Agential

What's Changed
* Simple Baselines (CoT, Vanilla, Retries, Warming), Renaming Agent Classes, Adding Prompting component & core module by alckasoc in https://github.com/agential-ai/agential/pull/261
* Evaluation Metrics, Fix-ups, Output Parsing for Evaluation by alckasoc in https://github.com/agential-ai/agential/pull/263
* CLIN Agent by alckasoc in https://github.com/agential-ai/agential/pull/267


**Full Changelog**: https://github.com/agential-ai/agential/compare/v0.1.0...v0.2.0

What's Changed
* Migrating Away from LangChain -> LiteLLM & Logging for Token Usage, Cost, and Latency by alckasoc in https://github.com/agential-ai/agential/pull/252
* Yet Another Rigorous, Robust Refactor (YARRR) by alckasoc in https://github.com/agential-ai/agential/pull/256
* Bump aiohttp from 3.9.5 to 3.10.2 by dependabot in https://github.com/agential-ai/agential/pull/260


**Full Changelog**: https://github.com/agential-ai/agential/compare/v0.0.5...v0.1.0

What's Changed
* Standardize Output Dictionaries, Mock API Calls, Math (GSM8K, SVAMP, TabMWP) for Reflexion by alckasoc in https://github.com/agential-ai/agential/pull/186
* Standardizing Critique Prompts for CRITIC Benchmarks by tedasdf in https://github.com/agential-ai/agential/pull/187
* Structured Outputs with Pydantic for CRITIC (QA, Math, Code) by emmalin-7 in https://github.com/agential-ai/agential/pull/183
* Let's get this done by alckasoc in https://github.com/agential-ai/agential/pull/196
* Code for Reflexion (HumanEval, MBPP) by alckasoc in https://github.com/agential-ai/agential/pull/191
* Structured Outputs for ReAct with Pydantic by emmalin-7 in https://github.com/agential-ai/agential/pull/197
* Structured Outputs for Reflexion with Pydantic, Outputs Module by alckasoc in https://github.com/agential-ai/agential/pull/198
* Bump urllib3 from 2.1.0 to 2.2.2 by dependabot in https://github.com/agential-ai/agential/pull/199
* Bump urllib3 from 2.2.1 to 2.2.2 in /docs by dependabot in https://github.com/agential-ai/agential/pull/200
* NO MORE FEWSHOT EXAMPLES PLEASEEEEEEEE by alckasoc in https://github.com/agential-ai/agential/pull/202
* TSOM by alckasoc in https://github.com/agential-ai/agential/pull/201
* Universal Selector by alckasoc in https://github.com/agential-ai/agential/pull/203
* Bump certifi from 2023.11.17 to 2024.7.4 by dependabot in https://github.com/agential-ai/agential/pull/204
* Bump certifi from 2024.2.2 to 2024.7.4 in /docs by dependabot in https://github.com/agential-ai/agential/pull/205
* Self-Refine, Refactoring Self-Refine, Math for Self-Refine (GSM8K, SVAMP, TabMWP) by alckasoc in https://github.com/agential-ai/agential/pull/225
* QA for Self-Refine (HotpotQA, FEVER, AmbigNQ, TriviaQA) by alckasoc in https://github.com/agential-ai/agential/pull/227
* Standardize CRITIC/Self-Refine Few-shots for Math, Standardize error types in Reflexion with CRITIC/SR, Code for Self-Refine (HumanEval, MBPP) by alckasoc in https://github.com/agential-ai/agential/pull/228
* Refactor ExpeL for Strategies & Factory Modules, QA/Math/Code for ExpeL, Structured Output for ExpeL, Notebook for ExpeL, Trim Base Classes by alckasoc in https://github.com/agential-ai/agential/pull/231
* Language Agent Tree Search (LATS), QA (HotpotQA, FEVER, AmbigNQ, TriviaQA) for LATS, Notebook for QA LATS, Strategies Module QA for LATS/Structured Outputs by alckasoc in https://github.com/agential-ai/agential/pull/244
* Math & Code for LATS by alckasoc in https://github.com/agential-ai/agential/pull/248
* Bump torch from 2.1.2 to 2.2.0 by dependabot in https://github.com/agential-ai/agential/pull/249
* Bump setuptools from 69.0.3 to 70.0.0 by dependabot in https://github.com/agential-ai/agential/pull/250

New Contributors
* emmalin-7 made their first contribution in https://github.com/agential-ai/agential/pull/183

**Full Changelog**: https://github.com/agential-ai/agential/compare/v0.0.4...v0.0.5

What's Changed
* GSM8k, SVAMP, TabMWP for ReAct by alckasoc in https://github.com/agential-ai/agential/pull/166
* Refactoring ReflexionCoT/ReflexionReAct (a bit of ExpeL), QA (FEVER, AmbigNQ, TriviaQA) for Reflexion, RIP Self-Refine by alckasoc in https://github.com/agential-ai/agential/pull/169


**Full Changelog**: https://github.com/agential-ai/agential/compare/v0.0.3...v0.0.4

What's Changed
* Add dotenv Guide in CONTRIBUTING.md by alckasoc in https://github.com/agential-ai/agential/pull/111
* add_TriviaQA_Benchmark by IGiotto12 in https://github.com/agential-ai/agential/pull/113
* AmbigNQ for ReAct by tedasdf in https://github.com/agential-ai/agential/pull/112
* Remove Generative Agents : ( by Tsomoriri in https://github.com/agential-ai/agential/pull/120
* GSM8k for CRITIC by alckasoc in https://github.com/agential-ai/agential/pull/139
* Bump tqdm from 4.66.1 to 4.66.3 by dependabot in https://github.com/agential-ai/agential/pull/142
* Bump jinja2 from 3.1.3 to 3.1.4 in /docs by dependabot in https://github.com/agential-ai/agential/pull/143
* Bump jinja2 from 3.1.3 to 3.1.4 by dependabot in https://github.com/agential-ai/agential/pull/144
* SVAMP for CRITIC by alckasoc in https://github.com/agential-ai/agential/pull/145
* TabMWP for CRITIC by alckasoc in https://github.com/agential-ai/agential/pull/146
* FEVER for CRITIC by alckasoc in https://github.com/agential-ai/agential/pull/147
* added additional keys parameter to _prompt_ by berniewu2 in https://github.com/agential-ai/agential/pull/149
* HumanEval for CRITIC by alckasoc in https://github.com/agential-ai/agential/pull/151
* updated docs by alckasoc in https://github.com/agential-ai/agential/pull/153
* MBPP for CRITIC by alckasoc in https://github.com/agential-ai/agential/pull/152
* Bump requests from 2.31.0 to 2.32.2 by dependabot in https://github.com/agential-ai/agential/pull/158
* Bump requests from 2.31.0 to 2.32.2 in /docs by dependabot in https://github.com/agential-ai/agential/pull/159
* Strategies, Prompt/Benchmarks Modules, Refactoring CRITIC & Self-Refine, Standardize Prompts by alckasoc in https://github.com/agential-ai/agential/pull/155
* Refactoring ReAct, HumanEval, MBPP for ReAct, Notebooks, Dependency Clean-up by alckasoc in https://github.com/agential-ai/agential/pull/163

New Contributors
* IGiotto12 made their first contribution in https://github.com/agential-ai/agential/pull/113
* berniewu2 made their first contribution in https://github.com/agential-ai/agential/pull/149

**Full Changelog**: https://github.com/agential-ai/agential/compare/v0.0.2...v0.0.3

What's Changed
* AmbigNQ for CRITIC by jsgage7 in https://github.com/alckasoc/agential/pull/75
* Doc Table by alckasoc in https://github.com/alckasoc/agential/pull/107

New Contributors
* jsgage7 made their first contribution in https://github.com/alckasoc/agential/pull/75

**Full Changelog**: https://github.com/alckasoc/agential/compare/v0.0.1...v0.0.2