Controlflow

The 0.11 release includes new ways of controlling the agentic loop to introduce custom early termination conditions.

<!-- Release notes generated using configuration in .github/release.yml at main -->

What's Changed
New Features 🎉
* Introduce ways to control agentic loop termination by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/348
Enhancements 🚀
* Improve type hints by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/343
* Improve task rendering by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/344
* Allow parent tasks to optionally wait for subtasks by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/346
* Allow model_kwargs to be passed to llm API by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/347
* Add LLM rules for custom or unrecognized models by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/350
* Add compilation flag for removing all system messages by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/355
Fixes 🐞
* Show all data in live even when taller than terminal by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/345
Breaking Changes 🛫
* Make flow context explicit by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/354
Docs 📚
* "Added in" → "New in" for docs badge by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/339
* chore: update settings.py by eltociear in https://github.com/PrefectHQ/ControlFlow/pull/352
Other Changes 🦾
* Remove Prefect overrides by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/311


**Full Changelog**: https://github.com/PrefectHQ/ControlFlow/compare/v0.10.0...v0.11.0

<!-- Release notes generated using configuration in .github/release.yml at main -->

The 0.10 release is headlined by a new memory system, so that agents can retain partitioned knowledge across flows and invocations. Agents can have multiple memory modules, each with its own instructions and shared access patterns. Memory is backed by a pluggable provider interface; 0.10 includes support for [Chroma](https://trychroma.com) and [LanceDB](https://lancedb.com/).

What's Changed
New Features 🎉
* remove old `typer` extra and update `json` -> `model_dump_json` (LC 0.3+ support) by zzstoatzz in https://github.com/PrefectHQ/ControlFlow/pull/312
* Support langchain 0.3 by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/321
* Add llm-specific prompt instructions by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/322
* Add agent memories by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/326
* Bump langchain versions by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/328
* Allow completion tools to be customized per-task by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/330
* Add chroma cloud configs by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/331
* Add LanceDB memory provider by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/334
* Support async tasks with task decorator by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/337
Fixes 🐞
* Ensure flow decorator works with async flows by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/336
Breaking Changes 🛫
* Change raise_on_error to raise_on_failure by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/327
Docs 📚
* Add docs for multiple labels by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/320
* Remove comma from pip install by ahuang11 in https://github.com/PrefectHQ/ControlFlow/pull/324
* Add version badges by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/329
* Add memory example by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/332
* Update all examples by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/335
Other Changes 🦾
* Fix spacing by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/333

New Contributors
* ahuang11 made their first contribution in https://github.com/PrefectHQ/ControlFlow/pull/324

**Full Changelog**: https://github.com/PrefectHQ/ControlFlow/compare/v0.9.4...v0.10.0

<!-- Release notes generated using configuration in .github/release.yml at main -->

What's Changed
Other Changes 🦾
* Pin below langchain core 0.3 by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/318


**Full Changelog**: https://github.com/PrefectHQ/ControlFlow/compare/v0.9.3...v0.9.4

<!-- Release notes generated using configuration in .github/release.yml at main -->

What's Changed
New Features 🎉
* Support automatic model configuration on agents by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/308
* Improve gemini support by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/309


**Full Changelog**: https://github.com/PrefectHQ/ControlFlow/compare/v0.9.2...v0.9.3

<!-- Release notes generated using configuration in .github/release.yml at main -->

This release exposes and documents `Handlers` for users to customize. Handlers provide a way to observe and react to events that occur during task execution. They allow users to customize logging, monitoring, or take specific actions based on the orchestration process.

What's Changed
New Features 🎉
* Expose and document handlers by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/307
Docs 📚
* Add example doc: multi-llm workflows by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/306


**Full Changelog**: https://github.com/PrefectHQ/ControlFlow/compare/v0.9.1...v0.9.2

<!-- Release notes generated using configuration in .github/release.yml at main -->

This small release ensures that users have Prefect's ephemeral mode enabled by default.

What's Changed
Other Changes 🦾
* Use prefect ephemeral mode by jlowin in https://github.com/PrefectHQ/ControlFlow/pull/305


**Full Changelog**: https://github.com/PrefectHQ/ControlFlow/compare/v0.9...v0.9.1