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there is no support for contains. We are

there is no support for contains. We are planning add support for the following operations: - greater than - greater than or equal - less than - less than or equal...

Hi all! I have a beginner question. I am

Hi all! I have a beginner question. I am trying to use Vectorize with my NextJS Cloudflare Pages website. In this tutorial https://developers.cloudflare.com/workers-ai/tutorials/build-a-retrieval-augmented-generation-ai/ they say to use npx wrangler dev --remote to run locally and iterate. When I run that, I see: ```...

Sure, here are a couple of the examples

Sure, here are a couple of the examples, in priority order. 1. I have a few different use cases for putting dates (number format, seconds of ms is normal) on the vectors as a way to only bring back candidates after (>=) X and before (<) Y. Basically, Temporal limitations. 2. I have a list of arbitrary attributes, call it categorical information. Filter vectors where X is in that list. Or filter vectors where X is not in that list....

Is the billing page broken? I clicked

Is the billing page broken? I clicked view next to monthly usage on the Vectorize dashboard and I get an oops page šŸ˜…

With terminology, are Vectorize indexes

With terminology, are Vectorize indexes and databases exchangeable terms, or are indexes the preferred way to refer to them?
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I noticed on this page "https://

I noticed on this page "https://developers.cloudflare.com/vectorize/platform/limits/" that the current limits are 100 indexes and 1,000 namespaces. While this might be sufficient for testing, it's far from enough for production use. Are there any plans to scale these limitsā€”at least by a couple of orders of magnitude? Something closer to 1,000,000 or more would be ideal.

Is there any way to export Vectorize

Is there any way to export Vectorize data? I want to migrate to another provider

@Eric Vectorize dynamic bindings are

@Eric Vectorize dynamic bindings are coming hopefully in Q1. I believe Cloudflare can increase the number of indexes limit on an account basis too.

@maro Vectorize is ready for production

@maro Vectorize is ready for production use, we are planning to transition out of beta soon.

Any plans to support arrays in metadata

Any plans to support arrays in metadata filtering ?

I can repro - seems like the dash only

I can repro - seems like the dash only lists old (v1) indexes and not v2. I've let the team know so hopefully they'll look into this next week. Until then you can use wrangler vectorize list to see your v2 indexes

As I move from a proof of concept to a

As I move from a proof of concept to a real application product,is there a way to migrate the data or rename an existing vector index? It would be very handy to be able to do this in the wrangler cli

Hey Cloudflare team and community, I

Hey Cloudflare team and community, I have a large dataset of 500M vectors, each with 256 dimensions. I've recently seen the changelog about Vectorize v2 being in public beta, which mentions support for up to 5 million vector dimensions per index but there is not vector dimension limit mentioned on limits page? I'd like some clarification and advice on how to best use this with my dataset. Limits: https://developers.cloudflare.com/vectorize/platform/limits/ Changelog: https://developers.cloudflare.com/vectorize/platform/changelog/ ...

I don't see my vectorize v2 index in

I don't see my vectorize v2 index in cloudflare dashboard. I only see v1 vector index. listing it with wrangler cli works

there is something bad going on with

there is something bad going on with vectorize indexes, I tried three times to create a text embeddings index, I defined them with metric cosine and 1536 dimensions. It appears that after inserting a certain amout of vectors my index breaks and my queries starting returning absolutely nonsense "scores" - for example right now my queries to this cosine index are returning scores like 28.955 or something like that (and that is breaking search results)

FYI, submitted API site feedback, https

FYI, submitted API site feedback, https://developers.cloudflare.com/api/operations/vectorize-list-metadata-indexes should be GET not POST; also fails in ā›…ļø wrangler 3.71.0 when running $ wrangler vectorize list-metadata-index <index-name>

Question about metadata indexing

Question about metadata indexing behavior: does it apply to existing vectors or only to those created after the metadata index is created? otherwise, does it backfill the index async?

Release [email protected] Ā· cloudflare/wor...

Vectorize V2 is in public beta. As long as you have access to Vectorize and use the latest version of Wrangler https://github.com/cloudflare/workers-sdk/releases/tag/wrangler%403.71.0 you should have access to Vectorize V2.

do we need to fill this form to test V2

do we need to fill this form to test V2 or need to subscribe a paid plan?

Can we expect a visualisation window for

Can we expect a visualisation window for Cloudflare Vectorize to manage or monitor our embedding data? Like what we can use in D1 Database