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v0.2.0: Inital Release

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@Ayanrocks Ayanrocks released this 08 Feb 17:06
· 43 commits to main since this release

Added

  • Pluggable Ingestor System: Introduced Ingestor interface to support multiple file sources, enabling future extensions beyond the local filesystem.
  • Batch Indexing: Implemented LSM-tree inspired batch processing for index creation. This significantly reduces memory usage during indexing by writing numbered chunks and maintaining a manifest.json.
  • BM25 & VSM Ranking: Integrated BM25 and Vector Space Model algorithms to improve search result relevance and ranking.
  • Binary Segment Storage: Transititioned segment storage to Protocol Buffers for improved performance and reduced disk footprint.
  • Tombstones & Cleanup: Added mneme clean command and a tombstone mechanism to safely manage and remove obsolete index files.
  • Multilingual Tokenization: Enhanced tokenization logic to better support multi-lingual text analysis.
  • Configurable Logging: Added log level configuration (defaulting to info) to reduce noise.
  • Binary File Skipping: The crawler now automatically identifies and skips binary files (e.g., images, videos) to prevent indexing garbage data.
  • Exclude Extensions: new configuration option exclude_extensions to explicitly ignore specific file types.

Changed

  • Core Refactor: Moved primary data structures to internal/core to improve modularity and reduce circular dependencies.
  • Progress Bar: Unified the progress bar implementation to be "sticky" at the bottom of the terminal, providing a cleaner UX.
  • Search Highlighting: Improved snippet generation to accurately highlight partial matches in search results.
  • Configuration: Cleanup of unused ranking weights in the configuration file.

Fixed

  • Module Dependencies: Resolved indirect dependency issues in go.mod.
  • Test Stability: Fixed flaky tests in config and logger packages related to environment permissions and default values.

What's Changed

New Contributors

Full Changelog: https://github.com/Ayanrocks/mneme/commits/v0.2.0