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[GH-ISSUE #18326] issue: RAG with qdrant vector database stop working since version v0.6.16 #121873

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opened 2026-05-20 23:57:32 -05:00 by GiteaMirror · 1 comment
GiteaMirror commented 2026-05-20 23:57:32 -05:00
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Originally created by @Abdelrahman1993 on GitHub (Oct 14, 2025).
Original GitHub issue: https://github.com/open-webui/open-webui/issues/18326

Check Existing Issues

  • I have searched for any existing and/or related issues.
  • I have searched for any existing and/or related discussions.
  • I am using the latest version of Open WebUI.

Installation Method

Docker

Open WebUI Version

v0.6.16

Ollama Version (if applicable)

No response

Operating System

Kubernetes EKS

Browser (if applicable)

No response

Confirmation

  • I have read and followed all instructions in README.md.
  • I am using the latest version of both Open WebUI and Ollama.
  • I have included the browser console logs.
  • I have included the Docker container logs.
  • I have provided every relevant configuration, setting, and environment variable used in my setup.
  • I have clearly listed every relevant configuration, custom setting, environment variable, and command-line option that influences my setup (such as Docker Compose overrides, .env values, browser settings, authentication configurations, etc).
  • I have documented step-by-step reproduction instructions that are precise, sequential, and leave nothing to interpretation. My steps:
  • Start with the initial platform/version/OS and dependencies used,
  • Specify exact install/launch/configure commands,
  • List URLs visited, user input (incl. example values/emails/passwords if needed),
  • Describe all options and toggles enabled or changed,
  • Include any files or environmental changes,
  • Identify the expected and actual result at each stage,
  • Ensure any reasonably skilled user can follow and hit the same issue.

Expected Behavior

RAG should continue retrieving results from Qdrant after the upgrade from v0.6.15 to newer versions

Actual Behavior

No results are returned from Qdrant when using RAG on since v0.6.16

Steps to Reproduce

upgrade from openwebui v0.6.15 container with qdrant storage container to newer openwebui version (v0.6.16, ...., v0.6.33)

Logs & Screenshots

OpenWebUI qdrant env variables

Image

Documents Configs

Image

OpenWebUI Chat

Image

OpenWebUi Logs

2025-10-14 12:28:27.350 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "POST /api/v1/chats/new HTTP/1.1" 200 - {"dd.trace_id": "68ee41eb0000000063aeb8e9875633de", "dd.span_id": "5151936088161521946", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:27.351 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/tools/ HTTP/1.1" 200 - {"dd.trace_id": "68ee41eb00000000738a2c0f8f8316f7", "dd.span_id": "6047602437377900782", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:27.502 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/?page=1 HTTP/1.1" 200 - {"dd.trace_id": "68ee41eb0000000081460cdeff790d91", "dd.span_id": "14107450564889599559", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:27.636 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "POST /api/v1/chats/7d4256b8-02ac-4760-874c-e8ebcca1bd1b HTTP/1.1" 200 - {"dd.trace_id": "68ee41eb0000000059932cb13eba5984", "dd.span_id": "6967144994496466449", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:28.377 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/?page=1 HTTP/1.1" 200 - {"dd.trace_id": "68ee41ec000000006cf8240c3c113c70", "dd.span_id": "14424146154550229970", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:28.824 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "POST /api/chat/completions HTTP/1.1" 200 - {"dd.trace_id": "68ee41ec0000000046309ec885d01f7d", "dd.span_id": "8414424729796769354", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:30.166 | INFO     | httpx._client:_send_single_request:1025 - HTTP Request: GET http://beta-qdrant:6333/collections/open-webui_memories/exists "HTTP/1.1 200 OK" - {"dd.trace_id": "68ee41ee00000000fe98a56aa4f26856", "dd.span_id": "17184785286701791026", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:30.189 | INFO     | httpx._client:_send_single_request:1025 - HTTP Request: GET http://beta-qdrant:6333/collections/open-webui_knowledge/exists "HTTP/1.1 200 OK" - {"dd.trace_id": "68ee41ee0000000007eb3623af95e5d3", "dd.span_id": "11325867286468758651", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:30.256 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/?page=1 HTTP/1.1" 200 - {"dd.trace_id": "68ee41ee00000000fc94aab526abf213", "dd.span_id": "12130493497095075656", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:30.259 | INFO     | open_webui.routers.openai:get_all_models:490 - get_all_models() - {"dd.trace_id": "0", "dd.span_id": "0", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:36.254 | INFO     | open_webui.routers.openai:get_all_models:490 - get_all_models() - {"dd.trace_id": "0", "dd.span_id": "0", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:37.180 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "POST /api/chat/completed HTTP/1.1" 200 - {"dd.trace_id": "68ee41f400000000cc6e06cba75a3d7e", "dd.span_id": "7322901813364649324", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:37.599 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "POST /api/v1/chats/7d4256b8-02ac-4760-874c-e8ebcca1bd1b HTTP/1.1" 200 - {"dd.trace_id": "68ee41f500000000a2a269bd47309a4b", "dd.span_id": "14850141319413142606", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:37.724 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/?page=1 HTTP/1.1" 200 - {"dd.trace_id": "68ee41f50000000045df71ed5883789a", "dd.span_id": "6446615555335105948", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:38.237 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/?page=1 HTTP/1.1" 200 - {"dd.trace_id": "68ee41f600000000d21ff2db78bb8eed", "dd.span_id": "10459581224112567828", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:38.348 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/?page=1 HTTP/1.1" 200 - {"dd.trace_id": "68ee41f6000000008dda24764ebc0b05", "dd.span_id": "1506210854980614533", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:39.529 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/7d4256b8-02ac-4760-874c-e8ebcca1bd1b HTTP/1.1" 200 - {"dd.trace_id": "68ee41f700000000170a1214cfa338b6", "dd.span_id": "1397790336832543335", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:39.542 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/all/tags HTTP/1.1" 200 - {"dd.trace_id": "68ee41f700000000f55a1e6214c69d65", "dd.span_id": "11413100836715233005", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:39.651 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/all/tags HTTP/1.1" 200 - {"dd.trace_id": "68ee41f7000000006bfc64e62815e05f", "dd.span_id": "12726636582654891997", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:44.766 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /_app/version.json HTTP/1.1" 200 - {"dd.trace_id": "68ee41fc000000005040a64c6c885649", "dd.span_id": "2846519597027689155", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}
2025-10-14 12:28:44.767 | INFO     | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /_app/version.json HTTP/1.1" 200 - {"dd.trace_id": "68ee41fc000000000d36c53447d93f7e", "dd.span_id": "11749898409878373075", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"}

Qdrant Logs

2025-10-14T12:28:30.165523Z  INFO actix_web::middleware::logger: 10.200.69.196 "GET /collections/open-webui_memories/exists HTTP/1.1" 200 58 "-" "qdrant-client/1.14.3 python/3.11.13" 0.000311    
2025-10-14T12:28:30.186809Z  INFO actix_web::middleware::logger: 10.200.69.196 "GET /collections/open-webui_knowledge/exists HTTP/1.1" 200 58 "-" "qdrant-client/1.14.3 python/3.11.13" 0.000395

Browser Logs

Image

Additional Information

I’m running OpenWebUI v0.6.15 with RAG backed by Qdrant on kubernetes cluster, and everything works. However, after upgrading OpenWebUI from v0.6.15 to newer version(v0.6.16, ...., v0.6.33), RAG stops retrieving data from the Qdrant vector database. I’ve had to roll back to v0.6.15 to restore functionality.

Originally created by @Abdelrahman1993 on GitHub (Oct 14, 2025). Original GitHub issue: https://github.com/open-webui/open-webui/issues/18326 ### Check Existing Issues - [x] I have searched for any existing and/or related issues. - [x] I have searched for any existing and/or related discussions. - [x] I am using the latest version of Open WebUI. ### Installation Method Docker ### Open WebUI Version v0.6.16 ### Ollama Version (if applicable) _No response_ ### Operating System Kubernetes EKS ### Browser (if applicable) _No response_ ### Confirmation - [x] I have read and followed all instructions in `README.md`. - [x] I am using the latest version of **both** Open WebUI and Ollama. - [x] I have included the browser console logs. - [x] I have included the Docker container logs. - [x] I have **provided every relevant configuration, setting, and environment variable used in my setup.** - [x] I have clearly **listed every relevant configuration, custom setting, environment variable, and command-line option that influences my setup** (such as Docker Compose overrides, .env values, browser settings, authentication configurations, etc). - [x] I have documented **step-by-step reproduction instructions that are precise, sequential, and leave nothing to interpretation**. My steps: - Start with the initial platform/version/OS and dependencies used, - Specify exact install/launch/configure commands, - List URLs visited, user input (incl. example values/emails/passwords if needed), - Describe all options and toggles enabled or changed, - Include any files or environmental changes, - Identify the expected and actual result at each stage, - Ensure any reasonably skilled user can follow and hit the same issue. ### Expected Behavior RAG should continue retrieving results from Qdrant after the upgrade from v0.6.15 to newer versions ### Actual Behavior No results are returned from Qdrant when using RAG on since v0.6.16 ### Steps to Reproduce upgrade from openwebui v0.6.15 container with qdrant storage container to newer openwebui version (v0.6.16, ...., v0.6.33) ### Logs & Screenshots **OpenWebUI qdrant env variables** <img width="819" height="314" alt="Image" src="https://github.com/user-attachments/assets/d2ce9deb-fccf-4e5e-8587-cb10d463dbfe" /> **Documents Configs** <img width="1508" height="860" alt="Image" src="https://github.com/user-attachments/assets/ca61a582-b00c-4d51-acaf-6063a86159b6" /> **OpenWebUI Chat** <img width="1366" height="893" alt="Image" src="https://github.com/user-attachments/assets/0ea10a86-53d0-4d6e-98bf-f5c1a8b6ee48" /> **OpenWebUi Logs** ``` 2025-10-14 12:28:27.350 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "POST /api/v1/chats/new HTTP/1.1" 200 - {"dd.trace_id": "68ee41eb0000000063aeb8e9875633de", "dd.span_id": "5151936088161521946", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:27.351 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/tools/ HTTP/1.1" 200 - {"dd.trace_id": "68ee41eb00000000738a2c0f8f8316f7", "dd.span_id": "6047602437377900782", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:27.502 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/?page=1 HTTP/1.1" 200 - {"dd.trace_id": "68ee41eb0000000081460cdeff790d91", "dd.span_id": "14107450564889599559", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:27.636 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "POST /api/v1/chats/7d4256b8-02ac-4760-874c-e8ebcca1bd1b HTTP/1.1" 200 - {"dd.trace_id": "68ee41eb0000000059932cb13eba5984", "dd.span_id": "6967144994496466449", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:28.377 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/?page=1 HTTP/1.1" 200 - {"dd.trace_id": "68ee41ec000000006cf8240c3c113c70", "dd.span_id": "14424146154550229970", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:28.824 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "POST /api/chat/completions HTTP/1.1" 200 - {"dd.trace_id": "68ee41ec0000000046309ec885d01f7d", "dd.span_id": "8414424729796769354", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:30.166 | INFO | httpx._client:_send_single_request:1025 - HTTP Request: GET http://beta-qdrant:6333/collections/open-webui_memories/exists "HTTP/1.1 200 OK" - {"dd.trace_id": "68ee41ee00000000fe98a56aa4f26856", "dd.span_id": "17184785286701791026", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:30.189 | INFO | httpx._client:_send_single_request:1025 - HTTP Request: GET http://beta-qdrant:6333/collections/open-webui_knowledge/exists "HTTP/1.1 200 OK" - {"dd.trace_id": "68ee41ee0000000007eb3623af95e5d3", "dd.span_id": "11325867286468758651", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:30.256 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/?page=1 HTTP/1.1" 200 - {"dd.trace_id": "68ee41ee00000000fc94aab526abf213", "dd.span_id": "12130493497095075656", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:30.259 | INFO | open_webui.routers.openai:get_all_models:490 - get_all_models() - {"dd.trace_id": "0", "dd.span_id": "0", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:36.254 | INFO | open_webui.routers.openai:get_all_models:490 - get_all_models() - {"dd.trace_id": "0", "dd.span_id": "0", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:37.180 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "POST /api/chat/completed HTTP/1.1" 200 - {"dd.trace_id": "68ee41f400000000cc6e06cba75a3d7e", "dd.span_id": "7322901813364649324", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:37.599 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "POST /api/v1/chats/7d4256b8-02ac-4760-874c-e8ebcca1bd1b HTTP/1.1" 200 - {"dd.trace_id": "68ee41f500000000a2a269bd47309a4b", "dd.span_id": "14850141319413142606", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:37.724 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/?page=1 HTTP/1.1" 200 - {"dd.trace_id": "68ee41f50000000045df71ed5883789a", "dd.span_id": "6446615555335105948", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:38.237 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/?page=1 HTTP/1.1" 200 - {"dd.trace_id": "68ee41f600000000d21ff2db78bb8eed", "dd.span_id": "10459581224112567828", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:38.348 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/?page=1 HTTP/1.1" 200 - {"dd.trace_id": "68ee41f6000000008dda24764ebc0b05", "dd.span_id": "1506210854980614533", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:39.529 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/7d4256b8-02ac-4760-874c-e8ebcca1bd1b HTTP/1.1" 200 - {"dd.trace_id": "68ee41f700000000170a1214cfa338b6", "dd.span_id": "1397790336832543335", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:39.542 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/all/tags HTTP/1.1" 200 - {"dd.trace_id": "68ee41f700000000f55a1e6214c69d65", "dd.span_id": "11413100836715233005", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:39.651 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /api/v1/chats/all/tags HTTP/1.1" 200 - {"dd.trace_id": "68ee41f7000000006bfc64e62815e05f", "dd.span_id": "12726636582654891997", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:44.766 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /_app/version.json HTTP/1.1" 200 - {"dd.trace_id": "68ee41fc000000005040a64c6c885649", "dd.span_id": "2846519597027689155", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} 2025-10-14 12:28:44.767 | INFO | uvicorn.protocols.http.httptools_impl:send:476 - 10.6.12.18:0 - "GET /_app/version.json HTTP/1.1" 200 - {"dd.trace_id": "68ee41fc000000000d36c53447d93f7e", "dd.span_id": "11749898409878373075", "dd.service": "open-webui-deployment", "dd.version": "", "dd.env": "beta"} ``` **Qdrant Logs** ``` 2025-10-14T12:28:30.165523Z INFO actix_web::middleware::logger: 10.200.69.196 "GET /collections/open-webui_memories/exists HTTP/1.1" 200 58 "-" "qdrant-client/1.14.3 python/3.11.13" 0.000311 2025-10-14T12:28:30.186809Z INFO actix_web::middleware::logger: 10.200.69.196 "GET /collections/open-webui_knowledge/exists HTTP/1.1" 200 58 "-" "qdrant-client/1.14.3 python/3.11.13" 0.000395 ``` **Browser** Logs <img width="1917" height="545" alt="Image" src="https://github.com/user-attachments/assets/b36d175d-da2a-4550-8e02-053503b102c1" /> ### Additional Information I’m running OpenWebUI v0.6.15 with RAG backed by Qdrant on kubernetes cluster, and everything works. However, after upgrading OpenWebUI from v0.6.15 to newer version(v0.6.16, ...., v0.6.33), RAG stops retrieving data from the Qdrant vector database. I’ve had to roll back to v0.6.15 to restore functionality.
GiteaMirror added the bug label 2026-05-20 23:57:32 -05:00
GiteaMirror commented 2026-05-20 23:57:35 -05:00
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@tjbck commented on GitHub (Oct 14, 2025):

Please read the changelogs, ENABLE_QDRANT_MULTITENANCY_MODE is enabled by default now.

<!-- gh-comment-id:3402298420 --> @tjbck commented on GitHub (Oct 14, 2025): Please read the changelogs, `ENABLE_QDRANT_MULTITENANCY_MODE` is enabled by default now.
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Reference: github-starred/open-webui#121873
Delete Branch "%!s()"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?