AI Features

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All LessonsFree Lessons (3)

Introduction

About This Course Introduction to Generative AI and Large Language Models Introduction to Prompt Engineering Quiz: Introduction

Getting Started with Foundation Models

OpenAI Cohere Hugging Face Gemini AI Stability AI Quiz: Getting Started with Foundation Models

Vector Databases

Introduction to Vector Databases and Embeddings Introduction to Vector Search Quiz: Vector Databases

PostgreSQL as a Vector Database

Introduction to pgvector Extension in PostgreSQL Hands-On Application: Movie Recommendation Service Quiz: PostgreSQL as a Vector Database

Pinecone Vector Database

Introduction to Pinecone Hands-On Application: Movie Recommendation Service Quiz: Pinecone Vector Database

Redis as a Vector Database

Introduction to Vector Search in Redis Hands-On Application: Movie Recommendation Service Quiz: Redis as a Vector Database

LangChain Framework Components

Introduction to LangChain

LLM and Embedding Model Components of langchaingo

Document Loaders

Chain Component

Quiz: LangChain Framework Components

Using Vector Stores with LangChain

Vector Store and Retriever Components Using PostgreSQL as a Vector Store with LangChain Using Pinecone as a Vector Store with LangChain Quiz: Using Vector Stores with LangChain

Build with LangChain

Build Chat Applications Understanding Retrieval-Augmented Generation (RAG)Build an Application to Chat with Documents Using RAG Build a Document Loader for Minio Object Store Quiz: Build with LangChain

Wrap Up

Mini Project

Final Project

Build AI Applications with LangChainGo

Quiz: LangChain Framework Components

Test your understanding of LangChain framework components.

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LangChain Framework Components

1

Which langchaingo component can be used to retrieve data from various types of documents such as HTML?

A)

Embedding model

B)

Large language model (LLM)

C)

Retriever

D)

Document loader

Question 1 of 50 attempted

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