feat: rag engine (#1492)

* feat: add embeddings model management (#1461)

* feat: add embeddings model management backend support

Co-Authored-By: Junyan Qin <Chin> <rockchinq@gmail.com>

* feat: add embeddings model management frontend support

Co-Authored-By: Junyan Qin <Chin> <rockchinq@gmail.com>

* chore: revert HttpClient URL to production setting

Co-Authored-By: Junyan Qin <Chin> <rockchinq@gmail.com>

* refactor: integrate embeddings models into models page with tabs

Co-Authored-By: Junyan Qin <Chin> <rockchinq@gmail.com>

* perf: move files

* perf: remove `s`

* feat: allow requester to declare supported types in manifest

* feat(embedding): delete dimension and encoding format

* feat: add extra_args for embedding moels

* perf: i18n ref

* fix: linter err

* fix: lint err

* fix: linter err

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Junyan Qin <Chin> <rockchinq@gmail.com>

* feat: add knowledge page

* feat: add api for uploading files

* kb

* delete ap

* feat: add functions

* fix: modify rag database

* feat: add embeddings model management (#1461)

* feat: add embeddings model management backend support

Co-Authored-By: Junyan Qin <Chin> <rockchinq@gmail.com>

* feat: add embeddings model management frontend support

Co-Authored-By: Junyan Qin <Chin> <rockchinq@gmail.com>

* chore: revert HttpClient URL to production setting

Co-Authored-By: Junyan Qin <Chin> <rockchinq@gmail.com>

* refactor: integrate embeddings models into models page with tabs

Co-Authored-By: Junyan Qin <Chin> <rockchinq@gmail.com>

* perf: move files

* perf: remove `s`

* feat: allow requester to declare supported types in manifest

* feat(embedding): delete dimension and encoding format

* feat: add extra_args for embedding moels

* perf: i18n ref

* fix: linter err

* fix: lint err

* fix: linter err

---------

Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Junyan Qin <Chin> <rockchinq@gmail.com>

* feat: add knowledge page

* feat: add api for uploading files

* feat: add sidebar for rag and related i18n

* feat: add knowledge base page

* feat: basic entities of kb

* feat: complete support_type for 302ai and compshare requester

* perf: format

* perf: ruff check --fix

* feat: basic definition

* feat: rag fe framework

* perf: en comments

* feat: modify the rag.py

* perf: definitions

* fix: success method bad params

* fix: bugs

* fix: bug

* feat: kb dialog action

* fix: create knwoledge base issue

* fix: kb get api format

* fix: kb get api not contains model uuid

* fix: api bug

* fix: the fucking logger

* feat(fe): component for available apis

* fix: embbeding and chunking

* fix: ensure File.status is set correctly after storing data to avoid null values

* fix: add functions for deleting files

* feat(fe): file uploading

* perf: adjust ui

* fix: file be deleted twice

* feat(fe): complete kb ui

* fix: ui bugs

* fix: no longer require Query for invoking embedding

* feat: add embedder

* fix: delete embedding models file

* chore: stash

* chore: stash

* feat(rag): make embedding and retrieving available

* feat(rag): all APIs ok

* fix: delete utils

* feat: rag pipeline backend

* feat: combine kb with pipeline

* fix: .md file parse failed

* perf: debug output

* feat: add functions for frontend of kb

* perf(rag): ui and related apis

* perf(rag): use badge show doc status

* perf: open kb detail dialog after creating

* fix: linter error

* deps: remove sentence-transformers

* perf: description of default pipeline

* feat: add html and epub

* chore: no longer supports epub

---------

Co-authored-by: devin-ai-integration[bot] <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: WangCham <651122857@qq.com>

web/package.json

@@ -23,6 +23,7 @@
     "@hookform/resolvers": "^5.0.1",
     "@radix-ui/react-checkbox": "^1.3.1",
     "@radix-ui/react-dialog": "^1.1.14",
+    "@radix-ui/react-dropdown-menu": "^2.1.15",
     "@radix-ui/react-hover-card": "^1.1.13",
     "@radix-ui/react-label": "^2.1.6",
     "@radix-ui/react-popover": "^1.1.14",
@@ -36,6 +37,7 @@
     "@radix-ui/react-toggle-group": "^1.1.9",
     "@radix-ui/react-tooltip": "^1.2.7",
     "@tailwindcss/postcss": "^4.1.5",
+    "@tanstack/react-table": "^8.21.3",
     "axios": "^1.8.4",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",