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Build AI Applications with LangChainGo

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1.Introduction

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

2.Getting Started with Foundation Models

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

3.Vector Databases

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

4.PostgreSQL as a Vector Database

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

5.Pinecone Vector Database

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

6.Redis as a Vector Database

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

7.LangChain Framework Components

Introduction to LangChain LLM and Embedding Model Components of langchaingo Document Loaders Chain Component Quiz: LangChain Framework Components

8.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

9.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

10.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.

We'll cover the following...

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