Basic Package
Embed 1 catalog
$359USD / one-time
3-day delivery2 revisions
- Embed 1 catalog (up to 10,000 items) into Pinecone or Weaviate, search demo
Omeiro Data Analytics
Vector Database Implementation Services
Packages & Pricing.
Fixed-price vector database implementation services with clear deliverables. Vectorizing customer and product catalogs. Pinecone and Weaviate embeddings enabling semantic product search, cross-sell recommendations, and personalized clustering. From $359.
Clear Delivery Times
Revisions Included
Packages
Choose your Vector Embedding Pipelines package
Vectorizing customer and product catalogs. Pinecone and Weaviate embeddings enabling semantic product search, cross-sell recommendations, and personalized clustering.
Standard Package
100,000 items, semantic search API, similar-prod
$789USD / one-time
6-day delivery2 revisions
- 100,000 items, semantic search API, similar-product recommendations
- docs
Premium Package
Auto re-indexing pipeline, customer clustering,
$1,599USD / one-time
10-day delivery2 revisions
- Auto re-indexing pipeline, customer clustering, relevance tuning
- 30 days support
Vector database implementation services for semantic product search
Vector database implementation services convert your product or customer catalogue into embeddings so search understands meaning, not just keywords. Omeiro loads catalogues into Pinecone or Weaviate and builds semantic search, similar-product recommendations and customer clusters.
A shopper typing a loose description can still find the right item.
Vector database implementation: preparing your catalog
Vector database implementation starts with deciding what you are embedding and why. Product titles and descriptions suit semantic search, while support articles suit question answering. Share a catalog export with IDs, text fields and any attributes used for filtering, such as category or price. Tell us how often the data changes, since a catalog that updates hourly needs a different indexing plan than one updated monthly.
A common mistake is embedding messy text, such as titles stuffed with keywords, and then blaming the database for poor results. Vector database implementation here cleans the text, picks an embedding model suited to your language and domain, and tests search with real queries. Metadata filters let shoppers narrow by size or price. Results are evaluated, not just demoed, and relevance tuning is included on the top tier.
Catalogue owners with weak search or recommendations
- Retailers whose search fails on descriptive queries.
- Developers needing pinecone consulting for a first index.
- Teams exploring weaviate development for recommendations.
- Marketers wanting product catalog embeddings to power cross-sell.
What each vector package includes
- Basic: one catalogue of up to 10,000 items embedded into Pinecone or Weaviate, with a search demo.
- Standard: 100,000 items with a semantic search API.
- Standard also builds similar-product recommendations and includes documentation.
- Premium: an automatic re-indexing pipeline.
- Premium adds customer clustering, relevance tuning and 30 days of support.
How embeddings reach your search box
1
Prepare the catalogue
Titles, descriptions and attributes are cleaned.
2
Embed and index
Items are converted to vectors and stored.
3
Expose search
A demo or API returns the nearest matches.
4
Tune relevance
Results are checked and adjusted on higher tiers.
Why Omeiro for vector search
Price shown
Packages cost $359, $789 or $1,599, one-time.
Item limits listed
Delivery takes 3, 6 or 10 days.
AI data neighbours
RAG analytics and ecommerce search analytics are in the Data Analytics division.
FAQ
Vector Database Implementation Services: common questions
Vector Database Implementation Services pricing: how much does it cost?
Fixed packages: Basic $359, Standard $789, Premium $1,599. You see the full price before you order, and you can also ask for a custom quote.
How long does Pinecone consulting take?
Delivery depends on the package: Basic 3-day delivery; Standard 6-day delivery; Premium 10-day delivery.
What is included in the Basic Package?
The Basic Package includes: Embed 1 catalog (up to 10,000 items) into Pinecone or Weaviate, search demo. Higher packages add more scope, revisions and support.
Can I get a custom weaviate development package?
Yes. If none of the packages fits, use the custom package form on this page to describe what you need, and our team sends you a fixed price.
Pinecone or Weaviate?
Pinecone is fully managed, while Weaviate offers open-source flexibility. Basic supports either.
What is semantic search?
Search that matches meaning, so related items appear even without the same words.
Does the index stay current?
Premium includes an automatic re-indexing pipeline.
Will it replace my existing search?
It can sit alongside it. We discuss integration when you order.
What is an embedding?
An embedding is a list of numbers that represents the meaning of a piece of text or an image. Items with similar meaning end up close together, which is what makes semantic search possible.
Can vector search work alongside keyword search?
Yes, many systems combine both, using keywords for exact terms like model numbers and vectors for meaning. The mix often performs better than either alone.
Custom Package
Didn't find what you're looking for?
Need a different number of concepts, a full brand kit, a faster deadline or something else? Tell us what you need and we'll put together a custom package for you, usually within 24 hours.
Cross-Division Brand Acceleration
Beyond Data Analytics: Deploy Your Complete
Brand & Technology Ecosystem.
Vector Database Implementation Services is one part of the picture. Omeiro also builds fast websites, UI/UX systems, branding, video and technical SEO, so every channel works together.
Website Design & Dev
Custom, ultra-fast websites built on Tailwind and modern web standards. Built for high conversion, clean architecture, and fast load times.
Next.js • Tailwind • Custom
Explore Web Dev
UI/UX Design Systems
Interactive Figma wireframes, mobile app UI, typography palettes, and user journey prototypes for complete digital design systems.
Design Systems • Mobile • SaaS
Explore UI/UX
Graphic Design & Print
Luxury commercial print, gold-foiled business cards, merchandise, corporate letterheads, and retail packaging suites.
Stationery • Packaging • Merch
Explore Print Hub
Video & Motion Stings
Hollywood-grade animated stings, YouTube video openers, TikTok reels, and broadcast commercial bumpers.
3D Motion • Reels • 4K Stings
Explore Motion
SEO & Search Authority
Compete for page-one rankings with schema markup, site speed tuning, high-authority backlink architecture, and keyword clustering.
Technical SEO • Schemas • Maps
Explore SEO
Digital Marketing & Ads
Scalable ad funnels across Google Search, Meta CAPI, LinkedIn B2B, and TikTok Ads designed for positive ROAS.
Google Ads • Meta CAPI • B2B
Explore Digital Ads
Direct Routing Hub
All Services Directory
Jump Directly To Any of Our 10 Divisions
Industry Solution Matrix
Data Analytics Solutions For
8 Industry Verticals.
Every market sector has unique trust markers, visual standards, and buyer expectations. Explore our specialized solutions.
Healthcare
Secure patient web portals, clinic branding & local patient SEO.
Legal & Law Firms
High-authority law practice identities, case lead funnels & reputation.
Engineering & B2B
Technical product specs, industrial vector schematics & B2B bids.
Startups & Scaleups
Investor decks, MVP web platforms, brand voice & rapid iteration.
Real Estate
Architectural crests, yard signs, luxury brochures & MLS listing integrations.
Home Services
High-contrast vehicle fleet wraps, uniforms & local Google LSA pins.
Restaurants
Artisanal badges, neon signage, menus, packaging & online ordering.
E-Commerce
Custom Shopify stores, unboxing suites, Meta CAPI & product 3D.
Full-Ecosystem Execution
Deploying Full-Stack Scalable Ecosystems Across Every Modern Business Vertical.
Speak directly with our Creative & Engineering Directors. Selected work is featured in our master portfolio.