Marqo
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About
Marqo is an AI-powered search platform that optimizes search conversion using click-stream, purchase, and event data, creating a personalized experience. It offers solutions for ecommerce search, multimodal search, recommendations, retrieval augmented generation, and classification. Marqo's platform trains custom LLMs for brands, enabling personalized search engine models and improving search relevance. It supports text and image search, allowing users to search with images and customize search based on user behavior.
Platform
Task
Features
• multimodal search
• recommendations
• retrieval augmented generation
• classification
• personalized ai search
• automated tag and collection generation
• brand-specific models
• click-stream and purchase data optimization
FAQs
What is vector search?
Vector search allows you to search documents, images and other data by converting items into a collection of vectors. This collection of vectors summarises the data in semantic form and allows us not only to match documents against queries through analysis of the semantic content, but also to understand where and how the document matched the query. With Marqo, inference to create the vectors is included.
What is the best setup for my application?
The number of instances you will need depends on a number of factors. The number of documents, the size of the documents and the type of data (image vs text). When dealing with low search volumes that primarily involve text or when low latency is not crucial, using CPU inference nodes can be a cost-effective solution. On the other hand, GPU inference nodes provide a significant performance boost when indexing and searching with images and are recommended for indexing large datasets and processing high volume, low latency searches. For multimodal models marqo.CPU.large is recommended as a minimum. The estimates for storage capacity provided in our calculator assume your are using a model that produces 768 dim. vectors.
Do I have to change my code to move from open-source to cloud?
The only changes you need to make are to update your URL and API key when accessing Marqo.
How does billing work?
Cloud pricing billed at the end of the month for total inference and shard hours used. Usage is rounded up to 15-minute increments. Enterprise pricing also includes a per session component for model training.
Pricing Plans
Cloud
$499.00 / per month• Fully managed
• End-to-end vector creation and storage
• Horizontally scalable
• Model Customization
• CPU instances and GPU instances
• Scale at the click of a button
• Access control
• High availability
• Low latency
Enterprise
Unknown Price• All of the features of Marqo Cloud
• Embedding model training and data ingestion
• AB Testing Tooling
• Merchandising
• User Interaction Metrics Tracking
• Enhanced Enterprise SLA
• Automated Search Evaluation
• Access to ML scientists
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
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