Learn LangChain -Go from Zero to Hero – Build AI Apps

سرفصل های دوره

1. LangChain Introduction

1. What Youll Get In This Course

2. What is LangChain

3. ⏱️ Course RoadMap.html

4. Lets understand the LangChain benefits

5. Guidelines For Source Code.html

2. OpenAI Introduction

1. What is OpenAI

2. OpenAI API Key Generation

3. Demo & Environment Setup

1. A LangChain Example - Implementation Demo

2. Anaconda Installation

4. Langchain - Models Module Concept

1. LangChains Modules Overview

5. Beginner level

1. Lets work on basic-level projects.html

6. Project #1 - Simple Question & Answer App

1. LLMs Walkthrough

2. LLM Practical Implementation using Python

3.1 LLM Practical Implementation using Python.zip

3. Lets Build Simple Question Answering Application - Source Code.html

4. Project Environment Setup

5. Lets Build Simple Question Answering Application

6.1 Lets Build Simple Question Answering Application.zip

6. Lets Build Simple Question Answering Application - Source Code.html

7. Project #2 - Simple Conversational App

1. Chat Model Walkthrough

2. Chat Model Practical Implementation using Python

3.1 Chat Model Practical Implementation using Python.zip

3. Chat Model Practical Implementation using Python - Source Code.html

4. Lets Build Simple Conversational Application

5.1 Lets Build Simple Conversational Application.zip

5. Lets Build Simple Conversational Application - Source Code.html

8. Project #3 - Find Similar Things App For Kids

1. Text Embedding Walkthrough

2. Text Embeddings Practical Implementation using Python

3.1 Embeddings Practical Implementation using Python.zip

3. Embeddings Practical Implementation using Python - Source Code.html

4. Embeddings Example using Python

5.1 Embeddings Example using Python.zip

5. Embeddings Example using Python - Source Code.html

6. Lets build Similar Words Finder Application

7.1 Lets build Similar Words Finder Application.zip

7. Lets build Similar Words Finder Application - Source Code.html

9. Langchain - Prompt Module Concept & Implementation Using Python

1. Prompts Module Introduction

2. Prompt Template Walkthrough

3.1 prompt template implementation using python.zip

3. Prompt Template Walkthrough - Source Code.html

4. Example Selectors Walkthrough

5.1 example selectors implementation using python.zip

5. Example Selectors Walkthrough - Source Code.html

6. Adding More Examples To Input Prompt

7. Output Parsers Walkthrough

8.1 output parsers implementation using python.zip

8. Output Parsers Walkthrough - Source Code.html

10. Project #4 - Marketing Campaign App

1. Convert Jupyter Notebook to Python Script

2. Building the Apps frontend

3. Integration of Frontend & Backend

4. Modularization of Code

5. Adding Examples - Kids, Adult & Senior Citizen

6.1 Marketing Campaign App - Project Source Code.zip

6. Marketing Campaign App - Project Source Code.html

11. Langchain - Memory Module Concept

1. Importance of Memory in LLM powered Apps

2. Different Types of Memory

12. Project #5 - ChatGPT Clone with Summarization Option

1. ChatGPT Clone Demo

2. Setting up the Project

3. Implementing the Frontend

4. Modularizing the Code

5. Passing Dynamic Data

6. Implementing Chatbot Conversational View

7. Conversation Summarization & API key feature

8.1 ChatGPT Clone - Source Code.zip

8. ChatGPT Clone with Summarization Option - Source Code.html

13. Langchain - Data Connection Module Concept

1. Data Connnection Module Introduction

2. Data Connection Module - Python Implementation Part 1

3. Data Connection Module - Python Implementation Part 2

4.1 Data Connections - Python Code.zip

4. Data Connection Module - Python Implementation - Source Code.html

14. Intermediate level

1. Lets work on medium-level projects.html

15. Project #6 - Quiz MCQ Creator App

1. Loading Documents & Creating Chunks

2. Generate Embeddings & Store Them

3. Retrieving Answer

4. Creating Structured Output

5.1 MCQ Creator App.zip

5. Quiz MCQ Creator App - Source Code.html

16. Langchain - Chains Module Concept

1. Chains Overview

2. Generic Chains

3. Utility Chains

17. Langchain - Agents Module Concept

1. Agents Overview

18. Project #7 - CSV Data Analysis Tool

1. CSV Data Analysis Tool Demo

2. CSV Data Analysis Tool - Frontend

3. CSV Data Analysis Tool - Backend

4.1 CSV Data Analysis - Project 7.zip

4. CSV Data Analysis Tool - Source Tool.html

19. Advanced level

1. Lets work on complex-level projects.html

20. Project #8 - Youtube Script Writing Tool

1. Youtube Script Writing Tool Demo

2. Youtube Script Writing tool - Frontend

3. Youtube Script Writing tool - Backend

4. Youtube Script Writing tool - Integration

5.1 Youtube Script Writing Tool - Source Code.zip

5. Youtube Script Writing Tool - Source Code.html

21. Project #9 - Support Chat Bot For Your Website

1. Support Chat Bot For Your Website Demo

2. Flow Diagram.html

3. Implement Frontend for Pushing Data to Pinecone

4. Implementing Backend for Scraping the Data

5. Implementing Backend for Pushing the Data to Pinecone

6. Handling the Hardcoded Values

7. Implementing Information Retrieval System

8.1 Support Chat Bot For Your Website - Project 9.zip

8. Support Chat Bot For Your Website - Source Code.html

22. Project #10 - Automatic Ticket Classification Tool

1. Automatic Ticket Classification Tool - Demo

2. Upload Documents To Pinecone - Frontend & Backend

3. Chatbot Interaction- Frontend & Backend

4. Organizing Different Pages in Streamlit

5. Classification Model Creation

6. Model Training Process

7. Ticket Raising Feature Implementation

8. Viewing Pending Tickets Tab

9.1 Automatic Ticket Classification Tool.zip

9. Automatic Ticket Classification Tool - Source Code.html

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تولید کننده: Udemy