Instructor

What's Changed
* Include types to instructor.function_calls and tests by savarin in https://github.com/jxnl/instructor/pull/394
* lint documentation by jxnl in https://github.com/jxnl/instructor/pull/403
* Test all of our documentation. by jxnl in https://github.com/jxnl/instructor/pull/404
* CICD: Add `set -e -o pipefail` to `ruff` and `mypy`. by gao-hongnan in https://github.com/jxnl/instructor/pull/399
* fix: Fixed links in image to add copy by lakshyaag in https://github.com/jxnl/instructor/pull/367


**Full Changelog**: https://github.com/jxnl/instructor/compare/0.5.0...0.5.1

What's Changed
* Be robust to null values while updating token counts by indigoviolet in https://github.com/jxnl/instructor/pull/359
* Together ai support, blog post by jxnl in https://github.com/jxnl/instructor/pull/366
* Fixes prompt typo by skrawcz in https://github.com/jxnl/instructor/pull/368
* Clean up streaming code by jxnl in https://github.com/jxnl/instructor/pull/377
* Types!!! by jxnl in https://github.com/jxnl/instructor/pull/372
* Implement Parallel Function Calls with `List[Union[T]]` by jxnl in https://github.com/jxnl/instructor/pull/378
* Attempt to implement new retires by jxnl in https://github.com/jxnl/instructor/pull/386
* Fix sp. errors and light copy editing. by jhochenbaum in https://github.com/jxnl/instructor/pull/388
* Remove unused imports by savarin in https://github.com/jxnl/instructor/pull/393
* Include types to most upstream modules by savarin in https://github.com/jxnl/instructor/pull/391
* Include types to instructor.cli.jobs by savarin in https://github.com/jxnl/instructor/pull/392
* Fix typos by cdreetz in https://github.com/jxnl/instructor/pull/395

New Contributors
* indigoviolet made their first contribution in https://github.com/jxnl/instructor/pull/359
* skrawcz made their first contribution in https://github.com/jxnl/instructor/pull/368
* jhochenbaum made their first contribution in https://github.com/jxnl/instructor/pull/388
* savarin made their first contribution in https://github.com/jxnl/instructor/pull/393
* cdreetz made their first contribution in https://github.com/jxnl/instructor/pull/395

**Full Changelog**: https://github.com/jxnl/instructor/compare/0.4.8...0.5.0

What's Changed
* Adding support for caching async functions by ivanleomk in https://github.com/jxnl/instructor/pull/340
* fix a few spelling mistakes & typos by petrus-jvrensburg in https://github.com/jxnl/instructor/pull/349
* Update the readme and remove some wording duplication. by thedayisntgray in https://github.com/jxnl/instructor/pull/351
* Add ollama run.py with completion functionality by Tedfulk in https://github.com/jxnl/instructor/pull/352
* Ollama part2 by jxnl in https://github.com/jxnl/instructor/pull/356

New Contributors
* petrus-jvrensburg made their first contribution in https://github.com/jxnl/instructor/pull/349
* thedayisntgray made their first contribution in https://github.com/jxnl/instructor/pull/351

**Full Changelog**: https://github.com/jxnl/instructor/compare/0.4.7...0.4.8

Improvements with field streaming and usage tokens

What's Changed
* Updated the Knowledge Graph article by ivanleomk in https://github.com/jxnl/instructor/pull/327
* test ollama and litellm by jxnl in https://github.com/jxnl/instructor/pull/326
* Revert "test ollama and litellm" by jxnl in https://github.com/jxnl/instructor/pull/328
* Update fields.md - fix typo, missing comma by MrJarnould in https://github.com/jxnl/instructor/pull/329
* Update function call mode and add deprecation warning by Phodaie in https://github.com/jxnl/instructor/pull/337
* Introduce `total_usage` variable to track cumulative token usage by lazyhope in https://github.com/jxnl/instructor/pull/343
* Field level streaming by shanktt in https://github.com/jxnl/instructor/pull/334

New Contributors
* MrJarnould made their first contribution in https://github.com/jxnl/instructor/pull/329
* lazyhope made their first contribution in https://github.com/jxnl/instructor/pull/343

**Full Changelog**: https://github.com/jxnl/instructor/compare/0.4.6...0.4.7

What's Changed
* Update README.md by lakshyaag in https://github.com/jxnl/instructor/pull/291
* doc: fix typos and grammatical errors in Concepts by lakshyaag in https://github.com/jxnl/instructor/pull/292
* docs: example on Vision API (image to ad copy) by lakshyaag in https://github.com/jxnl/instructor/pull/293
* Improve tutorial quality by jxnl in https://github.com/jxnl/instructor/pull/298
* add ellipsis.yaml config file; by hbrooks in https://github.com/jxnl/instructor/pull/300
* Added example for using unions of models, useful for agents by zby in https://github.com/jxnl/instructor/pull/299
* More Tutorial Updates by jxnl in https://github.com/jxnl/instructor/pull/303
* [docs] Add example link on index page by lakshyaag in https://github.com/jxnl/instructor/pull/305
* Integrate and Enhance Linting with Ruff by gao-hongnan in https://github.com/jxnl/instructor/pull/295
* Update ellipsis.yaml by jxnl in https://github.com/jxnl/instructor/pull/312
* json scheme example change by Phodaie in https://github.com/jxnl/instructor/pull/316
* Small documentation updates by CSRessel in https://github.com/jxnl/instructor/pull/313
* __init__.py added for testing individual files in tests/openai by zby in https://github.com/jxnl/instructor/pull/318
* Add default openai_client in LLM Validator by asimkhan73301 in https://github.com/jxnl/instructor/pull/311
* Mc/toolmaxretry by marcasty in https://github.com/jxnl/instructor/pull/323
* Update `Maybe` typing by dalberto in https://github.com/jxnl/instructor/pull/325

New Contributors
* lakshyaag made their first contribution in https://github.com/jxnl/instructor/pull/291
* hbrooks made their first contribution in https://github.com/jxnl/instructor/pull/300
* zby made their first contribution in https://github.com/jxnl/instructor/pull/299
* CSRessel made their first contribution in https://github.com/jxnl/instructor/pull/313
* asimkhan73301 made their first contribution in https://github.com/jxnl/instructor/pull/311
* marcasty made their first contribution in https://github.com/jxnl/instructor/pull/323
* dalberto made their first contribution in https://github.com/jxnl/instructor/pull/325

**Full Changelog**: https://github.com/jxnl/instructor/compare/0.4.5...0.4.6

What's Changed
* Update anyscale.md by robertnishihara in https://github.com/jxnl/instructor/pull/285
* example: Table extraction w/ Pydantic by jxnl in https://github.com/jxnl/instructor/pull/288
* Azure support in multitask.py by arnavw in https://github.com/jxnl/instructor/pull/290

New Contributors
* robertnishihara made their first contribution in https://github.com/jxnl/instructor/pull/285
* arnavw made their first contribution in https://github.com/jxnl/instructor/pull/290

**Full Changelog**: https://github.com/jxnl/instructor/compare/0.4.3...0.4.5