0.6.0

Changes

✨ New Features

• Embeddings Cache Support
  Embedding caching is now enabled across all vectorizers, improving performance and reusability.
  (#318, #320, #325)

• Semantic Router Enhancements
  Reference updates are now supported in semantic routers.
  (#322)

• Lazy Import Strategy
  Introduced a lazy_import utility to defer loading of third-party libraries.
  (#330, #331)

🛠️ Improvements

• New Default Embeddings Model
  Changed the default embedding model for semantic caching. See our published research on this model on arxiv.
  (#326)

• Refactored Naming
  Renamed session manager classes to more clearly reflect their role as message history managers.
  (#323)

• Dependency Cleanup
  Removed unnecessary third-party libraries (tabulate, coloredlogs) to reduce bloat.
  (#329)

@abrookins, @justin-cechmanek, @rbs333, and @tylerhutcherson

Full Changelog: 0.5.2...v0.6.0

0.5.2

Changes

🐛 Bug Fixes

• Widen ml-dtypes pkg range (#315)
• Fix HybridQuery class description (#314)

Contributors

We'd like to thank all the contributors who worked on this release!

@paololazzari and @tylerhutcherson

0.5.1

Changes

🚀 New Features

• Add helpers for full-text and hybrid search queries (#303)
• Add datetime and timestamp filters (#295)
• Add distance threshold optimizer (#292)
• Add option to normalize vector distances on query (#298 )
• Add option to validate data against the schema with Pydantic (#304)
• Add support for HYBRID_POLICY on KNN queries with filters (#299)

🐛 Bug Fixes

• Validate passed-in Redis clients (#296)
• Improve vectorizer kwargs and typing (#291)

Contributors

We'd like to thank all the contributors who worked on this release!

@abrookins, @bsbodden, @justin-cechmanek, @rbs333 and @tylerhutcherson

0.4.1

Changes

🐛 Bug Fixes

• Fix Redis URL parameter name (#289)

Contributors

We'd like to thank all the contributors who worked on this release!

@abrookins and @rbs333

0.4.0

Changes

🚀 New Features

• Add nested JSON example to docs (#287)
• Expand CLI usage examples and docs (#285)
• Support Redis 8 (#282)
• Support for int8 and uint8 dtypes in RedisVL Vectorizers (#279)
• Use ULID instead of UUID4 (#277)
• Support Python 3.13 (#272)

🐛 Bug Fixes

• Patch dependabot security vulnerability in extras dependency (#284)

🧰 Maintenance

• Refactor async client connection-handling (#280)
• Upgrade to Pydantic V2 models (#281)
• Avoid looking at local variables for deprecation warnings (#283)
• Deprecate global distance_threshold with semantic router (#275)
• Support Python 3.13 (#272)
• Only check for workerid if workerinput is present (#274)
• Add nightly CI run and optional manual workflow dispatch (#271)
• Modularize testing suite (#278)
• Add pre-commit hook (#273)
• Improve CI test runtime with pytest-xdist (#270)
• Consider vectorizer the owner of dtype (#267)

Contributors

We'd like to thank all the contributors who worked on this release!

@abrookins, @justin-cechmanek, @rbs333 and @tylerhutcherson

0.3.9

Changes

🚀 New Features

• Integrate VoyageAI Vectorizer and Reranker class (#223)

🐛 Bug Fixes

• Add a default for the dtype field of BaseVectorizer (#261)
• Fix README Redis logo src (#265)
• Fix recommender link (#259)
• Fix asyncio.gather() call in SemanticCache.aheck (#263)

🧰 Maintenance

• Add a Makefile again (#264)
• Standardize GH actions workflows (#262)

Contributors

We'd like to thank all the contributors who worked on this release!

@abrookins, @joshrotenberg and @tylerhutcherson

0.3.8

What's Changed

• fix protobuf broken version for google (optional) dependencies by @tylerhutcherson in #254
• migrates mistral vectorizer to new client by @justin-cechmanek in #255
• sets the default datatype in our vectorizers to float32 if not specified by users by @justin-cechmanek in #253
• Upgrade to readthedocs.org documentation by @tylerhutcherson in #256
• Release version 0.3.8 by @tylerhutcherson in #257

Full Changelog: 0.3.7...0.3.8

0.3.7

What's Changed

• updates github link repo name in docs by @justin-cechmanek in #241
• Rename mypy script to avoid version conflict by @rbs333 in #245
• Update docs: add hf reranker, fix github links and searchindex links by @antonum in #246
• BUG: fix missing redis_url fixture in integration tests by @bsbodden in #249
• caps Python version to <3.13 by @justin-cechmanek in #250
• Add Amazon Bedrock Text vectorizer by @bsbodden in #248
• Release 0.3.7 by @tylerhutcherson in #251

Full Changelog: 0.3.6...0.3.7

0.3.6

What's Changed

• Expose show_progress_bar by @antonum in #236
• Fix dtype parsing from vectorizer kwargs by @tylerhutcherson in #237
• manually parse special attributes that have no associated value by @justin-cechmanek in #239
• Release 0.3.6 by @tylerhutcherson in #240

New Contributors

• @antonum made their first contribution in #236

Full Changelog: 0.3.5...0.3.6

0.3.5

What's Changed

• Fix sentence transformers reranker import by @tylerhutcherson in #231
• Expose aggregation API from SearchIndex by @tylerhutcherson in #230
• Allow manual, user-defined strings as filters on queries by @tylerhutcherson in #233
• Release 0.3.5 by @tylerhutcherson in #234

Full Changelog: 0.3.4...0.3.5