Vector db phase5 #287
Merged
Vector db phase5 #287
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
- Implement PerformanceProfiler service for real-time metrics and alerting. - Implement ProductionSafeguards service with circuit breaker and resource monitoring. - Implement EnhancedCacheManager for multi-level caching and intelligent eviction. - Integrate Phase 5 services with BaseWebViewProvider for command handling and user feedback. - Add VS Code extension commands for performance monitoring and control.
- Replaces ChromaDB with LanceDB for improved performance and TypeScript support. - Adds and dependencies. - Updates to use LanceDB for local storage and faster similarity searches. - Provides fallback to if LanceDB initialization fails. - Updates documentation to reflect the migration to LanceDB.
…tegies and performance profiling - Implement advanced revalidation strategies including content-based invalidation, dependency-aware revalidation, scheduled revalidation, and git hook-based revalidation. - Introduce a performance profiler service to monitor search latency, memory usage, and error rates, enabling dynamic configuration optimization. - Add support for LanceDB as the primary vector database with fallback to SimpleVectorStore and enhanced diagnostics. - Enhance configuration management with dynamic adjustments to batch size and performance mode based on performance metrics. - Refactor and improve vector database initialization and worker management for better reliability and performance. - Update dependencies to include and , and adjust to mark them as external.
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
No description provided.