b46da1a Added DEFAULT_RAG_SETTINGS option for individual rag configuration
45ee9c3 Function: Added get knowledge by collection name and adjusted insert new knowledge to insert rag config to DB
220ad37 Function: Adjusted create new knowledge to send rag config
e3a93b2 Feature: Adjusted all necessary functions to handle individual rag configuration - fallback to default configuration if individual config is not used
Before submitting, make sure you've checked the following:
Target branch: Please verify that the pull request targets the dev branch.
Description: Provide a concise description of the changes made in this pull request.
Changelog: Ensure a changelog entry following the format of Keep a Changelog is added at the bottom of the PR description.
Documentation: Have you updated relevant documentation Open WebUI Docs, or other documentation sources?
Dependencies: Are there any new dependencies? Have you updated the dependency versions in the documentation?
Testing: Have you written and run sufficient tests to validate the changes?
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?
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
Moving the RAG settings from the general panel to an optional indivudal settings panel when creating the knowledge base - except Danger Zone functions
Backend distinguishes between the individual RAG config and the default (general -> documents)
-Admin users can download new models whereas non-admin users can select embedder/reranker from dropdown; dropdown shows already downloaded models
Added
RAG config settings in the create Knowledgebase setting with a switch to cahnge between individual and default rag config
RAG settings panel in the according Knowledgebase page to change settings later (only shows up if individual rag config is enabled)
Changed
Main changes are in retrieval.py to distinguish between default/individual; get/update rag/embedding config looks up if default rag config is used or not
Query doc handlers and chat completion file handlers changed to use the according settings
File upload minimal changes to not change the logic
Changed how rerankers and embedders are loaded in main.py - loads now from all currently loaded models (saved in DB)
Deprecated
[List any deprecated functionality or features that have been removed]
Removed
[List any removed features, files, or functionalities]
Fixed
[List any fixes, corrections, or bug fixes]
Security
[List any new or updated security-related changes, including vulnerability fixes]
Breaking Changes
BREAKING CHANGE: [List any breaking changes affecting compatibility or functionality]
Additional Information
[Insert any additional context, notes, or explanations for the changes]
[Reference any related issues, commits, or other relevant information]
Screenshots or Videos
🔄 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/14730
**Author:** [@Maytown](https://github.com/Maytown)
**Created:** 6/6/2025
**Status:** 🔄 Open
**Base:** `dev` ← **Head:** `Dev-Individual-RAG-Config`
---
### 📝 Commits (10+)
- [`b46da1a`](https://github.com/open-webui/open-webui/commit/b46da1ae868c932fd60c3c9d15b743af87e39ae3) Added DEFAULT_RAG_SETTINGS option for individual rag configuration
- [`45ee9c3`](https://github.com/open-webui/open-webui/commit/45ee9c33ade1a37f9d7283cb28a98fdcf5054900) Function: Added get knowledge by collection name and adjusted insert new knowledge to insert rag config to DB
- [`220ad37`](https://github.com/open-webui/open-webui/commit/220ad3723eecd15ed5ce392be6b87f42b9071cb4) Function: Adjusted create new knowledge to send rag config
- [`e3a93b2`](https://github.com/open-webui/open-webui/commit/e3a93b24a01d3084f162af5edd3c43f8c5927be3) Feature: Adjusted all necessary functions to handle individual rag configuration - fallback to default configuration if individual config is not used
- [`4f93577`](https://github.com/open-webui/open-webui/commit/4f93577d3dd21559ba828a9fb334ebfd501c5640) Feature: Adjusted process_chat_payload to handle individual rag config (send individual rag template)
- [`6e2155d`](https://github.com/open-webui/open-webui/commit/6e2155dd8c9fd8a1bd2f255aabc4c2bcb731f1a6) Feature: adjusted createNewKnowledge to pass individual rag config
- [`4f1c9a8`](https://github.com/open-webui/open-webui/commit/4f1c9a8c4f6de0e1e40a03eab6383d75e4c6c30d) Feature: adjusted retrieval restpoints to handle indivudal rag config - passing rag config and changing from get to post
- [`79ff995`](https://github.com/open-webui/open-webui/commit/79ff99550c16b18ea76dd6402edbb465402646f9) Feature: Added Rag Configuration to knowledge creation - if disabled falls back to default/general rag settings from documentsettings
- [`9233f1f`](https://github.com/open-webui/open-webui/commit/9233f1f848b5d04b60dac465fd99284b3a2a1fea) Merge remote-tracking branch 'upstream/dev' into Individual-RAG-Config
- [`49e4375`](https://github.com/open-webui/open-webui/commit/49e43752637a436977f1d69e9ab6006ee8bba407) FIX: adjusted to send knowledge base id for saving docs - fixed update_reranking_config to handle knowledge config by collection name
### 📊 Changes
**19 files changed** (+4936 additions, -1033 deletions)
<details>
<summary>View changed files</summary>
📝 `backend/open_webui/config.py` (+38 -0)
➕ `backend/open_webui/internal/migrations/019_add_rag_config_to_knowledge.py` (+84 -0)
📝 `backend/open_webui/main.py` (+77 -58)
📝 `backend/open_webui/migrations/versions/6a39f3d8e55c_add_knowledge_table.py` (+1 -0)
📝 `backend/open_webui/models/knowledge.py` (+47 -0)
📝 `backend/open_webui/retrieval/utils.py` (+68 -9)
📝 `backend/open_webui/routers/files.py` (+22 -7)
📝 `backend/open_webui/routers/knowledge.py` (+63 -0)
📝 `backend/open_webui/routers/memories.py` (+5 -5)
📝 `backend/open_webui/routers/retrieval.py` (+1269 -807)
➕ `backend/open_webui/test/apps/webui/routers/test_individual_rag_config.py` (+338 -0)
📝 `backend/open_webui/utils/middleware.py` (+33 -21)
📝 `src/lib/apis/files/index.ts` (+4 -1)
📝 `src/lib/apis/knowledge/index.ts` (+35 -3)
📝 `src/lib/apis/retrieval/index.ts` (+14 -6)
📝 `src/lib/components/common/Modal.svelte` (+10 -0)
📝 `src/lib/components/workspace/Knowledge/CreateKnowledgeBase.svelte` (+1389 -107)
���� `src/lib/components/workspace/Knowledge/KnowledgeBase.svelte` (+79 -9)
➕ `src/lib/components/workspace/common/RagConfigModal.svelte` (+1360 -0)
</details>
### 📄 Description
- [x] # Pull Request Checklist
**Before submitting, make sure you've checked the following:**
- [x] **Target branch:** Please verify that the pull request targets the `dev` branch.
- [x] **Description:** Provide a concise description of the changes made in this pull request.
- [x] **Changelog:** Ensure a changelog entry following the format of [Keep a Changelog](https://keepachangelog.com/) is added at the bottom of the PR description.
- [ ] **Documentation:** Have you updated relevant documentation [Open WebUI Docs](https://github.com/open-webui/docs), or other documentation sources?
- [ ] **Dependencies:** Are there any new dependencies? Have you updated the dependency versions in the documentation?
- [x] **Testing:** Have you written and run sufficient tests to validate the changes?
- [x] **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?
- [x] **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
- Moving the RAG settings from the general panel to an optional indivudal settings panel when creating the knowledge base - except Danger Zone functions
- Backend distinguishes between the individual RAG config and the default (general -> documents)
-Admin users can download new models whereas non-admin users can select embedder/reranker from dropdown; dropdown shows already downloaded models
### Added
- RAG config settings in the create Knowledgebase setting with a switch to cahnge between individual and default rag config
- RAG settings panel in the according Knowledgebase page to change settings later (only shows up if individual rag config is enabled)
### Changed
- Main changes are in retrieval.py to distinguish between default/individual; get/update rag/embedding config looks up if default rag config is used or not
- Query doc handlers and chat completion file handlers changed to use the according settings
- File upload minimal changes to not change the logic
- Changed how rerankers and embedders are loaded in main.py - loads now from all currently loaded models (saved in DB)
### Deprecated
- [List any deprecated functionality or features that have been removed]
### Removed
- [List any removed features, files, or functionalities]
### Fixed
- [List any fixes, corrections, or bug fixes]
### Security
- [List any new or updated security-related changes, including vulnerability fixes]
### Breaking Changes
- **BREAKING CHANGE**: [List any breaking changes affecting compatibility or functionality]
---
### Additional Information
- [Insert any additional context, notes, or explanations for the changes]
- [Reference any related issues, commits, or other relevant information]
### Screenshots or Videos
---
<sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>
Blocking a user prevents them from interacting with repositories, such as opening or commenting on pull requests or issues. Learn more about blocking a user.
📋 Pull Request Information
Original PR: https://github.com/open-webui/open-webui/pull/14730
Author: @Maytown
Created: 6/6/2025
Status: 🔄 Open
Base:
dev← Head:Dev-Individual-RAG-Config📝 Commits (10+)
b46da1aAdded DEFAULT_RAG_SETTINGS option for individual rag configuration45ee9c3Function: Added get knowledge by collection name and adjusted insert new knowledge to insert rag config to DB220ad37Function: Adjusted create new knowledge to send rag confige3a93b2Feature: Adjusted all necessary functions to handle individual rag configuration - fallback to default configuration if individual config is not used4f93577Feature: Adjusted process_chat_payload to handle individual rag config (send individual rag template)6e2155dFeature: adjusted createNewKnowledge to pass individual rag config4f1c9a8Feature: adjusted retrieval restpoints to handle indivudal rag config - passing rag config and changing from get to post79ff995Feature: Added Rag Configuration to knowledge creation - if disabled falls back to default/general rag settings from documentsettings9233f1fMerge remote-tracking branch 'upstream/dev' into Individual-RAG-Config49e4375FIX: adjusted to send knowledge base id for saving docs - fixed update_reranking_config to handle knowledge config by collection name📊 Changes
19 files changed (+4936 additions, -1033 deletions)
View changed files
📝
backend/open_webui/config.py(+38 -0)➕
backend/open_webui/internal/migrations/019_add_rag_config_to_knowledge.py(+84 -0)📝
backend/open_webui/main.py(+77 -58)📝
backend/open_webui/migrations/versions/6a39f3d8e55c_add_knowledge_table.py(+1 -0)📝
backend/open_webui/models/knowledge.py(+47 -0)📝
backend/open_webui/retrieval/utils.py(+68 -9)📝
backend/open_webui/routers/files.py(+22 -7)📝
backend/open_webui/routers/knowledge.py(+63 -0)📝
backend/open_webui/routers/memories.py(+5 -5)📝
backend/open_webui/routers/retrieval.py(+1269 -807)➕
backend/open_webui/test/apps/webui/routers/test_individual_rag_config.py(+338 -0)📝
backend/open_webui/utils/middleware.py(+33 -21)📝
src/lib/apis/files/index.ts(+4 -1)📝
src/lib/apis/knowledge/index.ts(+35 -3)📝
src/lib/apis/retrieval/index.ts(+14 -6)📝
src/lib/components/common/Modal.svelte(+10 -0)📝
src/lib/components/workspace/Knowledge/CreateKnowledgeBase.svelte(+1389 -107)����
src/lib/components/workspace/Knowledge/KnowledgeBase.svelte(+79 -9)➕
src/lib/components/workspace/common/RagConfigModal.svelte(+1360 -0)📄 Description
Before submitting, make sure you've checked the following:
devbranch.Changelog Entry
Description
-Admin users can download new models whereas non-admin users can select embedder/reranker from dropdown; dropdown shows already downloaded models
Added
Changed
Deprecated
Removed
Fixed
Security
Breaking Changes
Additional Information
Screenshots or Videos
🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.