5.83 KB
  104 - Isolating the Queue and Handler.mp4 16.89 MB
  105 - Using a Mixin Approach English.srt 7.91 KB
  105 - Using a Mixin Approach.mp4 17.15 MB
  106 - 037-pdf.zip 2.15 MB
  106 - Integrating the Streaming Code English.srt 10.69 KB
  106 - Integrating the Streaming Code.mp4 57.18 MB
  107 - 038-pdf.zip 2.15 MB
  107 - Testing the Streaming Setup English.srt 11.78 KB
  107 - Testing the Streaming Setup.mp4 58.46 MB
  108 - Heres the Issue English.srt 7.57 KB
  108 - Heres the Issue.mp4 46.99 MB
  109 - Isolating the Handler English.srt 12.66 KB
  109 - Isolating the Handler.mp4 27.2 MB
  110 - 041-pdf.zip 2.16 MB
  110 - Streaming Complete English.srt 16.98 KB
  110 - Streaming Complete.mp4 93.66 MB
  12 - SelfImproving Text Generation
  111 - Random Component Parts English.srt 6.76 KB
  111 - Random Component Parts.mp4 15.28 MB
  112 - Component Part Flow English.srt 8.67 KB
  112 - Component Part Flow.mp4 41.38 MB
  113 - 044-pdf.zip 2.16 MB
  113 - Partial KWArg Application English.srt 9.72 KB
  113 - Partial KWArg Application.mp4 20.62 MB
  114 - 045-pdf.zip 2.16 MB
  114 - Building Component Maps English.srt 7.2 KB
  114 - Building Component Maps.mp4 21.74 MB
  115 - 046-pdf.zip 2.16 MB
  115 - Randomly Picking a Component English.srt 11.77 KB
  115 - Randomly Picking a Component.mp4 45.24 MB
  116 - 047-pdf.zip 2.16 MB
  116 - Generalizing Component Picking English.srt 15.86 KB
  116 - Generalizing Component Picking.mp4 118.43 MB
  117 - Collecting User Feedback English.srt 8.41 KB
  117 - Collecting User Feedback.mp4 19.54 MB
  118 - Redis Connection Setup English.srt 11.03 KB
  118 - Redis Connection Setup.mp4 30.66 MB
  119 - 050-pdf.zip 2.16 MB
  119 - Storing Votes in Redis English.srt 11.64 KB
  119 - Storing Votes in Redis.mp4 36.89 MB
  120 - 051-pdf.zip 2.16 MB
  120 - Weighted Randomness English.srt 4.69 KB
  120 - Weighted Randomness.mp4 31.38 MB
  121 - 052-pdf.zip 2.16 MB
  121 - Extracting Scores English.srt 10.29 KB
  121 - Extracting Scores.mp4 45.71 MB
  122 - 053-pdf.zip 2.16 MB
  122 - Calculating the Average Score English.srt 11.7 KB
  122 - Calculating the Average Score.mp4 88.79 MB
  123 - 054-pdf.zip 2.16 MB
  123 - Selecting Components By Score English.srt 7.37 KB
  123 - Selecting Components By Score.mp4 29.31 MB
  13 - Implementing Tracing and Observability
  124 - Adding Score Observability English.srt 4.56 KB
  124 - Adding Score Observability.mp4 16.2 MB
  125 - 056-pdf.zip 2.16 MB
  125 - Building the Score Aggregate English.srt 6.01 KB
  125 - Building the Score Aggregate.mp4 31.14 MB
  126 - Adding Another Form of Memory English.srt 4.05 KB
  126 - Adding Another Form of Memory.mp4 18.95 MB
  127 - 058-pdf.zip 2.16 MB
  127 - Window Memory Implementation English.srt 8.26 KB
  127 - Window Memory Implementation.mp4 61.65 MB
  128 - Text Generation Tracing English.srt 7.78 KB
  128 - Text Generation Tracing.mp4 14.34 MB
  129 - Langfuse Signup English.srt 6.24 KB
  129 - Langfuse Signup.mp4 12.19 MB
  130 - Adding in Tracing English.srt 10.73 KB
  130 - Adding in Tracing.mp4 44.51 MB
  131 - Understanding the Trace English.srt 8.6 KB
  131 - Understanding the Trace.mp4 35.72 MB
  132 - 063-pdf.zip 2.17 MB
  132 - Automatic Trace Creation English.srt 16.09 KB
  132 - Automatic Trace Creation.mp4 102.3 MB
  14 - Bonus
  133 - Bonus.html 3.61 KB
  2 - ChatGPT and LangChain Integration
  10 - Using LangChain the Simple Way English.srt 4.88 KB
  10 - Using LangChain the Simple Way.mp4 7.56 MB
  11 - Introducing Chains English.srt 17.53 KB
  11 - Introducing Chains.mp4 52.43 MB
  12 - 004-code.zip 508 B
  12 - Adding a Chain English.srt 6.31 KB
  12 - Adding a Chain.mp4 25.8 MB
  13 - 005-code.zip 584 B
  13 - Parsing Command Line Arguments English.srt 3.81 KB
  13 - Parsing Command Line Arguments.mp4 7.92 MB
  14 - 006-code.zip 702 B
  14 - Securing the API Key English.srt 7.6 KB
  14 - Securing the API Key.mp4 15.63 MB
  15 - 007-code.zip 713 B
  15 - Connecting Chains Together English.srt 5.07 KB
  15 - Connecting Chains Together.mp4 9.67 MB
  16 - 008-code.zip 843 B
  16 - Chains in Series with SequentialChain English.srt 11.21 KB
  16 - Chains in Series with SequentialChain.mp4 50.23 MB
  7 - Important Python Version Information Do Not Skip.html 658 B
  8 - Project Overview and Setup English.srt 6.18 KB
  8 - Project Overview and Setup.mp4 7.45 MB
  9 - Creating an OpenAI API Key.html 1.34 KB
  3 - Deep Dive into Interactions with Memory Management
  17 - App Overview English.srt 4.01 KB
  17 - App Overview.mp4 7.79 MB
  18 - 002-chat.zip 433 B
  18 - Receiving User Input English.srt 3.45 KB
  18 - Receiving User Input.mp4 3.87 MB
  19 - Chat vs Completion Style Models English.srt 16.23 KB
  19 - Chat vs Completion Style Models.mp4 30.74 MB
  20 - 004-chat.zip 540 B
  20 - Representing Messages with ChatPromptTemplates English.srt 9.99 KB
  20 - Representing Messages with ChatPromptTemplates.mp4 15.93 MB
  21 - 005-chat.zip 627 B
  21 - Implementing a Chat Chain English.srt 7.43 KB
  21 - Implementing a Chat Chain.mp4 18.77 MB
  22 - Understanding Memory English.srt 16.25 KB
  22 - Understanding Memory.mp4 35.71 MB
  23 - 007-chat.zip 713 B
  23 - Using ChatBufferMemory to Store Conversations English.srt 12.85 KB
  23 - Using ChatBufferMemory to Store Conversations.mp4 31.84 MB
  24 - 008-chat.zip 1.04 KB
  24 - Saving and Extending Conversations English.srt 7.78 KB
  24 - Saving and Extending Conversations.mp4 34.81 MB
  25 - 009-chat.zip 914 B
  25 - Summarizations Conversation Summary Memory English.srt 16.49 KB
  25 - Summarizations Conversation Summary Memory.mp4 59.72 MB
  4 - Adding Context with Embedding Techniques
  26 - Project Overview English.srt 5.89 KB
  26 - Project Overview.mp4 12.66 MB
  27 - Facts File Download.html 141 B
  27 - facts.txt 8.26 KB
  28 - Project Setup English.srt 3.25 KB
  28 - Project Setup.mp4 4.18 MB
  29 - 003-facts.zip 4.66 KB
  29 - Loading Files with Document Loaders English.srt 10.82 KB
  29 - Loading Files with Document Loaders.mp4 37.85 MB
  30 - Search Criteria English.srt 8.05 KB
  30 - Search Criteria.mp4 19.15 MB
  31 - Introducing Embeddings English.srt 17.86 KB
  31 - Introducing Embeddings.mp4 43.78 MB
  32 - The Entire Embedding Flow English.srt 3.81 KB
  32 - The Entire Embedding Flow.mp4 13.9 MB
  33 - 007-facts.zip 4.76 KB
  33 - Chunking Text English.srt 12.11 KB
  33 - Chunking Text.mp4 81.33 MB
  34 - Important Note About Potential Import Error.html 551 B
  35 - 008-facts.zip 4.79 KB
  35 - Generating Embeddings English.srt 7.25 KB
  35 - Generating Embeddings.mp4 22.99 MB
  5 - Custom Document Retrievers
  36 - 009-facts.zip 1.23 MB
  36 - Introducing ChromaDB English.srt 17.01 KB
  36 - Introducing ChromaDB.mp4 72.08 MB
  37 - 010-facts.zip 334.46 KB
  37 - Building a Retrieval Chain English.srt 17.08 KB
  37 - Building a Retrieval Chain.mp4 67.17 MB
  38 - What is a Retriever English.srt 9.08 KB
  38 - What is a Retriever.mp4 17.9 MB
  39 - Optional Understanding Refine MapReduce and MapRerank English.srt 46.42 KB
  39 - Optional Understanding Refine MapReduce and MapRerank.mp4 316.13 MB
  40 - Removing Duplicate Documents English.srt 13.32 KB
  40 - Removing Duplicate Documents.mp4 40.21 MB
  41 - 014-facts.zip 334.93 KB
  41 - Creating a Custom Retriever English.srt 18.03 KB
  41 - Creating a Custom Retriever.mp4 84.96 MB
  42 - 015-facts.zip 1.23 MB
  42 - Custom Retriever in Action English.srt 9.73 KB
  42 - Custom Retriever in Action.mp4 74.07 MB
  43 - Understanding Embeddings Download.html 156 B
  43 - scores.ipynb 104.41 KB
  44 - Visualizing Embeddings English.srt 7.75 KB
  44 - Visualizing Embeddings.mp4 30.41 MB
  6 - Empower ChatGPT with Tools and Agents
  45 - 001-agents.zip 366 B
  45 - App Overview English.srt 6.94 KB
  45 - App Overview.mp4 8.9 MB
  46 - Understanding Tools English.srt 12.61 KB
  46 - Understanding Tools.mp4 36.99 MB
  47 - Understanding ChatGPT Functions English.srt 17.41 KB
  47 - Understanding ChatGPT Functions.mp4 38.08 MB
  48 - SQLite Database Download.html 141 B
  48 - db.sqlite 776 KB
  49 - 004-agents.zip 383.46 KB
  49 - Defining a Tool English.srt 10.41 KB
  49 - Defining a Tool.mp4 22.92 MB
  50 - 005-agents.zip 384.68 KB
  50 - Defining an Agent and AgentExecutor English.srt 8.67 KB
  50 - Defining an Agent and AgentExecutor.mp4 17.23 MB
  51 - 006-agents.zip 384.69 KB
  51 - Understanding Agents and AgentExecutors English.srt 15.32 KB
  51 - Understanding Agents and AgentExecutors.mp4 44.55 MB
  52 - Shortcomings in ChatGPTs Assumptions English.srt 7.47 KB
  52 - Shortcomings in ChatGPTs Assumptions.mp4 29.17 MB
  53 - 008-agents.zip 384.93 KB
  53 - Recovering from Errors in Tools English.srt 7.3 KB
  53 - Recovering from Errors in Tools.mp4 21.88 MB
  54 - 009-agents.zip 385.43 KB
  54 - Adding Table Context English.srt 15.12 KB
  54 - Adding Table Context.mp4 70.21 MB
  55 - 010-agents.zip 385.94 KB
  55 - Adding a Table Description Tool English.srt 7.65 KB
  55 - Adding a Table Description Tool.mp4 34.25 MB
  56 - 011-agents.zip 386.11 KB
  56 - Being Direct with System Messages English.srt 4.58 KB
  56 - Being Direct with System Messages.mp4 11.58 MB
  57 - 012-agents.zip 386.44 KB
  57 - Adding Better Descriptions for Tool Arguments English.srt 10.66 KB
  57 - Adding Better Descriptions for Tool Arguments.mp4 71.86 MB
  58 - 013-agents.zip 388.25 KB
  58 - Tools with Multiple Arguments English.srt 10.16 KB
  58 - Tools with Multiple Arguments.mp4 68.46 MB
  59 - Memory vs Agent Scratchpad English.srt 15.02 KB
  59 - Memory vs Agent Scratchpad.mp4 64.62 MB
  60 - 015-agents.zip 389.35 KB
  60 - Preserving Messages with Agent Executor English.srt 4.2 KB
  60 - Preserving Messages with Agent Executor.mp4 25.67 MB
  61 - Understanding Callbacks English.srt 7.85 KB
  61 - Understanding Callbacks.mp4 34.59 MB
  62 - Implementing a Basic Callback Handler English.srt 7.74 KB
  62 - Implementing a Basic Callback Handler.mp4 57.93 MB
  63 - 018-agents.zip 392.49 KB
  63 - More Handler Implementaion English.srt 17.75 KB
  63 - More Handler Implementaion.mp4 105.66 MB
  7 - Pinecone as a Vector Database
  64 - App Overview English.srt 4.31 KB
  64 - App Overview.mp4 9.04 MB
  65 - Taking a Look at Mockups English.srt 6.08 KB
  65 - Taking a Look at Mockups.mp4 16.35 MB
  66 - Boilerplate Download.html 544 B
  66 - pdf-dist.zip 2.22 MB
  67 - Boilerplate Setup English.srt 8.62 KB
  67 - Boilerplate Setup.mp4 23.54 MB
  68 - How This App is Designed English.srt 10.87 KB
  68 - How This App is Designed.mp4 42.48 MB
  69 - Outlining the First Feature English.srt 7.62 KB
  69 - Outlining the First Feature.mp4 17.96 MB
  70 - Loading and Splitting From a PDF English.srt 5.73 KB
  70 - Loading and Splitting From a PDF.mp4 24.82 MB
  71 - Sample PDF.html 210 B
  71 - spice.pdf 339.93 KB
  72 - Running File Upload Server Locally.html 731 B
  72 - local-do-files.zip 1.64 KB
  73 - Testing the PDF Upload English.srt 3.79 KB
  73 - Testing the PDF Upload.mp4 19.23 MB
  74 - Introducing Pinecone English.srt 11.24 KB
  74 - Introducing Pinecone.mp4 33.93 MB
  75 - 009-app.zip 2.14 MB
  75 - Initializing the Pinecone Client English.srt 9.31 KB
  75 - Initializing the Pinecone Client.mp4 15.78 MB
  76 - 010-app.zip 2.14 MB
  76 - Adding Documents to the Vector Store English.srt 6.55 KB
  76 - Adding Documents to the Vector Store.mp4 27.46 MB
  8 - Distributed Text Generation with Celery
  77 - Why is Processing Taking Forever English.srt 10.38 KB
  77 - Why is Processing Taking Forever.mp4 31.79 MB
  78 - Introducing Background Jobs English.srt 12.59 KB
  78 - Introducing Background Jobs.mp4 37.97 MB
  79 - Redis Setup English.srt 3.17 KB
  79 - Redis Setup.mp4 4.38 MB
  80 - Redis MacOS Setup.html 597 B
  81 - Redis Ubuntu and Windows Subsystem for Linux Setup.html 978 B
  82 - Redis Windows Setup Without WSL.html 2.23 KB
  83 - 014-app.zip 2.14 MB
  83 - Adding in the Worker English.srt 6.57 KB
  83 - Adding in the Worker.mp4 27.29 MB
  84 - 015-app.zip 2.14 MB
  84 - Queuing Up Jobs English.srt 6.67 KB
  84 - Queuing Up Jobs.mp4 16.93 MB
  85 - 016-app.zip 2.14 MB
  85 - Updating Document Metadata English.srt 11.59 KB
  85 - Updating Document Metadata.mp4 57.52 MB
  9 - Custom Message Histories
  86 - Understanding the Apps Requirements English.srt 13.53 KB
  86 - Understanding the Apps Requirements.mp4 38.65 MB
  87 - Persistent Message Storage English.srt 19.12 KB
  87 - Persistent Message Storage.mp4 72.45 MB
  88 - Introducing the Conversational Retrieval Chain English.srt 17.4 KB
  88 - Introducing the Conversational Retrieval Chain.mp4 79.96 MB
  89 - 020-app.zip 2.14 MB
  89 - Building the Retriever English.srt 7.51 KB
  89 - Building the Retriever.mp4 30.83 MB
  90 - Custom History Objects English.srt 7.63 KB
  90 - Custom History Objects.mp4 18.59 MB
  91 - 022-app.zip 2.15 MB
  91 - Building a Custom SQL History English.srt 13.02 KB
  91 - Building a Custom SQL History.mp4 29.37 MB
  92 - 023-app.zip 2.15 MB
  92 - Testing the Chain English.srt 7.52 KB
  92 - Testing the Chain.mp4 41.66 MB
  FreeCoursesOnline.me Download Udacity, Masterclass, Lynda, PHLearn, etc Free.url 290 B
  code.zip 119.54 MB
  ▲ 323 total files

Description


Lynda and other Courses >>> https://freecoursesonline.me/
Forum for discussion >>> https://onehack.us/

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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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