Semantic-router

What's New

Addition of different aggregation methods (`sum`, `mean`, `max`) and improvements to `HybridRouteLayer` thanks to andreped! Much maintenance, fixes, and optimization.

What's Changed
* chore: splitters code clean by jamescalam in https://github.com/aurelio-labs/semantic-router/pull/182
* fix: clip notebook fix by jamescalam in https://github.com/aurelio-labs/semantic-router/pull/183
* fix: fixes 188 AzureOpenAIEncoder issue by szelesaron in https://github.com/aurelio-labs/semantic-router/pull/189
* fix: Fit and vec_evaluate can now handle dynamic routes by Siraj-Aizlewood in https://github.com/aurelio-labs/semantic-router/pull/192
* refactor: Removed trigger from RouteChoice by Siraj-Aizlewood in https://github.com/aurelio-labs/semantic-router/pull/195
* feat: Support for setting top_k for HybridRouteLayer by andreped in https://github.com/aurelio-labs/semantic-router/pull/197
* fix: optional dependency issue by zahid-syed in https://github.com/aurelio-labs/semantic-router/pull/190
* feat: Support openai base_url by bdqfork in https://github.com/aurelio-labs/semantic-router/pull/180
* fix: README route example simplification by andreped in https://github.com/aurelio-labs/semantic-router/pull/196
* chore: Update FastEmbed to latest by Anush008 in https://github.com/aurelio-labs/semantic-router/pull/200
* feat: Support for setting aggregation for (Hybrid)RouteLayer by andreped in https://github.com/aurelio-labs/semantic-router/pull/202
* chore: prepare v0.0.28 release by jamescalam in https://github.com/aurelio-labs/semantic-router/pull/205

New Contributors
* szelesaron made their first contribution in https://github.com/aurelio-labs/semantic-router/pull/189
* andreped made their first contribution in https://github.com/aurelio-labs/semantic-router/pull/197
* bdqfork made their first contribution in https://github.com/aurelio-labs/semantic-router/pull/180
* Anush008 made their first contribution in https://github.com/aurelio-labs/semantic-router/pull/200

**Full Changelog**: https://github.com/aurelio-labs/semantic-router/compare/v0.0.27...v0.0.28

We now have multi-modal support! See [here](https://github.com/aurelio-labs/semantic-router/blob/main/docs/07-multi-modal.ipynb) for a Shrek vs. not-Shrek route layer.

What's Changed
* feat: add CLIP for multi modal by jamescalam in https://github.com/aurelio-labs/semantic-router/pull/155
* chore: v0.0.27 release prep by jamescalam in https://github.com/aurelio-labs/semantic-router/pull/181


**Full Changelog**: https://github.com/aurelio-labs/semantic-router/compare/v0.0.26...v0.0.27

What's Changed
* fix: Image type by simjak in https://github.com/aurelio-labs/semantic-router/pull/178


**Full Changelog**: https://github.com/aurelio-labs/semantic-router/compare/v0.0.25...v0.0.26

What's Changed
* feat: Unstructured elements splitting example by simjak in https://github.com/aurelio-labs/semantic-router/pull/169
* fix: PineconeIndex upsert request size limit by siddicky in https://github.com/aurelio-labs/semantic-router/pull/165
* fix: RollingWindowSplitter fixes by simjak in https://github.com/aurelio-labs/semantic-router/pull/175
* fix: PIL Image type by simjak in https://github.com/aurelio-labs/semantic-router/pull/176
* chore: Release 0.0.25 by simjak in https://github.com/aurelio-labs/semantic-router/pull/177

New Contributors
* siddicky made their first contribution in https://github.com/aurelio-labs/semantic-router/pull/165

**Full Changelog**: https://github.com/aurelio-labs/semantic-router/compare/v0.0.24...v0.0.25

What's Changed
* add set threshold by jamescalam in https://github.com/aurelio-labs/semantic-router/pull/170


**Full Changelog**: https://github.com/aurelio-labs/semantic-router/compare/v0.0.23...v0.0.24

What's New

Added image embeddings with `VitEncoder` by bruvduroiu , new splitting methods from simjak

What's Changed
* chore: move pinecone demo by jamescalam in https://github.com/aurelio-labs/semantic-router/pull/154
* feat: Adds VitEncoder for visual transformers by bruvduroiu in https://github.com/aurelio-labs/semantic-router/pull/129
* fix: llm verbose bug by Siraj-Aizlewood in https://github.com/aurelio-labs/semantic-router/pull/157
* docs: WIP Create CONTRIBUTING.md by Siraj-Aizlewood in https://github.com/aurelio-labs/semantic-router/pull/158
* fix: Corrected Linting Procedure in CONTRIBUTING.md by Siraj-Aizlewood in https://github.com/aurelio-labs/semantic-router/pull/162
* fix: Added batches for large dataset training error by zahid-syed in https://github.com/aurelio-labs/semantic-router/pull/161
* feat: openai encoder org id support by maxyousif15 in https://github.com/aurelio-labs/semantic-router/pull/159
* feat: Added ollama.py by CP500 in https://github.com/aurelio-labs/semantic-router/pull/156
* fix: added defaults. mistral added to layer.py by dwmorris11 in https://github.com/aurelio-labs/semantic-router/pull/167
* feat: Rolling window splitter by simjak in https://github.com/aurelio-labs/semantic-router/pull/150

New Contributors
* zahid-syed made their first contribution in https://github.com/aurelio-labs/semantic-router/pull/161
* maxyousif15 made their first contribution in https://github.com/aurelio-labs/semantic-router/pull/159
* CP500 made their first contribution in https://github.com/aurelio-labs/semantic-router/pull/156

**Full Changelog**: https://github.com/aurelio-labs/semantic-router/compare/v0.0.22...v0.0.23