Semantic-router

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

Small hotfix for `PineconeIndex` and new notebook in the `/docs` demonstrating how to use it.

What's Changed
* feat: Pinecone demo and hotfix by jamescalam in https://github.com/aurelio-labs/semantic-router/pull/153

**Full Changelog**: https://github.com/aurelio-labs/semantic-router/compare/v0.0.21...v0.0.22

Key new features include MistralAI API for Mistral LLMs and encoders by dwmorris11, support for more scalable and persistent route layers using Pinecone by Siraj-Aizlewood and jamescalam, and new splitting mechanisms for `Conversation` objects to improve context support for routing decisions by Siraj-Aizlewood.

What's Changed
* feat: Added Method for Deletion of Routes in RouteLayer by Siraj-Aizlewood in https://github.com/aurelio-labs/semantic-router/pull/128
* feat: Incorporating Semantic Topic Splitters into Conversation by Siraj-Aizlewood in https://github.com/aurelio-labs/semantic-router/pull/134
* fix: pip install error in 03-basic-langchain-agent.ipynb by jzcruiser in https://github.com/aurelio-labs/semantic-router/pull/131
* fix: issue 94 added from clause to the exception statement in by dwmorris11 in https://github.com/aurelio-labs/semantic-router/pull/143
* feat: Added support for MistralAI API. This includes a by dwmorris11 in https://github.com/aurelio-labs/semantic-router/pull/142
* feat: separate indexes and PineconeIndex by jamescalam in https://github.com/aurelio-labs/semantic-router/pull/146
* fix: Saving JSON/YAML of Layer Config by Siraj-Aizlewood in https://github.com/aurelio-labs/semantic-router/pull/145

New Contributors
* jzcruiser made their first contribution in https://github.com/aurelio-labs/semantic-router/pull/131
* dwmorris11 made their first contribution in https://github.com/aurelio-labs/semantic-router/pull/143

**Full Changelog**: https://github.com/aurelio-labs/semantic-router/compare/v0.0.20...v0.0.21

What's Changed
* fix: colab conflict fix by jamescalam in https://github.com/aurelio-labs/semantic-router/pull/127

**Full Changelog**: https://github.com/aurelio-labs/semantic-router/compare/v0.0.19...v0.0.20

What's New
We've added [more flexible and accurate routes](https://github.com/aurelio-labs/semantic-router/blob/main/docs/06-threshold-optimization.ipynb). By using route-specific score thresholds and the new route layer `fit` and `evaluate` methods, we can get optimal route layer performance in seconds! We have also added a few new example notebooks and support for OpenAI's 3rd generation embedding models and the new `dimensions` parameter that they introduce.

What's Changed
* feat: Optimal Route-Level Score Thresholds by Siraj-Aizlewood in https://github.com/aurelio-labs/semantic-router/pull/121
* feat: new examples and openai upgrade by jamescalam in https://github.com/aurelio-labs/semantic-router/pull/126

**Full Changelog**: https://github.com/aurelio-labs/semantic-router/compare/v0.0.18...v0.0.19

We now have Pydantic v2 support, this should help those of you using LangChain 0.1.x. For enterprise users, thanks to arashaga we can now run _both_ the encoder and LLM for dynamic routes using just Azure OpenAI!

What's Changed
* feat: Allow Pydantic V2+ by kdcokenny in https://github.com/aurelio-labs/semantic-router/pull/109
* chore: update README.md and add course by jamescalam in https://github.com/aurelio-labs/semantic-router/pull/119
* feat: Added AzureOpenAILLM by arashaga in https://github.com/aurelio-labs/semantic-router/pull/112
* feat: Return triggered flag in response by ashraq1455 in https://github.com/aurelio-labs/semantic-router/pull/123
* chore: James/0018 by jamescalam in https://github.com/aurelio-labs/semantic-router/pull/124

New Contributors
* arashaga made their first contribution in https://github.com/aurelio-labs/semantic-router/pull/112

**Full Changelog**: https://github.com/aurelio-labs/semantic-router/compare/v0.0.17...v0.0.18