pgvector Courses and Certifications

Storing and Managing Embeddings in PostgreSQL with pgvector

Master pgvector for embedding storage and similarity search in PostgreSQL, from setup through practical nearest neighbor queries using various distance metrics.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Advanced Querying with pgvector

Master advanced pgvector techniques combining filtering, full-text search, distance thresholds, and hybrid methods for sophisticated vector search queries.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Indexing, Optimization and Scaling pgvector

Master pgvector performance through indexing strategies, query optimization, and database monitoring techniques for efficient vector search at scale.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Microcredential

Building a Vector Search Engine with Pgvector

Master vector search fundamentals and build scalable semantic search systems using pgvector, from text embeddings to advanced querying and optimization techniques.

• CodeSignal
• 6 hours
• On-Demand
• Free Certificate
• 4 courses

Learn RAG

Learn how to improve the accuracy and reliability of LLM-based apps by implementing Retrieval-augmented Generation (RAG) using embeddings and a vector database.

• Scrimba
• 1 hour 34 minutes
• On-Demand
• Free Online Course

CMU Database Group

pgvector - Stylish Hierarchical Navigable Small World Indexes

Explore efficient vector similarity search using pgvector's Hierarchical Navigable Small World indexes for PostgreSQL databases.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

EuroPython Conference

Using pgvector and PostgreSQL to Find Pictures at a Party

Explore using pgvector and PostgreSQL to automate finding photos of yourself at events. Learn to extract faces, calculate embeddings, and query image data efficiently.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Venelin Valkov

Embeddings and Vector Databases for Fast RAG - 100% Local with Ollama, Supabase, PostgreSQL and pgvector

Master semantic search for RAG systems using local embeddings, PostgreSQL, and pgvector to overcome keyword search limitations and build production-grade vector storage.

• YouTube
• 13 minutes
• On-Demand
• Free Video

LangChain on Azure - Building Scalable LLM Applications

106 ratings at Udemy

Navigating the Azure Landscape: A Pathway from Basic AI Applications to Scalable Microservices

• Udemy
• 3 hours 8 minutes
• On-Demand
• Paid Course

Configuring Vector Search in Cloud SQL for PostgreSQL

Learn the fundamentals of configuring vector search in Cloud SQL for PostgreSQL through this hands-on lab in the Google Cloud console.

• Coursera
• 1 hour
• On-Demand
• Paid Course

Develop AI solutions with Azure Database for PostgreSQL

Master Azure Database for PostgreSQL for AI applications, covering schema design, vector search with pgvector, performance optimization, and Python integration for RAG pipelines.

• Microsoft Learn
• 4 hours 54 minutes
• On-Demand
• Free Online Course

AI Engineer

Supabase Vector - The Postgres Vector Database

Discover how pgvector transforms Postgres into a powerful vector database for AI applications, exploring use cases and the future of embeddings in database technology.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Tech Field Day

Deploying Generative AI Applications with Cloud Run and LangChain on Google Cloud

Master deploying Generative AI applications on Cloud Run, integrating LangChain with Cloud SQL's pgvector and Vertex Endpoints to build scalable, cost-effective AI solutions on Google Cloud.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Visual Studio Code

Building a RAG Application with GitHub Models and Postgres from Scratch

Learn to build a Retrieval Augmented Generation (RAG) application from scratch using GitHub Models and PostgreSQL, enhancing AI model capabilities for smarter applications.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Google Cloud Tech

Building Generative AI Apps on Google Cloud with LangChain

Combine LangChain, Cloud Run, Cloud SQL's pgvector, and Vertex Endpoints to create and deploy production-ready generative AI applications on Google Cloud.

• YouTube
• 42 minutes
• On-Demand
• Free Video