[PR #16185] [MERGED] feat: oracle 23ai Vector search for new supported vector db #24054

New Issue

GiteaMirror · 2026-04-20T05:12:50-05:00

GiteaMirror commented

2026-04-20 05:12:50 -05:00

📋 Pull Request Information

Original PR: https://github.com/open-webui/open-webui/pull/16185
Author: @hiwylee
Created: 7/31/2025
Status: ✅ Merged
Merged: 8/6/2025
Merged by: @tjbck

Base: dev ← Head: vector-search-branch

📝 Commits (10+)

3e2fd07 oracle 23ai vector search
b56dbb2 alpha2
25e241a added new feature : oracle23ai vector search
12ebdba refactor oracle23ai.py
e0afd7f fianl : vector-search-feature
39e4551 add oracledb package to requirements.txt
46e0992 json_serialize returing varchar2(2096)
a8a8fd5 yarn.lock removed
6b639cd Ignore yarnlock
0e640dd resolve conflict

📊 Changes

9 files changed (+1067 additions, -40 deletions)

View changed files

📝 .gitignore (+2 -0)
📝 backend/open_webui/config.py (+35 -0)
➕ backend/open_webui/retrieval/vector/dbs/oracle23ai.py (+888 -0)
📝 backend/open_webui/retrieval/vector/factory.py (+4 -0)
📝 backend/open_webui/retrieval/vector/type.py (+1 -0)
📝 backend/requirements.txt (+1 -0)
📝 package-lock.json (+59 -39)
📝 pyproject.toml (+1 -1)
📝 uv.lock (+76 -0)

📄 Description

Pull Request Checklist

Note to first-time contributors: Please open a discussion post in Discussions and describe your changes before submitting a pull request.

Before submitting, make sure you've checked the following:

[O ] Target branch: Please verify that the pull request targets the dev branch.
[O ] Description: Provide a concise description of the changes made in this pull request.
[O ] Changelog: Ensure a changelog entry following the format of Keep a Changelog is added at the bottom of the PR description.
[O ] Documentation: Have you updated relevant documentation Open WebUI Docs, or other documentation sources?
[O] Dependencies: Are there any new dependencies? Have you updated the dependency versions in the documentation?
[O] Testing: Have you written and run sufficient tests to validate the changes?
[O] Code review: Have you performed a self-review of your code, addressing any coding standard issues and ensuring adherence to the project's coding standards?
[O] Prefix: To clearly categorize this pull request, prefix the pull request title using one of the following:
- BREAKING CHANGE: Significant changes that may affect compatibility
- build: Changes that affect the build system or external dependencies
- ci: Changes to our continuous integration processes or workflows
- chore: Refactor, cleanup, or other non-functional code changes
- docs: Documentation update or addition
- feat: Introduces a new feature or enhancement to the codebase
- fix: Bug fix or error correction
- i18n: Internationalization or localization changes
- perf: Performance improvement
- refactor: Code restructuring for better maintainability, readability, or scalability
- style: Changes that do not affect the meaning of the code (white space, formatting, missing semi-colons, etc.)
- test: Adding missing tests or correcting existing tests
- WIP: Work in progress, a temporary label for incomplete or ongoing work

Changelog Entry

Description

Added Oracle 23ai’s new vector search support as a supported vector database.
It is expected to provide performance and stability suitable for handling large-scale documents.
In addition, since it enables integration between existing business data and vectors at the database level, it is expected to offer high utility in practical use cases.

Added

oracle 23ai vector search for additional supported vector db

Changed

N/A

Deprecated

-N/A

Removed

N/A

Fixed

N/A

Security

N/A

Breaking Changes

N/A

Additional Information

[Insert any additional context, notes, or explanations for the changes]
[Reference any related issues, commits, or other relevant information]

Screenshots or Videos

Contributor License Agreement

By submitting this pull request, I confirm that I have read and fully agree to the Contributor License Agreement (CLA), and I am providing my contributions under its terms.

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/open-webui/open-webui/pull/16185 **Author:** [@hiwylee](https://github.com/hiwylee) **Created:** 7/31/2025 **Status:** ✅ Merged **Merged:** 8/6/2025 **Merged by:** [@tjbck](https://github.com/tjbck) **Base:** `dev` ← **Head:** `vector-search-branch` --- ### 📝 Commits (10+) - [`3e2fd07`](https://github.com/open-webui/open-webui/commit/3e2fd074bbf06cd87cd1e9fd284db04b1db890ed) oracle 23ai vector search - [`b56dbb2`](https://github.com/open-webui/open-webui/commit/b56dbb26be6c269a779ee6f6760221424a47ccd4) alpha2 - [`25e241a`](https://github.com/open-webui/open-webui/commit/25e241ae41d3b3ce815e464d1530bb791ef00186) added new feature : oracle23ai vector search - [`12ebdba`](https://github.com/open-webui/open-webui/commit/12ebdbae81e1d6eefe97b4a375d5459c4dee432f) refactor oracle23ai.py - [`e0afd7f`](https://github.com/open-webui/open-webui/commit/e0afd7f4960e9000b0bedb34791015823ed6d8cd) fianl : vector-search-feature - [`39e4551`](https://github.com/open-webui/open-webui/commit/39e4551a452f9e6024eab9b71d412f8edd24ad56) add oracledb package to requirements.txt - [`46e0992`](https://github.com/open-webui/open-webui/commit/46e0992a8343f73fff914bb52d3f80ac8647bc66) json_serialize returing varchar2(2096) - [`a8a8fd5`](https://github.com/open-webui/open-webui/commit/a8a8fd537fcfda67214d468c28c178cbc9ecabbb) yarn.lock removed - [`6b639cd`](https://github.com/open-webui/open-webui/commit/6b639cd42b5968dc08cf3a98db2a6ed7020bb909) Ignore yarnlock - [`0e640dd`](https://github.com/open-webui/open-webui/commit/0e640dd71ede60b0f6639d9619f2492335efa098) resolve conflict ### 📊 Changes **9 files changed** (+1067 additions, -40 deletions) <details> <summary>View changed files</summary> 📝 `.gitignore` (+2 -0) 📝 `backend/open_webui/config.py` (+35 -0) ➕ `backend/open_webui/retrieval/vector/dbs/oracle23ai.py` (+888 -0) 📝 `backend/open_webui/retrieval/vector/factory.py` (+4 -0) 📝 `backend/open_webui/retrieval/vector/type.py` (+1 -0) 📝 `backend/requirements.txt` (+1 -0) 📝 `package-lock.json` (+59 -39) 📝 `pyproject.toml` (+1 -1) 📝 `uv.lock` (+76 -0) </details> ### 📄 Description # Pull Request Checklist ### Note to first-time contributors: Please open a discussion post in [Discussions](https://github.com/open-webui/open-webui/discussions) and describe your changes before submitting a pull request. **Before submitting, make sure you've checked the following:** - [O ] **Target branch:** Please verify that the pull request targets the `dev` branch. - [O ] **Description:** Provide a concise description of the changes made in this pull request. - [O ] **Changelog:** Ensure a changelog entry following the format of [Keep a Changelog](https://keepachangelog.com/) is added at the bottom of the PR description. - [O ] **Documentation:** Have you updated relevant documentation [Open WebUI Docs](https://github.com/open-webui/docs), or other documentation sources? - [O] **Dependencies:** Are there any new dependencies? Have you updated the dependency versions in the documentation? - [O] **Testing:** Have you written and run sufficient tests to validate the changes? - [O] **Code review:** Have you performed a self-review of your code, addressing any coding standard issues and ensuring adherence to the project's coding standards? - [O] **Prefix:** To clearly categorize this pull request, prefix the pull request title using one of the following: - **BREAKING CHANGE**: Significant changes that may affect compatibility - **build**: Changes that affect the build system or external dependencies - **ci**: Changes to our continuous integration processes or workflows - **chore**: Refactor, cleanup, or other non-functional code changes - **docs**: Documentation update or addition - **feat**: Introduces a new feature or enhancement to the codebase - **fix**: Bug fix or error correction - **i18n**: Internationalization or localization changes - **perf**: Performance improvement - **refactor**: Code restructuring for better maintainability, readability, or scalability - **style**: Changes that do not affect the meaning of the code (white space, formatting, missing semi-colons, etc.) - **test**: Adding missing tests or correcting existing tests - **WIP**: Work in progress, a temporary label for incomplete or ongoing work # Changelog Entry ### Description - Added Oracle 23ai’s new vector search support as a supported vector database. It is expected to provide performance and stability suitable for handling large-scale documents. In addition, since it enables integration between existing business data and vectors at the database level, it is expected to offer high utility in practical use cases. ### Added - oracle 23ai vector search for additional supported vector db ### Changed - N/A ### Deprecated -N/A ### Removed - N/A ### Fixed - N/A ### Security - N/A ### Breaking Changes - N/A --- ### Additional Information - [Insert any additional context, notes, or explanations for the changes] - [Reference any related issues, commits, or other relevant information] ### Screenshots or Videos - <img width="838" height="772" alt="table description" src="https://github.com/user-attachments/assets/03bd3816-07ce-44fb-a5b1-75dd5b22ebb8" /> - <img width="1088" height="696" alt="table data" src="https://github.com/user-attachments/assets/45025e50-2b16-4ff9-8331-8f341d04ca33" /> ### Contributor License Agreement By submitting this pull request, I confirm that I have read and fully agree to the [Contributor License Agreement (CLA)](/CONTRIBUTOR_LICENSE_AGREEMENT), and I am providing my contributions under its terms. --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2026-04-20 05:12:51 -05:00

GiteaMirror closed this issue

2026-04-20 05:12:52 -05:00

GiteaMirror referenced this issue

2026-04-25 09:53:06 -05:00

[GH-ISSUE #24054] issue: why does open-webui install nvidia and other irreelvant packages and theres no way to disable it #35701

GiteaMirror referenced this issue

2026-05-06 00:16:10 -05:00

[GH-ISSUE #24054] issue: why does open-webui install nvidia and other irreelvant packages and theres no way to disable it #58839

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