Guidance

Lots of new features and bug fixes :)

What's Changed
* Adding Caching to OpenAI chat by adamgordonbell in https://github.com/guidance-ai/guidance/pull/603
* Minor Server Tweaks by riedgar-ms in https://github.com/guidance-ai/guidance/pull/612
* Dependency trimming by riedgar-ms in https://github.com/guidance-ai/guidance/pull/613
* Add Python 3.12 by riedgar-ms in https://github.com/guidance-ai/guidance/pull/623
* Grammar Builder for JSON Schema by riedgar-ms in https://github.com/guidance-ai/guidance/pull/619
* remove unused code by paulbkoch in https://github.com/guidance-ai/guidance/pull/629
* fix: missing tokenizer choice in AzureOpenAI subclasses by imarquart in https://github.com/guidance-ai/guidance/pull/641
* Pop first argument from guidance wrapper by hudson-ai in https://github.com/guidance-ai/guidance/pull/634
* Fix behavior of `_json_schema_to_grammar` for schemas with many properties by hudson-ai in https://github.com/guidance-ai/guidance/pull/645
* Exclude tests packages from distribution by shawnz in https://github.com/guidance-ai/guidance/pull/646
* Support multiple additions to ModelStream by shawnz in https://github.com/guidance-ai/guidance/pull/639
* Enable AzureOpenAI model testing by riedgar-ms in https://github.com/guidance-ai/guidance/pull/514
* CI Build Schedule by riedgar-ms in https://github.com/guidance-ai/guidance/pull/662
* Add extensible tests to transformers by riedgar-ms in https://github.com/guidance-ai/guidance/pull/663
* Update _llama_cpp.py to use new bindings by Nking92 in https://github.com/guidance-ai/guidance/pull/665
* Propagate errors in ModelStream by shawnz in https://github.com/guidance-ai/guidance/pull/640
* Fix test_transformers.py by riedgar-ms in https://github.com/guidance-ai/guidance/pull/673
* Together.ai Support by minosvasilias in https://github.com/guidance-ai/guidance/pull/654
* Move get_logits and EngineCallResponse out of the Engine.__call__ function so that the remaining parts can be lowered to Rust or C++ in the future and for simplification of LLM servers that operate in batches by paulbkoch in https://github.com/guidance-ai/guidance/pull/647
* Make Nulls Terminal by hudson-ai in https://github.com/guidance-ai/guidance/pull/679
* [Test] Expand to other OSes by riedgar-ms in https://github.com/guidance-ai/guidance/pull/680
* JSON Schema Rewrite by riedgar-ms in https://github.com/guidance-ai/guidance/pull/651
* [Test] MacOS Issue with Server tests by riedgar-ms in https://github.com/guidance-ai/guidance/pull/684
* Support mutual recursion in `GrammarFunctions` by hudson-ai in https://github.com/guidance-ai/guidance/pull/683
* More JSON schema features by hudson-ai in https://github.com/guidance-ai/guidance/pull/685
* Improve negative test cases for JSON generation by riedgar-ms in https://github.com/guidance-ai/guidance/pull/693
* Separate out server tests by riedgar-ms in https://github.com/guidance-ai/guidance/pull/688
* Add fixture for an LLM by riedgar-ms in https://github.com/guidance-ai/guidance/pull/674
* Removed side effect on the stop argument from _gen by VincentToups in https://github.com/guidance-ai/guidance/pull/677
* Fix for test_gen by riedgar-ms in https://github.com/guidance-ai/guidance/pull/695
* Fix 681 and 682 by slundberg in https://github.com/guidance-ai/guidance/pull/704

New Contributors
* adamgordonbell made their first contribution in https://github.com/guidance-ai/guidance/pull/603
* imarquart made their first contribution in https://github.com/guidance-ai/guidance/pull/641
* hudson-ai made their first contribution in https://github.com/guidance-ai/guidance/pull/634
* shawnz made their first contribution in https://github.com/guidance-ai/guidance/pull/646
* Nking92 made their first contribution in https://github.com/guidance-ai/guidance/pull/665
* minosvasilias made their first contribution in https://github.com/guidance-ai/guidance/pull/654
* VincentToups made their first contribution in https://github.com/guidance-ai/guidance/pull/677

**Full Changelog**: https://github.com/guidance-ai/guidance/compare/0.1.11...0.1.12

What's Changed
* Fix GPU usage by removing `device` from `Transformers` class wrapper to use the device/device_map directly exposed by HF Transformers in kwargs by cpcdoy in https://github.com/guidance-ai/guidance/pull/569
* Adding streaming support under guidance v0.1 by hodlen in https://github.com/guidance-ai/guidance/pull/568
* Fix typos in intro_to_guidance.ipynb by trungsudo in https://github.com/guidance-ai/guidance/pull/574
* Update "Basic Tutorial" link in README.md by alexandremuzio in https://github.com/guidance-ai/guidance/pull/580
* Prompt role blocks debug output + new prompt implementation example by cpcdoy in https://github.com/guidance-ai/guidance/pull/578
* WIP: fix: AzureOpenAI authentication to support API Key auth by younes-io in https://github.com/guidance-ai/guidance/pull/583
* Allow client/server guidance execution by slundberg in https://github.com/guidance-ai/guidance/pull/586

New Contributors
* cpcdoy made their first contribution in https://github.com/guidance-ai/guidance/pull/569
* hodlen made their first contribution in https://github.com/guidance-ai/guidance/pull/568
* trungsudo made their first contribution in https://github.com/guidance-ai/guidance/pull/574
* alexandremuzio made their first contribution in https://github.com/guidance-ai/guidance/pull/580
* younes-io made their first contribution in https://github.com/guidance-ai/guidance/pull/583

**Full Changelog**: https://github.com/guidance-ai/guidance/compare/0.1.10...0.1.11

What's Changed
* Bug patch for HuggingFace transformers tokenization issue.
* Fixed generation coloring for multiple sequence generator calls.
* Bug fix for the base AzureOpenAI class by riedgar-ms in https://github.com/guidance-ai/guidance/pull/543
* Google AI Studio's Gemini by Anilturaga in https://github.com/guidance-ai/guidance/pull/550
* add react notebook by Sam1320 in https://github.com/guidance-ai/guidance/pull/547


**Full Changelog**: https://github.com/guidance-ai/guidance/compare/0.1.8...0.1.9

What's Changed
* Multi-model Gemini model support.
* Local model temperature fixes.
* Native Anthropic Claude support by Anilturaga in https://github.com/guidance-ai/guidance/pull/537

New Contributors
* Anilturaga made their first contribution in https://github.com/guidance-ai/guidance/pull/537

**Full Changelog**: https://github.com/guidance-ai/guidance/compare/0.1.7...0.1.8

What's Changed
* Temperature controls now work for remote models.
* When optimistically running remote models grammar violations now have much better error messages/debugability.
* Huggingface transformers models now fully respect the training tokenization patterns.
* DOC Update notebooks by riedgar-ms in https://github.com/guidance-ai/guidance/pull/491
* Update tutorial for Azure OpenAI by riedgar-ms in https://github.com/guidance-ai/guidance/pull/468
* move llama.cpp batch object allocation into a separately allocated co… by paulbkoch in https://github.com/guidance-ai/guidance/pull/508
* Drop unused `nest_asyncio` by evelkey in https://github.com/guidance-ai/guidance/pull/510
* Fixed compile error when using Microsoft toolchain. by wmiller in https://github.com/guidance-ai/guidance/pull/511
* Using `Model` in a loop by riedgar-ms in https://github.com/guidance-ai/guidance/pull/512
* Set base_url default as None and remove redundant setting by tshu-w in https://github.com/guidance-ai/guidance/pull/519
* Adding outputs for Azure notebook by riedgar-ms in https://github.com/guidance-ai/guidance/pull/533
* Further notebook updates by riedgar-ms in https://github.com/guidance-ai/guidance/pull/522
* Update tutorial.ipynb by mwieler in https://github.com/guidance-ai/guidance/pull/534

New Contributors
* evelkey made their first contribution in https://github.com/guidance-ai/guidance/pull/510
* wmiller made their first contribution in https://github.com/guidance-ai/guidance/pull/511
* tshu-w made their first contribution in https://github.com/guidance-ai/guidance/pull/519
* mwieler made their first contribution in https://github.com/guidance-ai/guidance/pull/534

**Full Changelog**: https://github.com/guidance-ai/guidance/compare/0.1.6...0.1.7