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workers-help

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vectorize

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Rubi

11/7/2024

Hi, is Cloudflare Vectorize now support

Hi, is Cloudflare Vectorize now support $in metadata filter ?

thousandmiles

11/5/2024

I've been browsing through messages in

I've been browsing through messages in the past and documentations on vectorize, looks like now it's a great time to jump in, considering the beta release of workflow as well. though my concern is full RAG pipeline still needs a long way to go, so I'd prefer develop locally using llamaindex+chromadb(or equivalent)+litellm(embedding, inference, rerank, whisper, etc) first, before switching to cloudflare edge side completely, which I do need at a certain point because the product I am building requires global coverage. may I ask guy who already had previous experiences here, that, is this a viable plan, or anything I should keep in mind for choosing tech stack or develop or doing gitops? thanks a million!...

11/1/2024

I am noticing a large number of `AiError

I am noticing a large number of AiError: 3001: Unknown internal error s when doing some Vectorize queries. Is there any way to get more insight into what these are? I have no clue if it's not finding a vector by ID, if I'm getting rate limited, or if it's something I can't control

Yota

10/30/2024

ah i found it https://developers.

ah i found it https://developers.cloudflare.com/vectorize/best-practices/create-indexes/

Yota

10/30/2024

Is there a way to dynamically add

Is there a way to dynamically add Vectorize bindings programatically?

Rahul gangotri

10/29/2024

Quick question

Quick question 1. Why do we need to create metadata index and even if we have to create, why only 1 key at a time and upto 10 index is the limit? While upstash allows to filter on metadata normally on all metadata 2. Can we also expect glob and more type of searches operators along with eq and neq...

Talljoe

10/28/2024

cloudflare

When do you expect to update the Typescript API to use V2? I'm running into a problem where Wrangler doesn't support the --deprecated-v1 flag on certain calls. I just created the index today so I'm very happy to use V2 but don't want to roll my own client.

yanlinw

10/28/2024

Given the limitations of the meta-

Given the limitations of the meta-filtering operation, I have to leverage a nested key structure as documented: { "pandas.nice": 42 } // looks for { "pandas": { "nice": 42 } } However, when I attempt to upsert metadata where the key contains a JSON object, as specified in the documentation, I encounter the following error:...

freddw

10/26/2024

Is best practice for supporting more

Is best practice for supporting more complicated query semantics than just filtering to upsert vectors with a metadata field containing foreign keys to D1 records? Then implement your own pre/post filtering between the two?

Daniel

10/19/2024

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: ```...

kingmesal

10/14/2024

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....

Ashley

10/2/2024

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 😅

Rihan

10/2/2024

With terminology, are Vectorize indexes

With terminology, are Vectorize indexes and databases exchangeable terms, or are indexes the preferred way to refer to them?

uri

9/29/2024

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 limits—at least by a couple of orders of magnitude? Something closer to 1,000,000 or more would be ideal.

Rubi

9/27/2024

Is there any way to export Vectorize

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

Rihan

9/26/2024

@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.

scotto

9/4/2024

Any plans to support arrays in metadata

Any plans to support arrays in metadata filtering ?

DaniFoldi

8/31/2024

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

kcbrewron

8/28/2024

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

Saatvik

8/19/2024

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

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Cloudflare Developers

Welcome to the official Cloudflare Developers server. Here you can ask for help and stay updated with the latest news

Cloudflare Developers

Welcome to the official Cloudflare Developers server. Here you can ask for help and stay updated with the latest news