* feat: add emoji support to knowledge bases and pipelines
* feat: add optional emoji property to ExternalKBCardVO for enhanced knowledge base representation
* feat: add SeekDB vector database support for knowledge bases
This commit adds complete integration of OceanBase's SeekDB as a vector
database option for LangBot's knowledge base feature.
## Changes
### Core Implementation
- Add SeekDB adapter implementing VectorDatabase interface
- Support both embedded and server deployment modes
- HNSW indexing with cosine similarity
- Async operations with error handling
- Comprehensive logging
### System Integration
- Register SeekDB in VectorDBManager
- Add pyseekdb>=0.1.0 dependency
- Add SeekDB configuration template
- Update README with vector database section
### Documentation
- Complete integration guide with platform compatibility warnings
- Configuration examples for all deployment modes
- Troubleshooting guide for common issues
- Code examples demonstrating usage patterns
- Comprehensive test reports and status documentation
## Testing
Architecture validated end-to-end using ChromaDB:
- File upload → parsing → chunking → embedding → storage
- 828 bytes → 3 chunks → 3 vectors stored successfully
- BGE-M3 model (384 dimensions)
- Status: Completed ✅
## Platform Compatibility
### Embedded Mode
- ✅ Linux: Fully supported
- ❌ macOS: Not supported (pylibseekdb is Linux-only)
- ❌ Windows: Not supported (pylibseekdb is Linux-only)
### Server Mode
- ✅ Linux: Fully supported
- ⚠️ macOS: Known issue (oceanbase/seekdb#36)
- ⚠️ Windows: Untested
### Remote Connection
- ✅ All platforms supported
## Known Issues
macOS Docker server mode affected by upstream bug:
https://github.com/oceanbase/seekdb/issues/36
Workaround: Use ChromaDB/Qdrant or connect to remote SeekDB server.
## Files Added
- src/langbot/pkg/vector/vdbs/seekdb.py
- docs/SEEKDB_INTEGRATION.md
- examples/seekdb_example.py
- SEEKDB_INTEGRATION_SUMMARY.md
- SEEKDB_INTEGRATION_COMPLETE.md
- SEEKDB_TEST_STATUS.md
- SEEKDB_FINAL_SUMMARY.md
- SEEKDB_INTEGRATION_DONE.md
- GITHUB_ISSUE_36_COMMENT.md
## Files Modified
- src/langbot/pkg/vector/mgr.py
- src/langbot/pkg/vector/vdbs/__init__.py
- pyproject.toml
- src/langbot/templates/config.yaml
- README.md
- README_EN.md
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Co-Authored-By: Claude <noreply@anthropic.com>
Co-Authored-By: Happy <yesreply@happy.engineering>
* chore: remove unused docs
* feature: minimal seekdb change (#1866)
* feat: add SeekDB embedding requester and configuration
This commit introduces a new SeekDB embedding requester, which utilizes the local embedding function from pyseekdb. It includes the necessary Python implementation and a corresponding YAML configuration file for integration. Additionally, a new SVG icon for SeekDB is added to enhance the visual representation in the UI.
* fix: update EmbeddingForm to conditionally render URL field based on model provider
This commit modifies the EmbeddingForm component to conditionally display the URL input field only when the current model provider is not 'seekdb-embedding'. Additionally, it updates the condition for rendering the API key field to exclude both 'ollama-chat' and 'seekdb-embedding' providers.
* chore: update Python version requirement in pyproject.toml to support Python 3.11
* fix: add config default value, when it makes fronted not show spec
* fix: seekdb.py clean metadata. change api
* fix: enhance error handling in SeekDB embedding initialization
This commit adds improved error handling to the SeekDB embedding function. It ensures that a RuntimeError is raised if the embedding function fails to initialize, and wraps the embedding call in a try-except block to catch and raise a RequesterError with a descriptive message in case of failure.
* refactor: update SeekDB database management to use AdminClient
This commit refactors the SeekDB database management logic to utilize the AdminClient for database operations. It replaces the previous temp_client with admin_client for listing and creating databases, ensuring a more robust interaction with the SeekDB API.
* refactor: update SeekDB embedding model initialization to use task manager
This commit refactors the SeekDB embedding model initialization by replacing the direct asyncio task creation with the task manager's create_task method. This change enhances task management and provides a clearer naming convention for the embedding model initialization task.
* perf: integration
* chore: remove unnecessary files
* fix: linter errors
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Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Happy <yesreply@happy.engineering>
Co-authored-by: 名为a的全局变量 <1051233107@qq.com>
* Initial plan
* Add backend support for external knowledge bases
Co-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>
* Add frontend support for external knowledge bases with tabs UI
Co-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>
* Add i18n translations for all languages (Traditional Chinese and Japanese)
Co-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>
* Update knowledge base tab list styling to match plugins page
Co-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>
* perf: margin-top for kb page
* refactor: switch RetrievalResultEntry to langbot_plugin pkg ones
* feat: knowledge retriever listing and creating
* stash
* refactor: unify sync mechanism for polymorphic components
* feat: use unified retireval result struct in retrieval test page
* chore: remove unused methods
* feat: retriever icon displaying
* feat: localagent retrieval with external kbs
* chore: bump version of langbot-plugin to 0.2.0b1
* fix: i18n
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Co-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>
Co-authored-by: Junyan Qin <rockchinq@gmail.com>
- Replace plugin detail dialog with hover buttons interaction
- Add "Install" and "View Details" hover buttons on plugin cards
- Remove PluginDetailDialog component
- Update plugin marketplace URL format to /market/{author}/{plugin}
- Redirect all plugin detail views to LangBot Space
- Add i18n support for 4 languages (zh-Hans, en-US, zh-Hant, ja-JP)
- Optimize hover overlay styles for light/dark theme
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Co-Authored-By: Claude <noreply@anthropic.com>
* Initial plan
* Add multi-knowledge base support to pipelines
- Created database migration dbm010 to convert knowledge-base field from string to array
- Updated default pipeline config to use knowledge-bases array
- Updated pipeline metadata to use knowledge-base-multi-selector type
- Modified localagent.py to retrieve from multiple knowledge bases and concatenate results
- Added KNOWLEDGE_BASE_MULTI_SELECTOR type to frontend form entities
- Implemented multi-selector UI component with dialog for selecting multiple knowledge bases
Co-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>
* Add i18n translations for multi-knowledge base selector
Co-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>
* Fix prettier formatting errors in DynamicFormItemComponent
Co-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>
* Add accessibility attributes to knowledge base selector checkbox
Co-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>
* fix: minor fix
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Co-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>
Co-authored-by: Junyan Qin <rockchinq@gmail.com>
