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: Using Vector Stores with LangChain

Test your understanding of how to use vector stores with langchaingo.

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