Generative AI for NodeJs: OpenAI, LangChain – TypeScript 2024-2 -Udemy

Hands-On Practice with OpenAI, ChatGPT and LangChain. Use Pinecone and Huggingface and integrate AI into your Node app

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Last Update	24/07/2024
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NodeJs OpenAI Langchain

1. Introduction

4Lessons ·
- 1. How to take this course.mp4
- 2. Course experience.mp4
- 3. Tools setup.mp4
- 4. Course resources.html
2. OpenAI setup and Introduction

11Lessons ·
- 1. Sectio intro.mp4
- 2. NodeJS setup and api key.mp4
- 2.1 Code changes in this lecture.html
- 3. Optional TypeScript setup.mp4
- 3.1 Code changes in this lecture.html
- 4. Understanding an API call.mp4
- 5. OpenAI models.mp4
- 6. Tokens.mp4
- 7. OpenAI roles.mp4
- 7.1 Code changes in this lecture.html
- 8. Other OpenAI parameters.mp4
3. Basic chat project

11Lessons ·
- 1. Section intro.mp4
- 2. Project init.mp4
- 2.1 Code changes in this lecture.html
- 3. Basic chat build.mp4
- 3.1 Code changes in this lecture.html
- 4. Context configuration.mp4
- 4.1 Code changes in this lecture.html
- 5. Optional VSCode debug.mp4
- 5.1 Code changes in this lecture.html
- 6. OpenAI token limit.mp4
- 6.1 Code changes in this lecture.html
4. OpenAI tools (functions)

9Lessons ·
- 1. Section intro.mp4
- 2. Tool call setup.mp4
- 2.1 Code changes in this lecture.html
- 3. First tool call.mp4
- 3.1 Code changes in this lecture.html
- 4. Tool parameters.mp4
- 5. Practice flight assistant.mp4
- 6. Project solution.mp4
- 6.1 Code changes in this lecture.html
5. Halfway discussion

1Lessons ·
- 1. Halfway discussion.mp4
6. Embeddings

15Lessons ·
- 1. Section intro.mp4
- 2. Embeddings presentation.mp4
- 2.1 Docs OpenAI embeddings.html
- 2.2 Huggingface mteb leaderboard.html
- 3. OpenAI embeddings.mp4
- 3.1 Code changes in this lecture.html
- 4. Saving embeddings.mp4
- 4.1 Code changes in this lecture.html
- 5. Calculating similarity.mp4
- 5.1 Code changes in this lecture.html
- 6. Analizing similarities.mp4
- 6.1 Code changes in this lecture.html
- 7. Project recommandation sysytem.mp4
- 8. Project sollution.mp4
- 8.1 Code changes in this lecture.html
7. Vector databases

18Lessons ·
- 1. Section intro.mp4
- 2. Vector dbs presentation.mp4
- 3. ChromaDB presentation.mp4
- 4. ChromaDb installation.mp4
- 4.1 Chroma deployment.html
- 5. ChromaDB Client.mp4
- 6. ChromaDB Embedding function.mp4
- 6.1 Code changes in this lecture.html
- 7. Chat with your data App proposal.mp4
- 8. Chat app implementation.mp4
- 8.1 Code changes in this lecture.html
- 9. Pinecone introduction.mp4
- 10. Pinecone indexes.mp4
- 10.1 Code changes in this lecture.html
- 11. Pinecone index operations.mp4
- 11.1 Code changes in this lecture.html
- 12. Pinecone info app.mp4
- 12.1 Code changes in this lecture.html
8. LangChain

21Lessons ·
- 1. Section intro.mp4
- 2. What is LangChain.mp4
- 3. LangChain setup.mp4
- 3.1 Code changes in this lecture.html
- 3.2 Docs JS LangChain.html
- 4. First LangChain application.mp4
- 4.1 Code changes in this lecture.html
- 5. LangChain promp templates.mp4
- 5.1 Code changes in this lecture.html
- 6. LangChain output parsers.mp4
- 6.1 Code changes in this lecture.html
- 7. RAG app presentation.mp4
- 8. Basic RAG appication.mp4
- 8.1 Code changes in this lecture.html
- 9. LangChain Web Loader.mp4
- 9.1 Code changes in this lecture.html
- 9.2 Docs Cheerio.html
- 10. LangChain PDF Loader.mp4
- 10.1 Code changes in this lecture.html
- 11. LangChain and ChromaDB.mp4
- 11.1 Code changes in this lecture.html
9. Escape from OpenAI - other AI models

13Lessons ·
- 1. Section intro.mp4
- 2. What is Huggingface.mp4
- 3. Huggingface setup and embeddings.mp4
- 3.1 Code changes in this lecture.html
- 4. Huggingface translation models.mp4
- 4.1 Code changes in this lecture.html
- 5. Huggingface image generation.mp4
- 5.1 Code changes in this lecture.html
- 6. Local model setup.mp4
- 6.1 Code changes in this lecture.html
- 6.2 Docs Transformes js.html
- 7. Local text generation and speech recognition.mp4
- 7.1 Code changes in this lecture.html
10. Ending section

1Lessons ·
- 1. Course conclussions.mp4
11. TypeScript recap

48Lessons ·
- 1. Section intro - zzz.mp4
- 2. What is TypeScript.mp4
- 3. Installation and project init.mp4
- 3.1 Code changes in this lecture.html
- 4. Compiler options.mp4
- 5. Primary JavaScript types.mp4
- 5.1 Code changes in this lecture.html
- 5.2 PrimaryTypes.ts
- 6. Type aliases.mp4
- 6.1 Code changes in this lecture.html
- 6.2 Types.ts
- 7. Functions.mp4
- 7.1 Code changes in this lecture.html
- 7.2 Functions.ts
- 8. Any and unknown.mp4
- 8.1 AnyUnknown.ts
- 9. Enums.mp4
- 9.1 Code changes in this lecture.html
- 9.2 Enums.ts
- 10.1 Code changes in this lecture.html
- 10.2 Never.ts
- 11. TypeScript classes.mp4
- 11.1 Code changes in this lecture.html
- 11.2 Project.ts
- 12. Access modifiers.mp4
- 12.1 Code changes in this lecture.html
- 13. Interfaces.mp4
- 13.1 Code changes in this lecture.html
- 13.2 Interfaces.ts
- 14. Generics.mp4
- 14.1 Code changes in this lecture.html
- 14.2 Full generics tutorial.html
- 14.3 Generics.ts
- 15. Special types.mp4
- 15.1 Code changes in this lecture.html
- 15.2 Docs utility types.html
- 15.3 Readonly.ts
- 15.4 Record.ts
- 15.5 Types exercises.html
- 15.6 UtilityTypes.ts
- 16. Async functions.mp4
- 16.1 AsyncFunctions.ts
- 16.2 Code changes in this lecture.html
- 16.3 Event loop presentation.html
- 17. Promises.mp4
- 17.1 Code changes in this lecture.html
- 17.2 Promises.ts
- 17.3 PromiseTypes.ts