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* refactor: Implement modular candle-binding architecture (#254)
- Restructure codebase into modular layers (core/, ffi/, model_architectures/, classifiers/)
- Add unified error handling and configuration loading systems
- Implement dual-path architecture for traditional and LoRA models
- Add comprehensive FFI layer with memory safety
Maintains backward compatibility while enabling future model integrations.
refactor: Implement modular candle-binding architecture
- Restructure codebase into modular layers (core/, ffi/, model_architectures/, classifiers/)
- Add unified error handling and configuration loading systems
- Implement dual-path architecture for traditional and LoRA models
- Add comprehensive FFI layer with memory safety
Maintains backward compatibility while enabling future model integrations.
Signed-off-by: OneZero-Y <aukovyps@163.com>
* feat:unit tests for candle refactoring (#296)
feat:unit tests for candle refactoring
feat:unit tests for candle refactoring
Signed-off-by: OneZero-Y <aukovyps@163.com>
Signed-off-by: Huamin Chen <hchen@redhat.com>
* feat:support for two long-context embedding models (Qwen3-Embedding-0.6B and EmbeddingGemma-300M) (#453)
feat:support for two long-context embedding models (Qwen3-Embedding-0.6B and EmbeddingGemma-300M)
Signed-off-by: OneZero-Y <aukovyps@163.com>
Signed-off-by: Huamin Chen <hchen@redhat.com>
* fix:Implement Comprehensive Rayon Parallelization for LoRA Classifiers (#464)
Signed-off-by: OneZero-Y <aukovyps@163.com>
Signed-off-by: Huamin Chen <hchen@redhat.com>
* fix:Improve rust unit test and optimize concurrent tests with rayon (#471)
- Add 6 new unit test files
- Replace std::thread::spawn with rayon::par_iter
Signed-off-by: OneZero-Y <aukovyps@163.com>
Signed-off-by: Huamin Chen <hchen@redhat.com>
* fix: resolve syntax errors after rebase
Signed-off-by: Huamin Chen <hchen@redhat.com>
* add additional update
Signed-off-by: Huamin Chen <hchen@redhat.com>
* Change label count params to c_int (#494)
Signed-off-by: carlory <baofa.fan@daocloud.io>
* update embedding setting in config (#489)
Signed-off-by: Huamin Chen <hchen@redhat.com>
* make CUDA and Flash Attention 2 optional features (#511)
Signed-off-by: OneZero-Y <aukovyps@163.com>
* fix: Fix duplicate UNIFIED_CLASSIFIER definition and optimize lock contention (#516)
- Remove duplicate UNIFIED_CLASSIFIER global state
- Optimize PARALLEL_LORA_ENGINE lock contention by using Arc clone
Signed-off-by: OneZero-Y <aukovyps@163.com>
* Merge main to candle refactoring (#523)
* Update test description from Math to General (#483)
Signed-off-by: carlory <baofa.fan@daocloud.io>
* feat: add HuggingChat support (#477)
* add chat ui to dashboard and docker compose & refactor dashboard/backend/
Signed-off-by: JaredforReal <w13431838023@gmail.com>
* try fix network error
Signed-off-by: JaredforReal <w13431838023@gmail.com>
* more
---------
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Co-authored-by: bitliu <bitliu@tencent.com>
* project: 2025 Q4 roadmap (#487)
* project: q4 roadmap
* project: q4 roadmap
* project: q4 roadmap
* more
* more
* more
* more
* feat: add shelleck precommit hook (#488)
* feat: add shelleck precommit hook
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
* feat: add shelleck precommit hook
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
* feat: add shelleck precommit hook
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
---------
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
* project: add q4 roadmap news (#495)
* fix missing shellcheck in pre-commit image (#497)
Signed-off-by: carlory <baofa.fan@daocloud.io>
* infra: update tools (#501)
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
* feat(demo): enhance OpenShift demo scripts with improved UX (#478)
- Reduce model selection test to 4 categories (2×Model-A, 2×Model-B)
- Add new "Classification Examples" option calling curl-examples.sh
- Update reasoning examples to avoid cache hits from previous tests
- Remove benign examples from PII and Jailbreak tests (show only attacks)
- Enhance live-semantic-router-logs.sh with better color visibility:
- Fix duplicate "WITH SCORE" text in classification output
- Fix CACHE HIT background color extending over timestamp
- Distinguish reasoning enabled vs disabled messages
- Remove redundant "(standard routing)" text
- Add background colors for Model-A/Model-B routing display
These improvements make the live demo clearer and more impactful for
presentations and demonstrations.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Signed-off-by: Yossi Ovadia <yovadia@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
* fix: fix precommit Argument list too long error (#502)
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
* feat: enforce milvus dial timeout if set (#503)
Signed-off-by: cryo <zdtna412@gmail.com>
* Add IETF draft publication: Multi-Provider Extensions for Agentic AI Inference APIs (#506)
* Initial plan
* Add new IETF draft publication for Multi-Provider Extensions for Agentic AI Inference APIs
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
---------
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
* Allow semantic cache similarity threshold to be set at the category level (#493)
* Initial plan
* Add category-level cache settings: enabled and similarity_threshold
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
* Add comprehensive tests for category-level cache settings
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
* Update config files and documentation for category-level cache settings
- Updated 7 config YAML files (development, production, testing, e2e, and 3 recipes) with commented examples of category-level cache settings
- Added comprehensive documentation section explaining category-level cache configuration
- Updated semantic cache overview and in-memory cache docs with category-level examples
- Added best practices for threshold selection and privacy considerations
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
* Remove duplicate code in FindSimilar functions
Refactored FindSimilar() to delegate to FindSimilarWithThreshold() with default threshold instead of duplicating the entire implementation. This eliminates 226 lines of duplicate code across inmemory_cache.go and milvus_cache.go.
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
* Update src/semantic-router/pkg/extproc/request_handler.go
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* Revert changes from unsigned commit ae39fe2
Restored the classificationText empty check that was removed in the previous commit.
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
---------
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
Co-authored-by: Huamin Chen <rootfs@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* Allow jailbreak detection and threshold to be configured at the category level (#508)
* Initial plan
* Add category-level jailbreak detection configuration
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Add documentation for category-level jailbreak settings
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Update documentation for category-level jailbreak detection
- Add category-level jailbreak configuration to jailbreak-protection.md
- Update category configuration docs with jailbreak_enabled parameter
- Add security-focused configuration example
- Update global configuration docs with category override notes
- Update README to mention fine-grained security control
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Add category-level jailbreak threshold configuration
- Add JailbreakThreshold field to Category struct
- Add GetJailbreakThresholdForCategory helper method
- Create CheckForJailbreakWithThreshold and AnalyzeContentForJailbreakWithThreshold methods
- Update performSecurityChecks to use category-specific threshold
- Add 5 comprehensive tests for threshold configuration
- Update example configs with threshold tuning examples
- Update documentation with threshold configuration and tuning guidelines
- Add threshold tuning guide with recommendations for different category types
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
---------
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Allow PII detection threshold to be set at the category level (#510)
* Initial plan
* Add category-level PII threshold support
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Update documentation with API integration notes
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Fix markdown linting issues
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
---------
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Fix: The caller information points to the wrapper function instead of the actual call location (#518)
Signed-off-by: carlory <baofa.fan@daocloud.io>
* feat: Implement hybrid cache that use in-memory index and milvus based doc store (#504)
* feat: add HNSW index to inmemory semantic cache and implement hybrid cache that use in-memory index and milvus based doc store
Signed-off-by: Huamin Chen <hchen@redhat.com>
* chore: run go mod tidy to clean up module dependencies
Signed-off-by: Huamin Chen <hchen@redhat.com>
* conditionally build candle cuda support
Signed-off-by: Huamin Chen <hchen@redhat.com>
* rebuild index upon restart
Signed-off-by: Huamin Chen <hchen@redhat.com>
* precommit fix
Signed-off-by: Huamin Chen <hchen@redhat.com>
* fix precommit
Signed-off-by: Huamin Chen <hchen@redhat.com>
* fix precommit
Signed-off-by: Huamin Chen <hchen@redhat.com>
* fix precommit
Signed-off-by: Huamin Chen <hchen@redhat.com>
* disable cuda build on ci
Signed-off-by: Huamin Chen <hchen@redhat.com>
* review feedback
Signed-off-by: Huamin Chen <hchen@redhat.com>
* review feedback
Signed-off-by: Huamin Chen <hchen@redhat.com>
* review feedback
Signed-off-by: Huamin Chen <hchen@redhat.com>
* review feedback
Signed-off-by: Huamin Chen <hchen@redhat.com>
---------
Signed-off-by: Huamin Chen <hchen@redhat.com>
---------
Signed-off-by: carlory <baofa.fan@daocloud.io>
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
Signed-off-by: Yossi Ovadia <yovadia@redhat.com>
Signed-off-by: cryo <zdtna412@gmail.com>
Signed-off-by: Huamin Chen <hchen@redhat.com>
Co-authored-by: 杨朱 · Kiki <baofa.fan@daocloud.io>
Co-authored-by: Jared <w13431838023@gmail.com>
Co-authored-by: bitliu <bitliu@tencent.com>
Co-authored-by: shown <yuluo08290126@gmail.com>
Co-authored-by: Yossi Ovadia <yovadia@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: cryo <zdtna412@gmail.com>
Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Candle refactoring to main (#524)
* Update test description from Math to General (#483)
Signed-off-by: carlory <baofa.fan@daocloud.io>
* feat: add HuggingChat support (#477)
* add chat ui to dashboard and docker compose & refactor dashboard/backend/
Signed-off-by: JaredforReal <w13431838023@gmail.com>
* try fix network error
Signed-off-by: JaredforReal <w13431838023@gmail.com>
* more
---------
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Co-authored-by: bitliu <bitliu@tencent.com>
* project: 2025 Q4 roadmap (#487)
* project: q4 roadmap
* project: q4 roadmap
* project: q4 roadmap
* more
* more
* more
* more
* feat: add shelleck precommit hook (#488)
* feat: add shelleck precommit hook
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
* feat: add shelleck precommit hook
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
* feat: add shelleck precommit hook
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
---------
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
* project: add q4 roadmap news (#495)
* fix missing shellcheck in pre-commit image (#497)
Signed-off-by: carlory <baofa.fan@daocloud.io>
* infra: update tools (#501)
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
* feat(demo): enhance OpenShift demo scripts with improved UX (#478)
- Reduce model selection test to 4 categories (2×Model-A, 2×Model-B)
- Add new "Classification Examples" option calling curl-examples.sh
- Update reasoning examples to avoid cache hits from previous tests
- Remove benign examples from PII and Jailbreak tests (show only attacks)
- Enhance live-semantic-router-logs.sh with better color visibility:
- Fix duplicate "WITH SCORE" text in classification output
- Fix CACHE HIT background color extending over timestamp
- Distinguish reasoning enabled vs disabled messages
- Remove redundant "(standard routing)" text
- Add background colors for Model-A/Model-B routing display
These improvements make the live demo clearer and more impactful for
presentations and demonstrations.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Signed-off-by: Yossi Ovadia <yovadia@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
* fix: fix precommit Argument list too long error (#502)
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
* feat: enforce milvus dial timeout if set (#503)
Signed-off-by: cryo <zdtna412@gmail.com>
* Add IETF draft publication: Multi-Provider Extensions for Agentic AI Inference APIs (#506)
* Initial plan
* Add new IETF draft publication for Multi-Provider Extensions for Agentic AI Inference APIs
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
---------
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
* Allow semantic cache similarity threshold to be set at the category level (#493)
* Initial plan
* Add category-level cache settings: enabled and similarity_threshold
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
* Add comprehensive tests for category-level cache settings
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
* Update config files and documentation for category-level cache settings
- Updated 7 config YAML files (development, production, testing, e2e, and 3 recipes) with commented examples of category-level cache settings
- Added comprehensive documentation section explaining category-level cache configuration
- Updated semantic cache overview and in-memory cache docs with category-level examples
- Added best practices for threshold selection and privacy considerations
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
* Remove duplicate code in FindSimilar functions
Refactored FindSimilar() to delegate to FindSimilarWithThreshold() with default threshold instead of duplicating the entire implementation. This eliminates 226 lines of duplicate code across inmemory_cache.go and milvus_cache.go.
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
* Update src/semantic-router/pkg/extproc/request_handler.go
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* Revert changes from unsigned commit ae39fe2
Restored the classificationText empty check that was removed in the previous commit.
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
---------
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
Co-authored-by: Huamin Chen <rootfs@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* Allow jailbreak detection and threshold to be configured at the category level (#508)
* Initial plan
* Add category-level jailbreak detection configuration
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Add documentation for category-level jailbreak settings
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Update documentation for category-level jailbreak detection
- Add category-level jailbreak configuration to jailbreak-protection.md
- Update category configuration docs with jailbreak_enabled parameter
- Add security-focused configuration example
- Update global configuration docs with category override notes
- Update README to mention fine-grained security control
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Add category-level jailbreak threshold configuration
- Add JailbreakThreshold field to Category struct
- Add GetJailbreakThresholdForCategory helper method
- Create CheckForJailbreakWithThreshold and AnalyzeContentForJailbreakWithThreshold methods
- Update performSecurityChecks to use category-specific threshold
- Add 5 comprehensive tests for threshold configuration
- Update example configs with threshold tuning examples
- Update documentation with threshold configuration and tuning guidelines
- Add threshold tuning guide with recommendations for different category types
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
---------
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Allow PII detection threshold to be set at the category level (#510)
* Initial plan
* Add category-level PII threshold support
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Update documentation with API integration notes
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Fix markdown linting issues
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
---------
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Fix: The caller information points to the wrapper function instead of the actual call location (#518)
Signed-off-by: carlory <baofa.fan@daocloud.io>
* feat: Implement hybrid cache that use in-memory index and milvus based doc store (#504)
* feat: add HNSW index to inmemory semantic cache and implement hybrid cache that use in-memory index and milvus based doc store
Signed-off-by: Huamin Chen <hchen@redhat.com>
* chore: run go mod tidy to clean up module dependencies
Signed-off-by: Huamin Chen <hchen@redhat.com>
* conditionally build candle cuda support
Signed-off-by: Huamin Chen <hchen@redhat.com>
* rebuild index upon restart
Signed-off-by: Huamin Chen <hchen@redhat.com>
* precommit fix
Signed-off-by: Huamin Chen <hchen@redhat.com>
* fix precommit
Signed-off-by: Huamin Chen <hchen@redhat.com>
* fix precommit
Signed-off-by: Huamin Chen <hchen@redhat.com>
* fix precommit
Signed-off-by: Huamin Chen <hchen@redhat.com>
* disable cuda build on ci
Signed-off-by: Huamin Chen <hchen@redhat.com>
* review feedback
Signed-off-by: Huamin Chen <hchen@redhat.com>
* review feedback
Signed-off-by: Huamin Chen <hchen@redhat.com>
* review feedback
Signed-off-by: Huamin Chen <hchen@redhat.com>
* review feedback
Signed-off-by: Huamin Chen <hchen@redhat.com>
---------
Signed-off-by: Huamin Chen <hchen@redhat.com>
---------
Signed-off-by: carlory <baofa.fan@daocloud.io>
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
Signed-off-by: Yossi Ovadia <yovadia@redhat.com>
Signed-off-by: cryo <zdtna412@gmail.com>
Signed-off-by: Huamin Chen <hchen@redhat.com>
Co-authored-by: 杨朱 · Kiki <baofa.fan@daocloud.io>
Co-authored-by: Jared <w13431838023@gmail.com>
Co-authored-by: bitliu <bitliu@tencent.com>
Co-authored-by: shown <yuluo08290126@gmail.com>
Co-authored-by: Yossi Ovadia <yovadia@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: cryo <zdtna412@gmail.com>
Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Merge candle refactoring 3 (#525)
* Update test description from Math to General (#483)
Signed-off-by: carlory <baofa.fan@daocloud.io>
* feat: add HuggingChat support (#477)
* add chat ui to dashboard and docker compose & refactor dashboard/backend/
Signed-off-by: JaredforReal <w13431838023@gmail.com>
* try fix network error
Signed-off-by: JaredforReal <w13431838023@gmail.com>
* more
---------
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Co-authored-by: bitliu <bitliu@tencent.com>
* project: 2025 Q4 roadmap (#487)
* project: q4 roadmap
* project: q4 roadmap
* project: q4 roadmap
* more
* more
* more
* more
* feat: add shelleck precommit hook (#488)
* feat: add shelleck precommit hook
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
* feat: add shelleck precommit hook
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
* feat: add shelleck precommit hook
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
---------
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
* project: add q4 roadmap news (#495)
* fix missing shellcheck in pre-commit image (#497)
Signed-off-by: carlory <baofa.fan@daocloud.io>
* infra: update tools (#501)
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
* feat(demo): enhance OpenShift demo scripts with improved UX (#478)
- Reduce model selection test to 4 categories (2×Model-A, 2×Model-B)
- Add new "Classification Examples" option calling curl-examples.sh
- Update reasoning examples to avoid cache hits from previous tests
- Remove benign examples from PII and Jailbreak tests (show only attacks)
- Enhance live-semantic-router-logs.sh with better color visibility:
- Fix duplicate "WITH SCORE" text in classification output
- Fix CACHE HIT background color extending over timestamp
- Distinguish reasoning enabled vs disabled messages
- Remove redundant "(standard routing)" text
- Add background colors for Model-A/Model-B routing display
These improvements make the live demo clearer and more impactful for
presentations and demonstrations.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Signed-off-by: Yossi Ovadia <yovadia@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
* fix: fix precommit Argument list too long error (#502)
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
* feat: enforce milvus dial timeout if set (#503)
Signed-off-by: cryo <zdtna412@gmail.com>
* Add IETF draft publication: Multi-Provider Extensions for Agentic AI Inference APIs (#506)
* Initial plan
* Add new IETF draft publication for Multi-Provider Extensions for Agentic AI Inference APIs
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
---------
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
* Allow semantic cache similarity threshold to be set at the category level (#493)
* Initial plan
* Add category-level cache settings: enabled and similarity_threshold
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
* Add comprehensive tests for category-level cache settings
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
* Update config files and documentation for category-level cache settings
- Updated 7 config YAML files (development, production, testing, e2e, and 3 recipes) with commented examples of category-level cache settings
- Added comprehensive documentation section explaining category-level cache configuration
- Updated semantic cache overview and in-memory cache docs with category-level examples
- Added best practices for threshold selection and privacy considerations
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
* Remove duplicate code in FindSimilar functions
Refactored FindSimilar() to delegate to FindSimilarWithThreshold() with default threshold instead of duplicating the entire implementation. This eliminates 226 lines of duplicate code across inmemory_cache.go and milvus_cache.go.
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
* Update src/semantic-router/pkg/extproc/request_handler.go
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* Revert changes from unsigned commit ae39fe2
Restored the classificationText empty check that was removed in the previous commit.
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
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Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: rootfs <7062400+rootfs@users.noreply.github.com>
Co-authored-by: Huamin Chen <rootfs@users.noreply.github.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* Allow jailbreak detection and threshold to be configured at the category level (#508)
* Initial plan
* Add category-level jailbreak detection configuration
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Add documentation for category-level jailbreak settings
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Update documentation for category-level jailbreak detection
- Add category-level jailbreak configuration to jailbreak-protection.md
- Update category configuration docs with jailbreak_enabled parameter
- Add security-focused configuration example
- Update global configuration docs with category override notes
- Update README to mention fine-grained security control
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Add category-level jailbreak threshold configuration
- Add JailbreakThreshold field to Category struct
- Add GetJailbreakThresholdForCategory helper method
- Create CheckForJailbreakWithThreshold and AnalyzeContentForJailbreakWithThreshold methods
- Update performSecurityChecks to use category-specific threshold
- Add 5 comprehensive tests for threshold configuration
- Update example configs with threshold tuning examples
- Update documentation with threshold configuration and tuning guidelines
- Add threshold tuning guide with recommendations for different category types
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
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Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Allow PII detection threshold to be set at the category level (#510)
* Initial plan
* Add category-level PII threshold support
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Update documentation with API integration notes
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Fix markdown linting issues
Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
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Co-authored-by: Xunzhuo <48784001+Xunzhuo@users.noreply.github.com>
* Fix: The caller information points to the wrapper function instead of the actual call location (#518)
Signed-off-by: carlory <baofa.fan@daocloud.io>
* feat: Implement hybrid cache that use in-memory index and milvus based doc store (#504)
* feat: add HNSW index to inmemory semantic cache and implement hybrid cache that use in-memory index and milvus based doc store
Signed-off-by: Huamin Chen <hchen@redhat.com>
* chore: run go mod tidy to clean up module dependencies
Signed-off-by: Huamin Chen <hchen@redhat.com>
* conditionally build candle cuda support
Signed-off-by: Huamin Chen <hchen@redhat.com>
* rebuild index upon restart
Signed-off-by: Huamin Chen <hchen@redhat.com>
* precommit fix
Signed-off-by: Huamin Chen <hchen@redhat.com>
* fix precommit
Signed-off-by: Huamin Chen <hchen@redhat.com>
* fix precommit
Signed-off-by: Huamin Chen <hchen@redhat.com>
* fix precommit
Signed-off-by: Huamin Chen <hchen@redhat.com>
* disable cuda build on ci
Signed-off-by: Huamin Chen <hchen@redhat.com>
* review feedback
Signed-off-by: Huamin Chen <hchen@redhat.com>
* review feedback
Signed-off-by: Huamin Chen <hchen@redhat.com>
* review feedback
Signed-off-by: Huamin Chen <hchen@redhat.com>
* review feedback
Signed-off-by: Huamin Chen <hchen@redhat.com>
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Signed-off-by: Huamin Chen <hchen@redhat.com>
* merge main to feat branch
Signed-off-by: Huamin Chen <hchen@redhat.com>
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Signed-off-by: carlory <baofa.fan@daocloud.io>
Signed-off-by: JaredforReal <w13431838023@gmail.com>
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Signed-off-by: Yossi Ovadia <yovadia@redhat.com>
Signed-off-by: cryo <zdtna412@gmail.com>
Signed-off-by: Huamin Chen <hchen@redhat.com>
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Co-authored-by: Jared <w13431838023@gmail.com>
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Co-authored-by: shown <yuluo08290126@gmail.com>
Co-authored-by: Yossi Ovadia <yovadia@redhat.com>
Co-authored-by: Claude <noreply@anthropic.com>
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* chore: fix unit test (#527)
* chore: fix unit test
Signed-off-by: Huamin Chen <hchen@redhat.com>
* fix go vet
Signed-off-by: Huamin Chen <hchen@redhat.com>
* fix ci
Signed-off-by: Huamin Chen <hchen@redhat.com>
* fix ci
Signed-off-by: Huamin Chen <hchen@redhat.com>
* split test-binding to two stages on ci
Signed-off-by: Huamin Chen <hchen@redhat.com>
* ignore test failure due to embeddinggemma restriction
Signed-off-by: Huamin Chen <hchen@redhat.com>
* reorder ci test sequences to avoid missing models
Signed-off-by: Huamin Chen <hchen@redhat.com>
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Signed-off-by: Huamin Chen <hchen@redhat.com>
* refactor: Replace lazy_static with OnceLock for zero-cost concurrent reads based on review (#528)
* refactor: Replace lazy_static with OnceLock for zero-cost concurrent reads based on review #266 (comment)
Signed-off-by: Huamin Chen <hchen@redhat.com>
* update tests
Signed-off-by: Huamin Chen <hchen@redhat.com>
---------
Signed-off-by: Huamin Chen <hchen@redhat.com>
* chore: fix lint error (#530)
Signed-off-by: Huamin Chen <hchen@redhat.com>
* Fix lint error2 (#531)
* chore: fix lint error
Signed-off-by: Huamin Chen <hchen@redhat.com>
* chore: fix lint error
Signed-off-by: Huamin Chen <hchen@redhat.com>
---------
Signed-off-by: Huamin Chen <hchen@redhat.com>
---------
Signed-off-by: OneZero-Y <aukovyps@163.com>
Signed-off-by: Huamin Chen <hchen@redhat.com>
Signed-off-by: carlory <baofa.fan@daocloud.io>
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Signed-off-by: yuluo-yx <yuluo08290126@gmail.com>
Signed-off-by: Yossi Ovadia <yovadia@redhat.com>
Signed-off-by: cryo <zdtna412@gmail.com>
Co-authored-by: OneZero-Y <aukovyps@163.com>
Co-authored-by: 杨朱 · Kiki <baofa.fan@daocloud.io>
Co-authored-by: Jared <w13431838023@gmail.com>
Co-authored-by: bitliu <bitliu@tencent.com>
Co-authored-by: shown <yuluo08290126@gmail.com>
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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
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