pgvector Courses and Certifications

Career Certificate

Building a Vector Search Engine with Pgvector

Build scalable semantic search engines by generating embeddings and implementing vector storage, querying, indexing, and optimization with pgvector.

• CodeSignal
• 6 hours
• Self-Paced
• Free Certificate
• 4 courses

Storing and Managing Embeddings in PostgreSQL with pgvector

Store embeddings in PostgreSQL with pgvector and compare products using cosine, inner-product, and L1 similarity queries.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Advanced Querying with pgvector

Build advanced pgvector queries by combining filters, full-text search, distance inspection, ranking, and cosine similarity scoring.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Indexing, Optimization and Scaling pgvector

Optimize and scale pgvector queries through indexing, performance monitoring, and tuning IVFFlat and HNSW search parameters.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Develop AI solutions with Azure Database for PostgreSQL

Build AI applications on Azure Database for PostgreSQL with pgvector, from schemas and SQL to optimized vector search and RAG retrieval.

• Microsoft Learn
• 4 hours 54 minutes
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video

LearnKartS

AI Memory Systems: Production RAG Pipelines with n8n

Build production RAG pipelines with n8n: ingest PDFs, store OpenAI embeddings in Supabase with pgvector, query with GPT-4o mini, and extend to images via Gemini Vision.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course

LearnKartS

Advanced Agentic AI: Production Data Architecture

Build an end-to-end production RAG pipeline: store embeddings in pgVector with PostgreSQL, run similarity search, expose it as an MCP tool, and design MongoDB schemas with Mongoose.

• Coursera
• 2 weeks, 4 hours a week
• Self-Paced
• Paid Course

Hands-On RAG with LangChain: Build Real-World Projects

192 ratings at Udemy

Master Reranking, Vector Indexes, Caching, Ragas Evals & Metadata Filters for Production-Ready RAG

• Udemy
• 3 hours
• Self-Paced
• Paid Course

Build AI Apps with Azure Database for PostgreSQL

Build AI applications directly in Azure Database for PostgreSQL, from semantic search and RAG to agents and language analysis.

• Microsoft Learn
• 6 hours 50 minutes
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video