Different ways to perform a Vector Search in SurrealDB

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👉 Developer Advocate Pratim Bhosale outlines the different ways to perform a vector search in SurrealDB.
SurrealDB:
🌍 SurrealDB Website: surrealdb.com/
👉 SurrealDB GitHub: github.com/sur...
🐦 SurrealDB Twitter: / surrealdb
👨‍💻 SurrealDB LinkedIn: / surrealdb
👉 SurrealDB Discord: / discord
📸 SurrealDB Instagram: / surrealdb
👚 Shop the merch: surrealdb.store/
What is SurrealDB?
SurrealDB is an end-to-end cloud-native database designed for modern applications, including web, mobile, serverless, Jamstack, backend, and traditional applications. With SurrealDB, you can simplify your database and API infrastructure, reduce development time, and build secure, performant apps quickly and cost-effectively.
👉 Get started with SurrealDB: sdb.li/getstarted
Key features of SurrealDB:
⭐ Reduces development time: SurrealDB simplifies your database and API stack by removing the need for most server-side components, allowing you to build secure, performant apps faster and cheaper.
⭐ Real-time collaborative API backend service: SurrealDB functions as both a database and an API backend service, enabling real-time collaboration.
⭐ Support for multiple querying languages: SurrealDB supports SQL querying from client devices, GraphQL, ACID transactions, WebSocket connections, structured and unstructured data, graph querying, full-text indexing, and geospatial querying.
⭐ Granular access control: SurrealDB provides row-level permissions-based access control, giving you the ability to manage data access with precision.

Опубликовано:

7 сен 2024

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Комментарии : 7

@armanradan 3 месяца назад

Surrealdb is an exciting all in one database, though it would be nice to have more ORM-like features for complex operations in client SDKs.

@SurrealDB 3 месяца назад

Hi, thanks for the comment and your suggestion. Could you please elaborate a little on what ORM-like features you are exactly looking for? We are constantly working on improving our SDKs and you could also check out Surrealist which is our official database management interface: surrealdb.com/surrealist

@armanradan 3 месяца назад

@@SurrealDB Hi, I am a C# developer and I am also practicing with Rust. At the ideal level, a whole entity framework implementation for C# would be amazing. But if not possible, it would be nice to have a similar alternative so we don't have to pass sql as string for complex queries and have better safety and overal experience. There is also features which I believe is only available in Rust SDK but not in other languages (bulk inserts for example). And yes, I use surrealist . I love it.

@mukhlimkurowo 2 месяца назад

@@SurrealDB a simple POCO mapper will be enough. no need to complicated migration etc

@SurrealDB 2 месяца назад

@@mukhlimkurowo For C# we currently have a community managed SDK. Feel free to add your input on related issues here: github.com/surrealdb/surrealdb.net/issues/61 Here for a complete ORM: github.com/surrealdb/surrealdb.net/issues/10 Thanks!

@SurrealDB 2 месяца назад

@@armanradan For C# we currently have a community managed SDK. Feel free to add your input on related issues here: github.com/surrealdb/surrealdb.net/issues/61 Here for a complete ORM: github.com/surrealdb/surrealdb.net/issues/10 Thanks!

@cklim78 23 дня назад

Thanks for sharing. From my understanding, the MTREE index capacity only support up to 65535. Is that means the embeddings table can have maximum 65,535 records, is my understanding correct? I find out that once the number of records exceed the CAPACITY, surrealdb will throw error "Unable to compute distance. The calculated result is not a valid number: NaN.". In my opinion, 65,535 is insufficient for any modern use case. Please advise for optimal solution. Thank you.