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Training pgvector - Mastering AI Vectors in PostgreSQL

Course created on July 27, 2026Updated on October 5, 2026

On quote$3,465

3 days
Onsite
10 people max.

Request a quote See the program

Ref: VHU526

10 people max.

On quote$3,465

In-company rate: on quotefrom $6,290 for the whole team

On-site and certification exam on quote

3 days

Onsite

Don't let this gap widen

Why this program matters

Without pgvector, your PostgreSQL databases handle embeddings poorly, resulting in semantic searches that run 10x slower than vector solutions.
Cloud costs explode with full-scan queries on millions of vectors, up to 40% of AI budget lost according to Gartner.
Your company misses the RAG wave, losing 25% competitiveness against agile competitors in generative AI.
Data engineers stagnate, risking forced career change.
Master pgvector right now for optimal performance and a boosted career.

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25,749 programs · 25 countries

Every program built with a dedicated engineer

Companies: Aptar, ArcelorMittal, Equans, EDF, Ubisoft and Microsoft.

Learning objectives

Master the implementation of pgvector for performant vector searches in enterprise settings
Develop optimized HNSW and IVFFlat indexes for millions of vectors
Design semantic similarity pipelines integrating pgvector with professional AI tools
Optimize vector query performance to reduce cloud costs by up to 50%
Implement advanced use cases like RAG and recommendation in certified training
Deploy pgvector in production with monitoring and scalability for Qualiopi-certified teams

Program

Module 1pgvector Fundamentals: Installation and Vector Modeling (PostgreSQL, embeddings)

Discover the advanced installation of pgvector on PostgreSQL, configure vector types to store high-dimensional embeddings, generate vectors via APIs like OpenAI, perform your first practical exercises on real datasets of 100k vectors, test cosine and L2 distance operators, produce similarity reports to validate professional skills in vector databases.

Module 2pgvector Indexing: HNSW/IVFFlat Optimization and Advanced Queries (Performance, Scalability)

Dive into creating HNSW indexes for ultra-fast searches under the millisecond, compare IVFFlat for hybrid SQL/vector cases, optimize ef_construction and m parameters for millions of vectors, practice ANN queries with metadata filtering, analyze PostgreSQL execution plans, generate comparative benchmarks, apply to enterprise cases to boost semantic search skills.

Module 3pgvector Integrations: RAG, Production, and Monitoring (AI Pipelines, Deployment)

Integrate pgvector with LangChain and LlamaIndex for advanced RAG chains, deploy in Kubernetes with automatic scaling, monitor via pg_stat_statements and Prometheus, manage batch vector updates, simulate production scenarios with 1M+ vectors, produce a final deliverable certifying project, consolidate skills for immediate professional upskilling.

Evaluation method

Daily technical quizzes on pgvector and PostgreSQL
Final project: complete RAG pipeline with pgvector
Oral interviews and certified self-assessments

Learning method

70% hands-on practice on real exercises and massive datasets
Active methods: live coding, pair programming
Real business cases using pgvector in production
Video replay support for unlimited revisions

Methods, materials and delivery

The Training pgvector - Mastering AI Vectors in PostgreSQL program is delivered onsite or remote (blended-learning, virtual classroom, remote presence). At Learni, an industry-certified training organization, every program is built to maximize skills acquisition regardless of the chosen format.

The trainer alternates between demonstrative, interrogative and active methods (through hands-on labs and/or scenarios). This pedagogical approach guarantees concrete learning that's immediately applicable at work.

Equipment required

For the smooth delivery of the Training pgvector - Mastering AI Vectors in PostgreSQL program, the following equipment is required:

Mac or PC computers, high-speed fiber internet, whiteboard or flipchart, projector or interactive touch screen (for remote sessions)
Training environments installed on workstations or accessible online
Course materials, hands-on exercises and complementary resources
Post-training access to materials and educational resources

For intra-company training on a site outside Learni, the client commits to providing all required teaching materials (computers, internet, etc.) for the smooth delivery of the program in line with the prerequisites in the communicated program.

* contact us for remote delivery feasibility** ratio varies depending on the program

Skills assessment methods

Assessment of skills acquired during the Training pgvector - Mastering AI Vectors in PostgreSQL program is performed through:

During training: case studies, hands-on labs and professional scenarios
End of training: self-assessment questionnaire and skills evaluation by the trainer
After training: completion certificate detailing acquired skills

Program accessibility

Learni is committed to making its programs accessible. All our programs are accessible to people with disabilities. Our teams are available to adapt the pedagogical methods to your specific needs. Please contact us for any adjustment request.

Enrollment terms and lead times

Registration is possible up to 48 business hours before the start of training. All our programs are built for corporate L&D budgets and delivered onsite or remotely.

The Learni story

Founded by engineers and learning experts, Learni's mission is to make high-impact tech training accessible to teams everywhere. We work remotely with organizations across the US and Canada, in your time zone, to help teams upskill fast.

Our method

Training quality, guaranteed at every step

Before, during, after: we frame the brief, introduce the trainer, tailor the content and measure impact. You stay in control from kickoff to wrap-up.

Step 1

Rigorous trainer selection

Each trainer is validated on three criteria: hands-on field expertise, proven pedagogy and alignment with your industry.

Triple validation: technical, pedagogical, sectoral.
Minimum rating 4.8/5 over the last 12 sessions.

Step 2

You meet the trainer beforehand

30-minute video call between you and the selected trainer to validate the fit, adjust content and clear any final doubts.

Live briefing on goals and team context.
Veto right — we swap the trainer for free if needed.

Step 3

Content tailored to your context

No recycled slides. The syllabus is reworked from your real cases: tools, constraints, vocabulary, ongoing projects.

Hands-on cases drawn from your stack and projects.
Program co-written then validated by your team.

Step 4

Continuous quality follow-up

Live evaluations, 30/90/180-day check-ins and a consolidation plan. If the impact misses the mark, we rework it.

NPS, knowledge quizzes and skills self-assessment.
Satisfaction guarantee: fully satisfied or free rework.

A simple promise: you don't pay to discover the trainer on day one. Everything is validated upfront, by you.

A child walking to school with a backpack

Our social commitment

A school kit donated to a child for every training booked

To fight inequalities in access to education, Learni donates a complete school kit to a child in need for every training booked. You build your skills, a child heads back to school.

Backpack, notebooks and essential supplies
Distributed through our partner charities
Included, at no extra cost to you

Enroll and offer a kit

FAQ

Frequently asked questions

Which tools are used in pgvector training?+

Hands-on work runs on postgreSQL, embeddings, performance, scalability, AI Pipelines and deployment. Those tools come from the pgvector program itself, delivered on site over 3 days, so participants practise on the stack they will use at work.

What can participants do after pgvector training?+

They can master the implementation of pgvector for performant vector searches in enterprise settings, develop optimized HNSW and IVFFlat indexes for millions of vectors and design semantic similarity pipelines integrating pgvector with professional AI tools. Those are the stated objectives of the pgvector program at Advanced level, checked by the end-of-session assessment.

What does the pgvector program cover, day by day?+

Day 1: pgvector Fundamentals: Installation and Vector Modeling (PostgreSQL, embeddings). Day 2: pgvector Indexing: HNSW/IVFFlat Optimization and Advanced Queries (Performance, Scalability). Day 3: pgvector Integrations: RAG, Production, and Monitoring (AI Pipelines, Deployment). The pgvector program runs over 3 days, delivered on site.

How is pgvector training assessed?+

Assessment relies on daily technical quizzes on pgvector and PostgreSQL, final project: complete RAG pipeline with pgvector and oral interviews and certified self-assessments. Learni issues a completion certificate together with the individual assessment report at the end of the pgvector program, which an L&D team can file as evidence.

How much does pgvector training cost per participant?+

pgvector training is priced on quote. The amount depends on headcount, format and how far the syllabus is tailored to your team. A detailed quote is sent within one business day, and team pricing covers the whole group from the second participant.pgvector training costs $3,465 per participant. For an in-company team, the flat rate starts at $6,290 for the whole group, up to 8 people. The detailed quote, sent within one business day, adjusts the amount to the format and how far the syllabus is tailored to your team.

How long does pgvector training take?+

3 days, available live online (US time zones) or on-site at your offices. Half-day tracks spread over several weeks are possible so the team stays operational.

Who pays for pgvector training?+

Most US teams pay directly through their company L&D or training budget. Learni invoices in US dollars and accepts bank transfer (ACH/wire) or card, with volume pricing for teams. A purchase order is welcome.

What do participants need to know before pgvector training?+

Advanced mastery of PostgreSQL and SQL, experience in relational databases, knowledge of machine learning and embedding generation.

Is a certificate issued after pgvector training?+

Yes. A Learni completion certificate is issued, along with the individual evaluation report. Learni is a certified training provider and prepares for third-party certifications, but does not award them itself.

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