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Udemy - LangChain MasterClass-#15 OpenAI LLAMA 2 LLM Apps Python 2023-6
Course modified date: 9 Feb 2024
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Udemy - LangChain MasterClass-#15 OpenAI LLAMA 2 LLM Apps Python 2023-6
Course content
Sections:
22
•
Activities:
0
•
Resources:
93
- 1. What You'll Get In This Course
- 2. What is LangChain
- 5. Let's understand the LangChain benefits
- 1. What is OpenAI
- 2. OpenAI API Key Generation
- 1. A LangChain Example - Implementation Demo
- 2. Anaconda Installation
- 1. LangChains Modules Overview
- 1. LLMs Walkthrough
- 2. LLM Practical Implementation using Python
- 3. Project Environment Setup
- 4. Lets' Build Simple Question Answering Application
- Sample Code
- 1. Chat Model Walkthrough
- 2. Chat Model Practical Implementation using Python
- 3. Let's Build Simple Conversational Application
- Sample Code
- 1. Text Embedding Walkthrough
- 2. Text Embeddings Practical Implementation using Python
- 3. Embeddings Example using Python
- 4. Let's build Similar Words Finder Application
- Sample Codes
- 1. Prompts Module Introduction
- 2. Prompt Template Walkthrough
- 3. Example Selectors Walkthrough
- 4. Adding More Examples To Input Prompt
- 5. Output Parsers Walkthrough
- 1. Convert Jupyter Notebook to Python Script
- 2. Building the App's frontend
- 3. Integration of Frontend & Backend
- 4. Modularization of Code
- 5. Adding Examples - Kids, Adult & Senior Citizen
- Code
- 1. Importance of Memory in LLM powered Apps
- 2. Different Types of Memory
- Code
- 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
- Code
- 1. Data Connnection Module Introduction
- 2. Data Connection Module - Python Implementation Part 1
- 3. Data Connection Module - Python Implementation Part 2
- Code
- 1. Loading Documents & Creating Chunks
- 2. Generate Embeddings & Store Them
- 3. Retrieving Answer
- 4. Creating Structured Output
- Code
- 1. Chains Overview
- 2. Generic Chains
- 3. Utility Chains
- Code
- 1. Agents Overview
- 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
- 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
- 1. Support Chat Bot For Your Website Demo
- 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
- 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
- 1. HR - Resume Screening Assistance - Demo
- 3. Resume Screening Assistance Frontend
- 4. Loading Documents and Adding Metadata
- 5. Push & Pull Data From Pinecone
- 6. Draft
- 7. Finetuning Output
- 2.1 Resume Screening Assistance Project - Source Code
- 1. LLAMA 2 Introduction & Download Guide
- 1. Email Generator Front End & Module Creation
- 2. Using LLAMA2 as LLM&Execution