Vector Database

Unlimited, private, low latency vector database with automatic embeddings generation. Just send the data, Orama will turn it into vectors for your - no configuration required.

Get Started

Vector Database

Unlimited, private, low latency vector database with automatic embeddings generation. Just send the data, Orama will turn it into vectors for your - no configuration required.

Get Started

Vector Database

Unlimited, private, low latency vector database with automatic embeddings generation. Just send the data, Orama will turn it into vectors for your - no configuration required.

Get Started

Automatic Embeddings Generation

Orama uses a patented solution (US20250322019A1) to automatically convert any JSON document into highly optimized text embeddings. No need to worry about chunking, combining fields, or selecting embedding models. Orama handles everything for you - and you can take manual control later if you need it.

Automatic Embeddings Generation

Orama uses a patented solution (US20250322019A1) to automatically convert any JSON document into highly optimized text embeddings. No need to worry about chunking, combining fields, or selecting embedding models. Orama handles everything for you - and you can take manual control later if you need it.

Automatic Embeddings Generation

Orama uses a patented solution (US20250322019A1) to automatically convert any JSON document into highly optimized text embeddings. No need to worry about chunking, combining fields, or selecting embedding models. Orama handles everything for you - and you can take manual control later if you need it.

Hybrid Search

Sometimes vector search alone is not enough. And neither full-text search is. Orama can search both full-text and vector indexes at once, merging later the results into one unique, paginated list. Results filtering and boosting are not impacted - they just work as expected.

Hybrid Search

Sometimes vector search alone is not enough. And neither full-text search is. Orama can search both full-text and vector indexes at once, merging later the results into one unique, paginated list. Results filtering and boosting are not impacted - they just work as expected.

Hybrid Search

Sometimes vector search alone is not enough. And neither full-text search is. Orama can search both full-text and vector indexes at once, merging later the results into one unique, paginated list. Results filtering and boosting are not impacted - they just work as expected.

Advanced Filtering

Apply advanced filters to your vector search results. Filter by distance from a specific geopoint, by price, apply “where” clauses, and much more. All the filters you can apply to full-text search will also apply to vector searches.

Advanced Filtering

Apply advanced filters to your vector search results. Filter by distance from a specific geopoint, by price, apply “where” clauses, and much more. All the filters you can apply to full-text search will also apply to vector searches.

Advanced Filtering

Apply advanced filters to your vector search results. Filter by distance from a specific geopoint, by price, apply “where” clauses, and much more. All the filters you can apply to full-text search will also apply to vector searches.

The Easiest APIs Ever

Orama was built from the ground-up with the developer experience in mind. Vector search should only require one search parameter: the string to search for. That’s it. Everything else is optional.

The Easiest APIs Ever

Orama was built from the ground-up with the developer experience in mind. Vector search should only require one search parameter: the string to search for. That’s it. Everything else is optional.

The Easiest APIs Ever

Orama was built from the ground-up with the developer experience in mind. Vector search should only require one search parameter: the string to search for. That’s it. Everything else is optional.

Search Features

To guarantee the fastest possible interaction time, Orama uses exclusively offline embedding models. No data is shared with external embeddings providers, no network latency is created. Get vector search results in a matter of milliseconds.

E5

E5

E5

BERT

BERT

BERT

BGE

BGE

BGE

Jina

Jina

Jina

The Best in Class Developer Experience

All vector databases are great, but they require deep knowledge of many complex topics to get to the best possible solution to solve your very specific problem.
Orama takes a different approach: just insert the data. Orama will optimize for you.

Federated, ACL-Controlled Search

Big companies knows that. Not all the data typically lives into one single database. Not all the data is accessible to all the users with access to a specific Data Lake.

Keep this separation of concerns alive by indexing your data into different Orama indexes or even nodes. Send a JWT with your search request, and Orama will aggregate the search results from all the indexes and/or nodes that this specific JWT grants access to.