Training pgvector 2026 - Mastering Vector Search in PostgreSQL

On quote$2,310

  • 2 days
  • Onsite
  • 10 people max.
Ref: JGY489
10 people max.
On quote$2,310
In-company rate: on quotefrom $4,190 for the whole team
On-site and certification exam on quote
2 days
Onsite

Don't let this gap widen

Why this program matters

  • Without pgvector 2026, your PostgreSQL databases remain limited to classic tabular data, unable to handle vector embeddings exploding in AI: 80% of RAG projects fail due to lack of native semantic search, driving 30% higher costs in unnecessary cloud infrastructure.

  • Companies lose 2,5 millions d'euros annually in missed opportunities, as competitors already leverage pgvector for scalable personalized recommendations.

  • Your data engineers risk obsolescence, with 65% of ML positions requiring vector DB by 2025.

  • Master pgvector now to turn your data into a decisive competitive advantage.

Allan BUSI, Learni trainer · AI expert
Allan BUSI

Learni trainer · AI expert

73%productivity gap
×3cost of inaction
Flag of the United StatesBuilt for US teams
Payment by wire transferEnhanced confidentialityPerfect for companies with 50 to 500 employeesScheduling to fit any time zone

Trusted by — schools, companies and industrial groups

25,750 programs · 25 countries

  • Aptar
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  • Equans
  • EDF
  • Ubisoft
  • Microsoft

Every program built with a dedicated engineer

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

Learning objectives

  • Master the installation and configuration of pgvector 2026
  • Develop skills in generating and storing vector embeddings
  • Implement HNSW and IVFFlat indexes for fast enterprise searches
  • Design vector queries for certified RAG applications
  • Optimize pgvector 2026 performance in MLOps pipelines
  • Integrate pgvector with TensorFlow and PyTorch for professional projects
  • Deploy scalable vector solutions in production

Program

Module 1pgvector 2026 Fundamentals: Installation and Vector Embeddings (PostgreSQL, TensorFlow)

Discover the installation of pgvector 2026 on PostgreSQL through guided practical exercises, configure extensions to store high-dimensional vectors, generate embeddings with TensorFlow on real datasets such as images or text, test cosine and L2 similarity operations live, create your first IVFFlat indexes to accelerate searches, and validate configurations with optimized SQL queries, while analyzing performance logs for immediate professional implementation.

Module 2pgvector 2026 Applications: Semantic Search and MLOps (PyTorch, Production Pipelines)

Dive into HNSW indexes for ultra-fast ANN searches with pgvector 2026, integrate PyTorch to fine-tune embedding models on concrete enterprise cases, implement complete RAG workflows linking LLMs and vector databases, optimize performance via monitoring and horizontal scaling, deploy secure REST APIs to query vectors in real-time, simulate MLOps scenarios with CI/CD, and produce a final deliverable: a functional pgvector database connected to your favorite ML tools.

Evaluation method

  • Interactive quizzes at the end of each day on pgvector concepts
  • Practical project: implement a vector search engine
  • Qualiopi certificate issued upon validation of skills

Learning method

  • 100% hands-on with exercises on real data
  • Live demos of pgvector 2026 integrated with TensorFlow and PyTorch
  • Enterprise use cases for immediate MLOps application
  • Personalized instructional support in small groups

Methods, materials and delivery

The Training pgvector 2026 - Mastering Vector Search 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 2026 - Mastering Vector Search 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 2026 - Mastering Vector Search 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.

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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 2026 training?+
Hands-on work runs on postgreSQL, tensorFlow, pyTorch and production Pipelines. Those tools come from the pgvector 2026 program itself, delivered on site over 2 days, so participants practise on the stack they will use at work.
What can participants do after pgvector 2026 training?+
They can master the installation and configuration of pgvector 2026, develop skills in generating and storing vector embeddings and implement HNSW and IVFFlat indexes for fast enterprise searches. Those are the stated objectives of the pgvector 2026 program at Beginner level, checked by the end-of-session assessment.
What does the pgvector 2026 program cover, day by day?+
Day 1: pgvector 2026 Fundamentals: Installation and Vector Embeddings (PostgreSQL, TensorFlow). Day 2: pgvector 2026 Applications: Semantic Search and MLOps (PyTorch, Production Pipelines). The pgvector 2026 program runs over 2 days, delivered on site.
How is pgvector 2026 training assessed?+
Assessment relies on interactive quizzes at the end of each day on pgvector concepts, practical project: implement a vector search engine and qualiopi certificate issued upon validation of skills. Learni issues a completion certificate together with the individual assessment report at the end of the pgvector 2026 program, which an L&D team can file as evidence.
How much does pgvector 2026 training cost per participant?+
pgvector 2026 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 2026 training costs $2,310 per participant. For an in-company team, the flat rate starts at $4,190 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 2026 training take?+
2 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 2026 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 2026 training?+
SQL basics, Python knowledge, and familiarity with PostgreSQL.
Is a certificate issued after pgvector 2026 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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