# Latest **URL:** https://community.pinecone.io/latest.md [Latest](https://community.pinecone.io/latest.md) · [Categories](https://community.pinecone.io/categories.md) · [Tags](https://community.pinecone.io/tags.md) --- ## ["Group by" like milvus/zilliz has](https://community.pinecone.io/t/group-by-like-milvus-zilliz-has/8526)
**Author:** [@scotteuser](https://community.pinecone.io/u/scotteuser)\ **Replies:** 0\ **Last updated:** [September 10, 2026, 5:16am UTC](https://community.pinecone.io/t/group-by-like-milvus-zilliz-has/8526 "2026-09-10T05:16:30Z")
When retrieving chunks, often the goal is to return the top e.g. 10 documents. If those documents have multiple chunks each, topK of 10 isn’t enough, we need to overshoot and/or recursively attempt to get more results to… --- ## [Forum shutting down, please move to Discord](https://community.pinecone.io/t/forum-shutting-down-please-move-to-discord/8512)
**Author:** [@kao](https://community.pinecone.io/u/kao)\ **Replies:** 0\ **Last updated:** [December 30, 2025, 8:32pm UTC](https://community.pinecone.io/t/forum-shutting-down-please-move-to-discord/8512 "2025-12-30T20:32:37Z")
Hi everyone, we have decided to shut down this forum starting Jan 1, 2026. Going forward we are asking that everyone move to the Pinecone Nearest Neighbors: Official Community Discord for questions and discussions. The e… --- ## [When AI Agents Try to Take Over, And Why They Still Need a Human Touch](https://community.pinecone.io/t/when-ai-agents-try-to-take-over-and-why-they-still-need-a-human-touch/8511)
**Author:** [@leatherjacketstrend](https://community.pinecone.io/u/leatherjacketstrend)\ **Replies:** 0\ **Last updated:** [December 24, 2025, 12:55pm UTC](https://community.pinecone.io/t/when-ai-agents-try-to-take-over-and-why-they-still-need-a-human-touch/8511 "2025-12-24T12:55:20Z")
Lately, I’ve been experimenting with AI agents for task automation things like scheduling, sending emails, updating databases, or even managing customer requests. It’s wild how much they can do, but also kinda tricky. T… --- ## [Want life-long, persistent, intellectual relationship with 5 frontier models](https://community.pinecone.io/t/want-life-long-persistent-intellectual-relationship-with-5-frontier-models/8501)
**Author:** [@gaoptimize](https://community.pinecone.io/u/gaoptimize)\ **Replies:** 1\ **Last updated:** [December 24, 2025, 3:43am UTC](https://community.pinecone.io/t/want-life-long-persistent-intellectual-relationship-with-5-frontier-models/8501 "2025-12-24T03:43:36Z")
I have come to the point of realizing I need a persistent relationship with 5 of the frontier models. I believe with a little engineering and a relatively cheap vector database, that is feasible right now. And this is … --- ## [Getting a 500: failed to load indexes error when logging into the console](https://community.pinecone.io/t/getting-a-500-failed-to-load-indexes-error-when-logging-into-the-console/8507)
**Author:** [@ethan.lerner](https://community.pinecone.io/u/ethan.lerner)\ **Replies:** 1\ **Last updated:** [December 19, 2025, 2:47pm UTC](https://community.pinecone.io/t/getting-a-500-failed-to-load-indexes-error-when-logging-into-the-console/8507 "2025-12-19T14:47:03Z")
URGENT. No indexes loading… --- ## [Delete records by ID using the make.com API Call Module](https://community.pinecone.io/t/delete-records-by-id-using-the-make-com-api-call-module/8418)
**Author:** [@martin.jackson](https://community.pinecone.io/u/martin.jackson)\ **Replies:** 3\ **Last updated:** [December 18, 2025, 3:31pm UTC](https://community.pinecone.io/t/delete-records-by-id-using-the-make-com-api-call-module/8418 "2025-12-18T15:31:13Z")
I’m trying to use the make.com API call module to delete and array of Vector ID’s. However, although I’m getting a “200” code the request isn’t deleting the specified vectors. This is the payload which appears to be cor… --- ## [Best way to add in table data for assistant](https://community.pinecone.io/t/best-way-to-add-in-table-data-for-assistant/8457)
**Author:** [@dan1](https://community.pinecone.io/u/dan1)\ **Replies:** 3\ **Last updated:** [December 11, 2025, 5:30pm UTC](https://community.pinecone.io/t/best-way-to-add-in-table-data-for-assistant/8457 "2025-12-11T17:30:15Z")
Lets’s say you upload a scanned pdf (or not) which has tables (like a row of items) and sometimes using the chat isn’t the best. Would it be better to get the text of the PDF and insert the table row items as metadata? --- ## [Creating a storage integration programatically](https://community.pinecone.io/t/creating-a-storage-integration-programatically/8495)
**Author:** [@VarunGopalCommvault](https://community.pinecone.io/u/VarunGopalCommvault)\ **Replies:** 1\ **Last updated:** [December 11, 2025, 12:42pm UTC](https://community.pinecone.io/t/creating-a-storage-integration-programatically/8495 "2025-12-11T12:42:26Z")
Hi Pinecone Team, Would it be possible to create a storage integration programatically? If not can we expect this in the near future? --- ## [Search by Text option keeps disappearing](https://community.pinecone.io/t/search-by-text-option-keeps-disappearing/8494)
**Author:** [@pasha.bitz](https://community.pinecone.io/u/pasha.bitz)\ **Replies:** 4\ **Last updated:** [December 9, 2025, 11:15am UTC](https://community.pinecone.io/t/search-by-text-option-keeps-disappearing/8494 "2025-12-09T11:15:42Z")
When you first click on an index it has a “Search by Text” option but once you select any other option the “Search by Text” option is no longer available - see screenshot. --- ## [Importing from s3 using access key and secret key](https://community.pinecone.io/t/importing-from-s3-using-access-key-and-secret-key/8487)
**Author:** [@VarunGopalCommvault](https://community.pinecone.io/u/VarunGopalCommvault)\ **Replies:** 2\ **Last updated:** [December 1, 2025, 5:52am UTC](https://community.pinecone.io/t/importing-from-s3-using-access-key-and-secret-key/8487 "2025-12-01T05:52:28Z")
Hi Pinecone team, we understand that to import from s3 we require a storage integration that has an IAM role configured with the permissions to access the bucket. Instead of using a role would there be a provision to imp… --- ## [Uploading Document](https://community.pinecone.io/t/uploading-document/8485)
**Author:** [@whalilbey](https://community.pinecone.io/u/whalilbey)\ **Replies:** 0\ **Last updated:** [November 25, 2025, 1:44pm UTC](https://community.pinecone.io/t/uploading-document/8485 "2025-11-25T13:44:30Z")
Dear team, I want to enable people to communicate with the models they create using RAG with the documents they upload. I am saving the files to a Supabase bucket. How can I transfer them to Pinecone? Does this process … --- ## [Why my Token in Pinecone Assistance is not reset?](https://community.pinecone.io/t/why-my-token-in-pinecone-assistance-is-not-reset/8484)
**Author:** [@taspon.edu](https://community.pinecone.io/u/taspon.edu)\ **Replies:** 2\ **Last updated:** [November 25, 2025, 12:37pm UTC](https://community.pinecone.io/t/why-my-token-in-pinecone-assistance-is-not-reset/8484 "2025-11-25T12:37:54Z")
Hello , I am new to using Pinecone here. Last month around October , I using Pinecone Free tier to testing my RAG Engine and using 1.5 Input token which is reaching limit. Then I upgrade to standard tier and continue tes… --- ## [Export of backups](https://community.pinecone.io/t/export-of-backups/8443)
**Author:** [@VarunGopalCommvault](https://community.pinecone.io/u/VarunGopalCommvault)\ **Replies:** 3\ **Last updated:** [November 12, 2025, 4:35pm UTC](https://community.pinecone.io/t/export-of-backups/8443 "2025-11-12T16:35:43Z")
Hi there is a mention of export of backups being worked on in the documentation. By when can we expect this feature to be available? Thanking you, Varun --- ## [Inaccurate Freshness](https://community.pinecone.io/t/inaccurate-freshness/8459)
**Author:** [@ajohnston](https://community.pinecone.io/u/ajohnston)\ **Replies:** 1\ **Last updated:** [November 10, 2025, 8:43pm UTC](https://community.pinecone.io/t/inaccurate-freshness/8459 "2025-11-10T20:43:48Z")
We have been using freshness via the API, rather than the Python SDK, for several months now. By that I mean we upsert large batches of vectors, get the x-pinecone-request-lsn value from the response, then use /query to … --- ## [Rasterized PDF failed to upload](https://community.pinecone.io/t/rasterized-pdf-failed-to-upload/8442)
**Author:** [@dan1](https://community.pinecone.io/u/dan1)\ **Replies:** 4\ **Last updated:** [November 7, 2025, 3:05pm UTC](https://community.pinecone.io/t/rasterized-pdf-failed-to-upload/8442 "2025-11-07T15:05:51Z")
I have a PDF file that is 20 pages and under 10MB (I am on Standard plan).. and no matter what.. it says Processing failed. If this assistant thing is not the best way… what is the best way to upload these scanned PD… --- ## [Assistant list files filter not working](https://community.pinecone.io/t/assistant-list-files-filter-not-working/8439)
**Author:** [@ikaroisdm](https://community.pinecone.io/u/ikaroisdm)\ **Replies:** 4\ **Last updated:** [November 4, 2025, 2:15pm UTC](https://community.pinecone.io/t/assistant-list-files-filter-not-working/8439 "2025-11-04T14:15:08Z")
Im using pinecone assistant and I have more than 1400 files uploaded to it, when I try to run assistant.listFiles with a filter inside it returns 1400 files instead of the ones I’ve filtered, no type of filtering works, … --- ## [Import from S3 is failing](https://community.pinecone.io/t/import-from-s3-is-failing/8441)
**Author:** [@VarunGopalCommvault](https://community.pinecone.io/u/VarunGopalCommvault)\ **Replies:** 3\ **Last updated:** [November 4, 2025, 2:05pm UTC](https://community.pinecone.io/t/import-from-s3-is-failing/8441 "2025-11-04T14:05:05Z")
I followed the documentation to test import from S3. My bucket is in the same region as the index and I have added the storage intergation with the required permissions but it keeps throwing this error. Can someone pleas… --- ## [I often get this error. please fix this](https://community.pinecone.io/t/i-often-get-this-error-please-fix-this/8440)
**Author:** [@ourwork230](https://community.pinecone.io/u/ourwork230)\ **Replies:** 1\ **Last updated:** [November 3, 2025, 10:51am UTC](https://community.pinecone.io/t/i-often-get-this-error-please-fix-this/8440 "2025-11-03T10:51:34Z")
Request failed to reach Pinecone. This can occur for reasons such as network problems that prevent the request from being completed, or a Pinecone API outage. Check your network connection, and visit https://status.pinec… --- ## [Index returning 404 when searching for vectors](https://community.pinecone.io/t/index-returning-404-when-searching-for-vectors/8438)
**Author:** [@jtan7th](https://community.pinecone.io/u/jtan7th)\ **Replies:** 2\ **Last updated:** [October 29, 2025, 5:38pm UTC](https://community.pinecone.io/t/index-returning-404-when-searching-for-vectors/8438 "2025-10-29T17:38:25Z")
havent been able to look up any of the vectors for 20 minutes or so now - is there any issue finding vectors/ they’re there 1000+ records so shouldnt be a problem with the database --- ## [Pinecone @ AWS re:Invent 2025](https://community.pinecone.io/t/pinecone-aws-re-invent-2025/8435)
**Author:** [@jocelyn](https://community.pinecone.io/u/jocelyn)\ **Replies:** 0\ **Last updated:** [October 25, 2025, 12:26am UTC](https://community.pinecone.io/t/pinecone-aws-re-invent-2025/8435 "2025-10-25T00:26:53Z")
Pinecone is the leading vector database for building accurate and performant AI applications at scale in production. Meet us at Booth #534 in the Venetian Expo to see how high-quality, real time retrieval delivers rele… --- ## [Can I use text-embedding-3-large model with 1536 dimension in Pinecone?](https://community.pinecone.io/t/can-i-use-text-embedding-3-large-model-with-1536-dimension-in-pinecone/8432)
**Author:** [@trevor.dev23](https://community.pinecone.io/u/trevor.dev23)\ **Replies:** 4\ **Last updated:** [October 23, 2025, 1:09am UTC](https://community.pinecone.io/t/can-i-use-text-embedding-3-large-model-with-1536-dimension-in-pinecone/8432 "2025-10-23T01:09:50Z")
Hi everyone :waving\_hand: I’ve been experimenting with the OpenAI text-embedding-3-large model through the API, and interestingly, it’s returning 1536-dimensional embeddings for my text inputs — and they work great so f… --- ## [Join Pinecone Office Hours, this Friday on Zoom](https://community.pinecone.io/t/join-pinecone-office-hours-this-friday-on-zoom/8431)
**Author:** [@jocelyn](https://community.pinecone.io/u/jocelyn)\ **Replies:** 0\ **Last updated:** [October 21, 2025, 7:23pm UTC](https://community.pinecone.io/t/join-pinecone-office-hours-this-friday-on-zoom/8431 "2025-10-21T19:23:02Z")
What are you up to this Friday? Don’t miss Pinecone Office Hours on Zoom! Deets below :backhand\_index\_pointing\_down: → Register: Webinar Registration - Zoom Have questions or need help launching your projects? Drop … --- ## [I get "Unauthorized" for the support ticket](https://community.pinecone.io/t/i-get-unauthorized-for-the-support-ticket/8429)
**Author:** [@laki.assistentti](https://community.pinecone.io/u/laki.assistentti)\ **Replies:** 3\ **Last updated:** [October 17, 2025, 12:56pm UTC](https://community.pinecone.io/t/i-get-unauthorized-for-the-support-ticket/8429 "2025-10-17T12:56:20Z")
Hi Please fix the support ticket form. I accidentally clicked the Upgrade button near to Severity field right side dropdown arrow. It navigated me to the plans page and when I came back, all text I had wrote to the Desc… --- ## [Delete Assistant File via API SDK/WEBHOOK](https://community.pinecone.io/t/delete-assistant-file-via-api-sdk-webhook/8427)
**Author:** [@biyikgokhan](https://community.pinecone.io/u/biyikgokhan)\ **Replies:** 2\ **Last updated:** [October 16, 2025, 1:42pm UTC](https://community.pinecone.io/t/delete-assistant-file-via-api-sdk-webhook/8427 "2025-10-16T13:42:54Z")
I can upload a file to an assistant through n8n webhook, I record the fileID (pineconeID), but I cannot delete the file. I’ve tried n8n webhook and SDK with CURSOR on high reasoning. Always failing in file deletion. I t… --- ## [403 when connecting from Server to pinecone](https://community.pinecone.io/t/403-when-connecting-from-server-to-pinecone/8421)
**Author:** [@klaus](https://community.pinecone.io/u/klaus)\ **Replies:** 4\ **Last updated:** [October 15, 2025, 8:51am UTC](https://community.pinecone.io/t/403-when-connecting-from-server-to-pinecone/8421 "2025-10-15T08:51:14Z")
Hello! I’m on a free plan and tried to use Pinecone with my self-hostet n8n server. My server runs on a Hetzner shared server. When I try to access the index via CURL using a API key it works from my local workstation, … --- ## [Duplicate Prometheus metrics](https://community.pinecone.io/t/duplicate-prometheus-metrics/8422)
**Author:** [@tpispirigkos](https://community.pinecone.io/u/tpispirigkos)\ **Replies:** 0\ **Last updated:** [October 14, 2025, 9:38am UTC](https://community.pinecone.io/t/duplicate-prometheus-metrics/8422 "2025-10-14T09:38:44Z")
When I set up the Prometheus http\_sd\_configs i get the Prometheus PrometheusDuplicateTimestamps alert. When i request the metrics manually, i can see that the same metrics with the same value are reported multiple times. … --- ## [Pinecone API error: (400) Reason: Bad Request HTTP response headers](https://community.pinecone.io/t/pinecone-api-error-400-reason-bad-request-http-response-headers/5933)
**Author:** [@btejasri1996](https://community.pinecone.io/u/btejasri1996)\ **Replies:** 5\ **Last updated:** [October 14, 2025, 6:43am UTC](https://community.pinecone.io/t/pinecone-api-error-400-reason-bad-request-http-response-headers/5933 "2025-10-14T06:43:41Z")
Hi, I am getting an error when using Pinecone and Streamlit. The error message is as follows: Pinecone API error: (400) Reason: Bad Request HTTP response headers: HTTPHeaderDict({‘Date’: ‘Wed, 12 Jun 2024 22:03:59 GMT’, … --- ## [Failed to upload PDF file in Pinecone Assistant](https://community.pinecone.io/t/failed-to-upload-pdf-file-in-pinecone-assistant/8412)
**Author:** [@nerstuff24](https://community.pinecone.io/u/nerstuff24)\ **Replies:** 1\ **Last updated:** [October 13, 2025, 11:37pm UTC](https://community.pinecone.io/t/failed-to-upload-pdf-file-in-pinecone-assistant/8412 "2025-10-13T23:37:18Z")
Hello community, I’m new here. I want to ask about uploading my PDF file. Why does it keep failing? My PDF has been compressed to 3 MB. Can anyone help? Thank you. --- ## [I was added to an Organization, but now I can't create my own](https://community.pinecone.io/t/i-was-added-to-an-organization-but-now-i-cant-create-my-own/1931)
**Author:** [@gavin](https://community.pinecone.io/u/gavin)\ **Replies:** 5\ **Last updated:** [October 13, 2025, 10:33pm UTC](https://community.pinecone.io/t/i-was-added-to-an-organization-but-now-i-cant-create-my-own/1931 "2025-10-13T22:33:49Z")
I’m on a project where another developer had set up a Pinecone instance for testing. They added me to the organization and project. Now I’m interested in setting up my own organization for another project, but it doesn’t… --- ## [I can't find the information in the knowledge base](https://community.pinecone.io/t/i-cant-find-the-information-in-the-knowledge-base/8404)
**Author:** [@ai.agent](https://community.pinecone.io/u/ai.agent)\ **Replies:** 2\ **Last updated:** [October 13, 2025, 6:09pm UTC](https://community.pinecone.io/t/i-cant-find-the-information-in-the-knowledge-base/8404 "2025-10-13T18:09:57Z")
Hi, I’m developing a RAG system with Python, Django, and Vapi for a voice client, but when I ask a question, it tells me it can’t find any results. My scores range from 0.2687 to 1.0004. An important point is that the tr… [Next page](https://community.pinecone.io/latest.md?page=1)