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Udemy – Generative AI for NodeJs: OpenAI, LangChain – TypeScript 2024-7

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Section 1: src13 videos

index

Model

transformers

PromptTemplates

OutputParsers

AnyUnknown

Enums

Functions

Generics

PrimaryTypes

Never

Types

TypeExtension

Section 2: Introduction3 videos

How to take this course

24mNow Playing

Tools setup

20m

Course experience

27m

Section 3: project2 videos

FlightAssistant

MovieRecommender

Section 4: chroma2 videos

Client

RelevantInfo

Section 5: emb2 videos

main

similar

Section 6: pinecone1 videos

Index

Section 7: rag4 videos

Basic

ChromaPdf

Web

Pdf

Section 8: OpenAI setup and Introduction9 videos

Sectio intro

13m

Overview of OpenAI APIs and services

19m

NodeJS setup and api key

28m

Optional TypeScript setup

10m

Understanding an API call

12m

OpenAI roles

14m

Tokens

21m

OpenAI models

14m

Other OpenAI parameters

24m

Section 9: Basic chat project6 videos

Section intro

13m

Project init

11m

Basic chat build

13m

Optional VSCode debug

16m

OpenAI token limit

33m

Context configuration

23m

Section 10: OpenAI tools (functions)5 videos

Tool call setup

12m

Tool parameters

21m

Practice flight assistant

First tool call

33m

Project solution

19m

Section 11: Other OpenAI models and APIs5 videos

Image generation intro with DALLE

Generating images

23m

Audio models intro

Editing images

30m

Whisper - translations and text to speech

24m

Section 12: others2 videos

audio

images

Section 13: Embeddings7 videos

OpenAI embeddings

20m

Embeddings presentation

22m

Saving embeddings

22m

Project recommandation sysytem

Calculating similarity

19m

Project sollution

12m

Analizing similarities

31m

Section 14: Vector databases11 videos

Vector dbs presentation

ChromaDB presentation

ChromaDb installation

Chat with your data App proposal

ChromaDB Embedding function

13m

ChromaDB Client

22m

Pinecone introduction

Pinecone indexes

17m

Chat app implementation

27m

Pinecone index operations

37m

Pinecone info app

32m

Section 15: LangChain10 videos

First LangChain application

23m

LangChain setup

21m

What is LangChain

15m

LangChain promp templates

22m

RAG app presentation

Basic RAG appication

24m

LangChain output parsers

30m

LangChain Web Loader

39m

LangChain PDF Loader

25m

LangChain and ChromaDB

22m

Section 16: Escape from OpenAI - other AI models6 videos

What is Huggingface

14m

Huggingface image generation

11m

Huggingface setup and embeddings

26m

Huggingface translation models

24m

Local model setup

17m

Local text generation and speech recognition

30m

Section 17: TypeScript recap31 videos

What is TypeScript

Installation and project init

18m

PrimaryTypes

Compiler options

19m

Primary JavaScript types

Types

Type aliases

17m

Functions

14m

AnyUnknown

Enums

Any and unknown

17m

Never

Enums

18m

Never

12m

Project

Interfaces

TypeScript classes

13m

Access modifiers

20m

Interfaces

27m

Generics

23m

Record

Readonly

UtilityTypes

AsyncFunctions

Async functions

22m

Promises

Special types

30m

Promises

33m

PromiseTypes

Section 18: Ending section1 videos

Course conclussions

19m

Section 19: async3 videos

Promises

PromiseTypes

AsyncFunctions

Section 20: classes2 videos

Interfaces

Project

Section 21: special3 videos

Readonly

Record

UtilityTypes

About this Lecture

Section: Introduction • Size: 51.82 MB • Duration: 24m

Course Summary

Generative AI for NodeJs: OpenAI, LangChain – TypeScript is a training course on the use of artificial intelligence for Node.js, published by Udemy Online Academy. In this comprehensive training course, you will learn how to integrate your Node.js applications with artificial intelligence and be able to use the full potential of artificial intelligence in your Node.js applications. This course is designed for developers who are proficient in Node.js and want to explore the exciting realm of AI-based solutions. This training course deals with different artificial intelligence concepts, algorithms and frameworks and focuses on their practical implementation in Node.js environments.In this course, you will learn about topics such as an introduction to artificial intelligence and its applications in Node.js, setting up OpenAI for basic applications, understanding models, tokens and roles, OpenAI request parameters, setting up ChromaDB, building a client. You will learn about ChromaDB with NodeJS, Generative AI with Pinecone, LangChain request patterns, Generative AI with LangChain and more. Whether you’re an experienced Node.js developer looking to expand your skill set or a newcomer interested in harnessing the power of AI for Node.js, this course offers an exciting journey into the intersection of AI and modern web development. Gives. After completing this course, you will be able to use the full potential of artificial intelligence in your Node.js applications.

Course Content

0 / 128 completed

Section 1: src13 videos

index

Model

transformers

PromptTemplates

OutputParsers

AnyUnknown

Enums

Functions

Generics

PrimaryTypes

Never

Types

TypeExtension

Section 2: Introduction3 videos

How to take this course

24mNow Playing

Tools setup

20m

Course experience

27m

Section 3: project2 videos

FlightAssistant

MovieRecommender

Section 4: chroma2 videos

Client

RelevantInfo

Section 5: emb2 videos

main

similar

Section 6: pinecone1 videos

Index

Section 7: rag4 videos

Basic

ChromaPdf

Web

Pdf

Section 8: OpenAI setup and Introduction9 videos

Sectio intro

13m

Overview of OpenAI APIs and services

19m

NodeJS setup and api key

28m

Optional TypeScript setup

10m

Understanding an API call

12m

OpenAI roles

14m

Tokens

21m

OpenAI models

14m

Other OpenAI parameters

24m

Section 9: Basic chat project6 videos

Section intro

13m

Project init

11m

Basic chat build

13m

Optional VSCode debug

16m

OpenAI token limit

33m

Context configuration

23m

Section 10: OpenAI tools (functions)5 videos

Tool call setup

12m

Tool parameters

21m

Practice flight assistant

First tool call

33m

Project solution

19m

Section 11: Other OpenAI models and APIs5 videos

Image generation intro with DALLE

Generating images

23m

Audio models intro

Editing images

30m

Whisper - translations and text to speech

24m

Section 12: others2 videos

audio

images

Section 13: Embeddings7 videos

OpenAI embeddings

20m

Embeddings presentation

22m

Saving embeddings

22m

Project recommandation sysytem

Calculating similarity

19m

Project sollution

12m

Analizing similarities

31m

Section 14: Vector databases11 videos

Vector dbs presentation

ChromaDB presentation

ChromaDb installation

Chat with your data App proposal

ChromaDB Embedding function

13m

ChromaDB Client

22m

Pinecone introduction

Pinecone indexes

17m

Chat app implementation

27m

Pinecone index operations

37m

Pinecone info app

32m

Section 15: LangChain10 videos

First LangChain application

23m

LangChain setup

21m

What is LangChain

15m

LangChain promp templates

22m

RAG app presentation

Basic RAG appication

24m

LangChain output parsers

30m

LangChain Web Loader

39m

LangChain PDF Loader

25m

LangChain and ChromaDB

22m

Section 16: Escape from OpenAI - other AI models6 videos

What is Huggingface

14m

Huggingface image generation

11m

Huggingface setup and embeddings

26m

Huggingface translation models

24m

Local model setup

17m

Local text generation and speech recognition

30m

Section 17: TypeScript recap31 videos

What is TypeScript

Installation and project init

18m

PrimaryTypes

Compiler options

19m

Primary JavaScript types

Types

Type aliases

17m

Functions

14m

AnyUnknown

Enums

Any and unknown

17m

Never

Enums

18m

Never

12m

Project

Interfaces

TypeScript classes

13m

Access modifiers

20m

Interfaces

27m

Generics

23m

Record

Readonly

UtilityTypes

AsyncFunctions

Async functions

22m

Promises

Special types

30m

Promises

33m

PromiseTypes

Section 18: Ending section1 videos

Course conclussions

19m

Section 19: async3 videos

Promises

PromiseTypes

AsyncFunctions

Section 20: classes2 videos

Interfaces

Project

Section 21: special3 videos

Readonly

Record

UtilityTypes