PostgreSQL AI: Introduction to semantic search Training Course

Achieve mastery in AI integration with PostgreSQL through this instructor-led live training in Serbia. Acquire the skills to configure extensions, deploy pgvector embeddings, and link LLMs for instant insights. Enhance query performance and construct intelligent systems within a hands-on live-lab setting.

This 21-hour instructor-led training in Serbia enables data engineers and DBAs to embed AI models into PostgreSQL. Learners will master the deployment of optimized architectures, the implementation of vector search, and the enforcement of strict governance, thereby ensuring secure and high-performance enterprise-grade AI solutions.

This course explores the foundational aspects of PostgreSQL server extensions and libraries designed to integrate artificial intelligence techniques into database systems. Key topics include similarity and semantic search utilizing embedding vectors, Text-to-SQL query processing, and Retrieval-Augmented Generation (RAG). Participants will acquire skills in installing PgVector and PgAI, generating and loading vector embeddings, constructing vector indexes, implementing semantic search and RAG workflows, and building Text-to-SQL applications using LangChain with Python or JavaScript. Through live demonstrations and hands-on exercises, the course reinforces both core theoretical concepts and practical implementation skills.

This hands-on course is designed to master the practical dimensions of performance tuning in PostgreSQL. Learners will acquire the skills to dissect query execution, refine indexing strategies, fine-tune memory and system configurations, and oversee workloads with precision. Through real-world scenarios and live practical exercises, participants will explore methodologies for detecting and eliminating bottlenecks across both database and system layers.

This program equips learners with the fundamental skills necessary for the effective deployment, setup, and oversight of PostgreSQL database environments. Trainees will explore the administration of user security, the execution of backup and restoration procedures, log management, and the adjustment of core parameters. By engaging in hands-on activities, students will carry out authentic administrative duties and build a strong foundation for more complex concepts such as performance optimization and replication.

In this instructor-led, live training session Serbia (onsite or remote), participants will gain insight into the general and advanced aspects of PostgreSQL, including administration, performance tuning, advanced development, and replication. Learning is facilitated through a series of hands-on, live-lab exercises that cover setup, configuration, testing, deployment, and troubleshooting.

By the conclusion of this training, participants will be able to:

• Use advanced administration techniques to configure and manage a PostgreSQL server.
• Optimize the database and queries for maximum performance.
• Replicate and scale a PostgreSQL server.

This live, instructor-led training in Serbia is designed to equip advanced DevOps professionals and database engineers with the skills to implement PostgresAI at an enterprise scale. Through hands-on exercises in a live-lab environment, participants will gain proficiency in database cloning, AI-driven query optimization, and comprehensive monitoring.

This module delivers an in-depth look at replication, high availability, and cluster management in PostgreSQL. It guides learners through constructing multi-node environments, automating failover procedures, and implementing load balancing and connection pooling. The training includes hands-on sessions for live replication and recovery drills.

This instructor-led, live training in Serbia (online or onsite) targets intermediate-level developers and administrators aiming to leverage the latest features and improvements in PostgreSQL 16.

Upon completion, participants will be able to:

• Grasp the architecture and core components of PostgreSQL 16.
• Leverage advanced SQL capabilities and PostgreSQL extensions.
• Apply security best practices and configure access controls.
• Execute essential database administration tasks, such as 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.

This instructor-led, live training in Serbia (online or on-site) is designed for database and system administrators who aim to utilize PostgreSQL for managing large-scale data, while optimizing database systems for high availability and performance.

By the end of this training, participants will be able to:

• Install and configure PostgreSQL.
• Comprehend the features and architectural framework of PostgreSQL.
• Execute database operations using SQL.
• Implement database backup and recovery procedures to mitigate data loss risks.
• Configure the server to ensure high availability.
• Apply tools and techniques for advanced performance tuning.
• Utilize external tools for monitoring and observability.