Langchain for beginners : Build GenAI LLM Apps in Easy Steps

سرفصل های دوره

A Step-by-Step Guide to Master LangChain

1. Introduction

1. Introduction

2. How to make the best

3. Download Completed Project

2. The Fundamentals

1. What is GenAI

2. What is OpenAI

3. Other LLMs

4. What is Langchain

5. The Fundamentals.html

3. Software Setup

1. Setup OpenAI Account

2. Setup Open Source LLMs

4. Langchain in action

1. Setup Project

2. Langchain in action

3. Use Open Source Models Locally

4. Use Mistral AI.html

5. What is Streamlit

6.1 Use Streamlit

6. Use Streamlit GUI

7. Turn on Debug

8. Langchain in action.html

5. Prompt Templates

1. Introduction

2. PromptTemplate in action

3. Add two more place holders

4. Improve the prompt

5. Create a Travel Guide App

6. Prompt Template.html

7. Interview Helper.html

6. Chains

1. Introduction

2. LCEL In Action

3. UseCase and Code Walkthrough

4. Simple Sequential Chain

5. Display the title

6. Blog Post Generator.html

7. Using Multiple LLMs

8. Sequential Chain

9. Format Output

10. Marketing Email Generator.html

11. Organize Files

12. LCEL and Chains.html

7. Maintaining ChatHistory

1. Introduction

2. Use ChatPromptTemplate

3. Code Walk Through

4. Use StreamlitChatMessageHistory

5. Display History

6. Use ChatMessageHistory

7. ChatHistory.html

8. Embeddings

1. Introduction

2. Using the Embeddings Model

3. Similarity Finder

4. Get Multiple Embeddings.html

9. Vector Stores

1. Introduction

2. Code Walk Through

3. Implement Job Search Helper

4. Test

5. Use Retriever

6. Use FAISS Vector Store.html

10. RAG - Working With Documents

1. What is RAG

2. UseCase and Code Walkthrough

3. Implement RAG Part 1

4. Implement RAG Part 2

5.1 rag questions.txt

5. Test

6. History Aware RAG Bot

7. Test

8. RAG.html

11. Image Processing

1. Introduction

2.1 images analysis.zip

2. Create Image Analyzer App

3. Use Streamlit

12. Agents

1. Introduction

2. Code Walk Through

3.1 agent demo.zip

3. Setup Project

4. Create an Agent

5. Test

13. Deployment

1. Introduction

2. Update Code

3.1 requirements.txt

3. Push to GitHub

4. Deploy

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تولید کننده: Udemy