Dev #112
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Dev #112
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This commit introduces the SimilaritySearchStrategy class, which enables memory searches based on semantic similarity using vector embeddings. The implementation includes detailed docstrings for methods and attributes, enhancing code clarity. Additionally, a validation suite is added to test the functionality of the similarity search strategy, covering various query types, metadata filters, and edge cases to ensure robustness and accuracy in search results.
…reamline code and improve maintainability.
This commit introduces a new ChecksumVersion enum and a ChecksumConfig dataclass to manage checksum generation and validation configurations. The generate_checksum function is updated to support different versions, incremental processing for large memory entries, and metadata inclusion. The validate_checksum and add_checksum_to_memory functions are also modified to utilize the new configuration options. Additionally, comprehensive tests are added to validate the new features and ensure robustness.
…ng and logging This commit refines the memory entry storage process in the RedisIMStore class by improving error handling for Redis operations. It introduces specific exceptions for memory retrieval, storage, update, and validation errors, enhancing clarity and maintainability. Additionally, the Lua scripting implementation is wrapped in a try-except block to catch and log various Redis-related errors, ensuring robust error propagation. The pipeline execution method is also updated to return a success status based on command results, improving reliability in batch operations.
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Pull Request Overview
This pull request introduces several improvements spanning enhanced checksum functionality with versioning and incremental processing, improved error handling and logging for Redis storage, and additional tests for similarity search and checksum utilities.
- Enhanced checksum generation and validation with new configuration and versioning
- Improved error handling in Redis storage with additional exception catches and fallback logic
- Added test suites and refactored utility functions for better readability and maintainability
Reviewed Changes
Copilot reviewed 12 out of 12 changed files in this pull request and generated 3 comments.
Show a summary per file
| File | Description |
|---|---|
| validation/search/similarity/similarity_test_suite.py | New comprehensive test suite for similarity search |
| validation/demo_utils.py | Removal of an unused random state generator |
| tests/test_checksums.py | Added tests for checksum versioning and incremental mode |
| tests/storage/mockredis/test_mockredis_integration.py | Updated integration test to force fallback in MockRedis |
| memory/utils/redis_utils.py | Minor formatting adjustments for consistency |
| memory/utils/error_handling.py | Added memory-specific exception classes |
| memory/utils/create_memory_system.py | New utility for creating and configuring the memory system |
| memory/utils/checksums.py | Updated checksum generation/validation with new config |
| memory/storage/redis_im.py | Updated Redis IM storage with improved retry and error-handling |
| memory/storage/mockredis/pipeline.py | Modified pipeline execute logic to return boolean results |
| memory/search/strategies/similarity.py | Minor formatting adjustments and enhanced logging |
Co-authored-by: Copilot <[email protected]>
Co-authored-by: Copilot <[email protected]>
This commit adds validation for the chunk_size parameter in the generate_checksum function, ensuring it is an integer and a positive value if provided. This improvement enhances error handling and input validation for checksum generation.
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Pull Request Overview
This pull request enhances memory storage and checksum handling by introducing a versioned, incremental checksum mechanism, improved error handling and logging, and additional tests to verify functionality. Key updates include:
- Enhanced checksum generation and validation with support for custom configuration and incremental processing.
- Improved error handling and logging in Redis storage, including detailed fallback and exception management.
- Refactoring and formatting improvements across several modules, alongside the removal of unused utilities.
Reviewed Changes
Copilot reviewed 12 out of 12 changed files in this pull request and generated no comments.
Show a summary per file
| File | Description |
|---|---|
| validation/search/similarity/similarity_test_suite.py | Added a comprehensive test suite for similarity search strategy. |
| validation/demo_utils.py | Removed the unused generate_random_state function for cleaner demo utility code. |
| tests/test_checksums.py | Extended tests to cover type validation, versioning, and incremental checksum behavior. |
| tests/storage/mockredis/test_mockredis_integration.py | Adjusted integration tests to force pipeline fallback in mockredis usage. |
| memory/utils/redis_utils.py | Minor reordering and formatting adjustments for consistent imports. |
| memory/utils/error_handling.py | Introduced new Memory-specific exception classes for more granulated error control. |
| memory/utils/create_memory_system.py | Added a configurable memory system creator with improved deletion logic and logging. |
| memory/utils/checksums.py | Updated checksum functions to support versioning, metadata inclusion, and incremental processing. |
| memory/storage/redis_im.py | Enhanced error handling in Lua scripting and pipeline operations with additional exception details. |
| memory/storage/mockredis/pipeline.py | Renamed variables and adjusted return logic for improved clarity in pipeline execution. |
| memory/search/strategies/similarity.py | Applied minor formatting adjustments and improved log message consistency in similarity search. |
Comments suppressed due to low confidence (2)
memory/utils/create_memory_system.py:90
- [nitpick] Consider replacing print statements with a logging framework to ensure consistent logging behavior and configurable log levels.
print(f"Successfully deleted database file using Windows method")
memory/storage/mockredis/pipeline.py:160
- [nitpick] Consider renaming the loop variable in the comprehension (e.g. to 'cmd_result') to avoid shadowing the name 'result' and improve code clarity.
return all(result is not None and result is not False for result in results)
This commit updates the command execution logic in the Pipeline class to enhance clarity. The results are now generated using a generator expression, improving the readability of the code while maintaining the same functionality.
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This pull request introduces several changes to improve the robustness, maintainability, and functionality of memory storage and checksum handling. Key updates include enhanced error handling, support for incremental checksum generation, and better logging for debugging. Additionally, minor formatting adjustments were made for consistency.
Enhancements to checksum functionality:
ChecksumVersionandChecksumConfigto support versioning, incremental processing for large memory entries, and configurable checksum generation. (memory/utils/checksums.py, [1] [2]generate_checksum,validate_checksum, andadd_checksum_to_memoryto use the new configuration and handle errors more robustly. (memory/utils/checksums.py, [1] [2] [3]Improved error handling and logging:
_store_memory_entry, ensuring better visibility into failures. (memory/storage/redis_im.py, [1] [2]validate_checksumto provide warnings when checksum validation fails. (memory/utils/checksums.py, memory/utils/checksums.pyL73-R190)Minor code refactoring and formatting:
similarity.pyandredis_im.py. (memory/search/strategies/similarity.py, [1] [2] [3] [4] [5];memory/storage/redis_im.py, [6]resulttoresultsinmockredis/pipeline.pyand updated the return logic for clarity. (memory/storage/mockredis/pipeline.py, memory/storage/mockredis/pipeline.pyL153-R160)