PostgreSQL AI for Developers Training Course
This course explores the core concepts of PostgreSQL server extensions and libraries designed to incorporate artificial intelligence into database systems. Key topics include similarity and semantic search using embedding vectors, Text-to-SQL query generation, and Retrieval-Augmented Generation (RAG). Participants will learn how to install PgVector and PgAI, generate and load vector embeddings, build vector indexes, implement semantic search and RAG workflows, and develop Text-to-SQL applications using LangChain with Python or JavaScript. Practical demonstrations and hands-on exercises reinforce these fundamental concepts and technical skills.
This course is available as onsite live training in Slovakia or online live training.Course Outline
Introduction to:
- vectors
- AI vector embeddings
- popular AI embedding models
- semantic search
- distance measures
Overview of vector indexing techniques:
- IVFFlat index
- HNSW index
PgVector extension for PostgreSQL:
- installation
- storing and querying high-dimensional vectors
- distance measures
- using vector indexes
PgAI extension for PostgreSQL:
- installation
- generating embeddings
- implementing Retrieval-Augmented Generation
- advanced development patterns
Overview of Text-to-SQL solutions: LangChain framework
Course outcomes: Upon completion, students will be able to:
- design and construct components of AI-driven database applications utilizing PostgreSQL extensions and libraries.
- acquire practical experience in integrating large language models (LLMs) and vector search into real-world systems, empowering them to build solutions such as semantic search engines, AI assistants, and natural-language database interfaces.
Requirements
Prerequisites include foundational knowledge of SQL, practical experience with PostgreSQL, and basic proficiency in either Python or JavaScript.
Audience: database developers and system architects
Open Training Courses require 5+ participants.
PostgreSQL AI for Developers Training Course - Booking
PostgreSQL AI for Developers Training Course - Enquiry
PostgreSQL AI for Developers - Consultancy Enquiry
Testimonials (1)
Logging behaviour when the instance is under stress, and the hierarchy/nomenclature of instances, databases, files, etc.
Daniel Inwood - Sinara Consultants LTD
Course - PostgreSQL Advanced DBA
Upcoming Courses
Related Courses
AI for Postgres
21 HoursPostgreSQL is a sophisticated open-source relational database that can serve as a cornerstone for AI-powered systems and data intelligence applications.
This instructor-led, live training (online or onsite) is aimed at intermediate-level database professionals and developers who wish to integrate, manage, and optimize AI capabilities directly within PostgreSQL.
By the end of this training, participants will be able to:
- Set up and configure PostgreSQL extensions for AI workloads.
- Implement embeddings and similarity search using pgvector.
- Integrate open source and proprietary LLMs with PostgreSQL for real-time insights.
- Optimize PostgreSQL for handling AI-driven queries and workflows.
Format of the Course
- Interactive lecture and discussion.
- Lots of exercises and practice.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
AI for PostgreSQL: Enterprise-Grade Integration, Optimization & Governance
21 HoursPostgreSQL is a robust, open-source relational database system that can be augmented with artificial intelligence capabilities to enable enterprise data intelligence, predictive analytics, and automated processes.
This instructor-led live training, available both online and onsite, targets intermediate to advanced data engineers, DBAs, and solution architects who aim to design, implement, and govern enterprise-grade AI systems leveraging PostgreSQL.
Upon completion of this program, participants will acquire the expertise to:
- Integrate AI models and vector search functionalities directly into PostgreSQL.
- Deploy AI-optimized architectures tailored for high-volume enterprise workloads.
- Establish robust governance, auditing, and compliance measures for AI data pipelines.
- Securely utilize both open-source and proprietary AI frameworks within PostgreSQL environments.
Format of the Course
- Interactive lectures and enterprise case discussions.
- Practical exercises and real-world labs.
- Hands-on implementation in a live PostgreSQL environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
PostgreSQL Advanced - Performance Management
14 HoursThis practical course concentrates on the hands-on techniques for tuning PostgreSQL performance. Attendees will acquire skills in analyzing query execution, optimizing index strategies, configuring memory and system settings, and effectively tracking workloads. Through real-world case studies and interactive exercises, participants will learn to pinpoint and eliminate performance bottlenecks at both the database and infrastructure levels.
PostgreSQL Administration and Development
28 HoursEffectively managing and developing PostgreSQL databases demands a profound understanding of performance optimization, database replication strategies, and connection pooling techniques. This comprehensive course addresses server administration, core SQL concepts, client-side interfaces, server-side programming methodologies, and the inner workings of the database. Through practical, hands-on training, Database Administrators (DBAs) and developers will acquire the skills necessary to optimize query performance, manage backup procedures, configure monitoring systems, and establish robust, production-ready configurations for enterprise-level PostgreSQL environments.
PostgreSQL Server Administration
14 HoursPostgreSQL Essentials
14 HoursThis training is tailored for Database Administrators and Architects seeking to master PostgreSQL from the ground up.
Participants will gain comprehensive knowledge of PostgreSQL architecture, installation procedures, design principles, and techniques for performing database backups and recovery.
PostgreSQL Advanced DBA
14 HoursThis course is tailored for Database Administrators and Architects aiming to master the tools and techniques for implementing Backups, High Availability, and Database Security in PostgreSQL.
Participants will also learn how to identify slow queries, monitor database performance, and optimize PostgreSQL for maximum efficiency.
Implementing High Availability in PostgreSQL
7 HoursEnsuring PostgreSQL deployments run with zero downtime requires specialized knowledge of Streaming Replication and automated failover management. This course explores synchronous and asynchronous replication, cascaded replication, transaction log archiving, base backups, and the monitoring of streaming configurations. Participants will learn to deploy pgpool-II for connection pooling, automate high availability setups, and establish production-grade database reliability essential for critical enterprise environments supporting high-traffic business applications.
PostgreSQL Performance Tuning
14 HoursThis course is tailored for Database Administrators and Architects seeking to optimize PostgreSQL performance. Participants will learn how to capture slow query logs and identify potential bottlenecks within queries. Additionally, the curriculum addresses the critical configuration parameters essential for achieving optimal performance.
PostgreSQL Administration, Optimization and Replication
35 HoursIn this instructor-led live training held in Slovakia (onsite or remote), participants will explore the general and advanced aspects of PostgreSQL. The curriculum covers administration, performance tuning, advanced development, and replication, guided by hands-on, live-lab exercises that involve setup, configuration, testing, deployment, and troubleshooting.
By the end of this training, participants will be able to:
- Utilize advanced administration techniques to configure and manage a PostgreSQL server.
- Optimize the database and queries for peak performance.
- Replicate and scale a PostgreSQL server.
PostgresAI at Enterprise Scale: Monitoring, Cloning & AI-Driven Operations
21 HoursPostgresAI is a platform that empowers database teams to clone, test, and optimize PostgreSQL environments through AI-driven automation.
This instructor-led, live training (available online or onsite) targets advanced-level DevOps professionals and database engineers looking to implement PostgresAI at an enterprise scale for database monitoring, cloning, and AI-powered optimization.
Upon completion of this training, participants will be able to:
- Deploy and configure PostgresAI within enterprise environments.
- Integrate PostgresAI with CI/CD pipelines and PostgreSQL clusters.
- Utilize AI-driven insights for query optimization and performance tuning.
- Implement governance, auditing, and data privacy controls for cloned environments.
Format of the Course
- Interactive lecture and discussion.
- Numerous exercises and practice sessions.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
PostgreSQL for Developers
14 HoursThis program offers an in-depth look at programmatically interacting with PostgreSQL databases. Participants will acquire the essential techniques, syntaxes, and structural knowledge required to build robust applications leveraging a PostgreSQL backend. The curriculum also includes SQL Tuning, emphasizing best practices for crafting highly efficient SQL code.
The ideal audience comprises developers aiming to utilize or extend PostgreSQL capabilities, as well as database architects.
PostgreSQL Advanced: Replication and High Availability (RepMgr, PgPool-II)
14 HoursThis course offers a comprehensive exploration of replication, high availability, and cluster management within PostgreSQL. Participants will learn to construct and oversee multi-node environments, set up automated failover mechanisms, and investigate solutions for load balancing and connection pooling. The curriculum features hands-on replication labs and recovery simulations.
PostgreSQL 16 for Developers and Administrators
21 HoursThis instructor-led, live training in Slovakia (online or onsite) is designed for intermediate-level developers and administrators seeking to harness the latest features and enhancements in PostgreSQL 16.
Upon completion of this training, participants will be able to:
- Comprehend the architecture and core components of PostgreSQL 16.
- Leverage advanced SQL capabilities and PostgreSQL extensions.
- Apply security best practices and manage access controls.
- Execute database administration tasks, including backup, recovery, and monitoring.
- Enhance database performance through tuning and indexing strategies.
- Utilize PostgreSQL's native tools for high availability and replication.
- Integrate PostgreSQL with contemporary application development frameworks.
PostgreSQL for Administrators - 3 Days
21 HoursThis instructor-led, live training in Slovakia (online or onsite) is aimed at database admins and sysadmins who wish to use PostgreSQL to manage large-scale data while optimizing the database systems for high availability and performance.
By the end of this training, participants will be able to:
- Install and configure PostgreSQL.
- Understand the features and architecture of PostgreSQL.
- Learn how to perform database operations with SQL.
- Perform database backup and recovery to prevent data loss.
- Configure the server for high availability.
- Learn the tools and techniques for high performance tuning.
- Explore the external tools for monitoring and observability.