v0.1.0.dev5

What's Changed

• fix: Fixed namespace missing in _async_fetch_metadata inside Pinecone by @Vits-99 in #490
• chore: upgrade to dev5 by @jamescalam in #491

Full Changelog: v0.1.0.dev4...v0.1.0.dev5

v0.1.0.dev4

What's Changed

• fix: missing auto_sync in intro doc by @jamescalam in #476
• feat: add sync lock by @jamescalam in #485
• feat: multilingual bedrock by @jamescalam in #486
• feat: Bedrock Multimodal Embeddings 💬🖼️ by @JGalego in #478
• Add py.typed file for type checking by @gbaian10 in #475
• feat: add test for single route single utterance by @jamescalam in #488
• fix: vector shape for single utterance by @ashraq1455 in #489

New Contributors

• @JGalego made their first contribution in #478
• @gbaian10 made their first contribution in #475

Full Changelog: v0.1.0.dev3...v0.1.0.dev4

v0.1.0.dev3

What's Changed

• feat: add 313 testing and upgrade pydantic by @jamescalam in #472
• fix: sort func schemas and metadata in diffs by @jamescalam in #473
• chore: new dev release by @jamescalam in #474

Full Changelog: v0.1.0.dev2...v0.1.0.dev3

Release v0.1.0.dev2

There are many breaking changes as we move towards v0.1.0 and plenty more features and optimizations to be excited for!

• RouteLayer(s) are now abstracted into semantic_router.routers.base.BaseRouter, meaning RouteLayer is now SemanticRouter and to import we do from semantic_router.routers import SemanticRouter. For HybridRouteLayer we now use from semantic_router.routers import HybridRouter.
• "Routers" have been refactored extensively, HybridRouter is now closer to parity with RouteLayer (ie allowing syncing, better route management, etc) and integrates with the various encoders and indexes with more stability. There's still some more to come here though.
• Sparse encoders have been refactored extensively, TfidfEncoder and BM25Encoder now mostly share the same methods, and most importantly align in inputs/outputs and the main methods we'd be using. Inheritance of these classes has been organized better also. Yet there's still more to do.
• Sparse embedding methods and transformations have been optimized, this also introduces a SparseEmbedding object which is just an organized numpy array with some useful methods attached. This is the first step towards more efficient use of numpy across the library. Again, there's still plenty more to do.
• The HybridRouter was initially both an index and a router, which obviously caused issues when trying to standardize across the indexes and encoders. So this has been broken down to create the LocalHybridIndex. The methods and transformations from the old router have also been optimized.
• We have added AurelioSparseEncoder to the library, which integrates with our Platform BM25 service
  • New examples covering this are here and here
• Better use of inheritance for all indexes
• Better alignment of the PostgresIndex with our standard indexes, also resolved difficult installation dependency of the library.
  • Same for QdrantIndex, but only very minor tweaks were required here
• New hybrid router example
• various other things, PR changes are here

What's Changed

• feat: abstract layers by @jamescalam in #465

Full Changelog: v0.1.0.dev1...v0.1.0.dev2

v0.1.0.dev1

What's Changed

• fix: function schemas by @jamescalam in #463

Full Changelog: v0.1.0.dev0...v0.1.0.dev1

Prerelease v0.1.0.dev0

What's Changed

• feat: add test for 3.12 and remove 3.9 by @jamescalam in #456
• feat!: add fast sync check by @jamescalam in #460
• fix: remove no longer used docs by @jamescalam in #461
• fix: remote duplicate testing on pr merge by @jamescalam in #462

Full Changelog: v0.0.72...v0.1.0.dev0

Release v0.0.72

What's Changed

• feat: move cohere to optional dep by @jamescalam in #448

Full Changelog: v0.0.71...v0.0.72

Release v0.0.71

What's Changed

• feat: is_synced method for Pinecone Index by @Vits-99 in #444
• fix: route fitting fixed after metadata introduction by @Vits-99 in #446
• chore: release v0.0.71 by @Vits-99 in #447

Full Changelog: v0.0.70...v0.0.71

Release v0.0.70

What's Changed

• fix: pinecone version by @jamescalam in #441
• chore: version fix by @jamescalam in #442

Full Changelog: v0.0.69...v0.0.70

Release v0.0.69

What's Changed

• feat: Update route thresholds manually by @Siraj-Aizlewood in #436
• fix: update to allow latest pinecone versions by @jamescalam in #440

Full Changelog: v0.0.68...v0.0.69