v0.8.0

This release begins to capture useful AI Functions in their own modules:

• marvin.ai_functions.strings has string-parsing utilities that go beyond simple casing, such as fixing capitalization errors and APA title case
• marvin.ai_functions.entities has functions for extracting structured keywords, named entities, or categorized entities from unstructured text
• marvin.ai_functions.data has functions for working with lists of data or dataframes

In addition, this release includes end-to-end Slackbot functionality and significant upgrades to how bots use plugins, including advanced task planning that assist in splitting larger objectives into discrete, separately achievable goals.

What's Changed

• Begin adding data AI functions by @jlowin in #228
• Add context-aware fillna by @jlowin in #229
• Slackbot by @zzstoatzz in #115
• Add standardize function by @jlowin in #230
• Fix #216 get_id_type regex by @vickyliin in #231
• add website knowledge by @zzstoatzz in #232
• Add context aware fill for DF by @jlowin in #233
• apply latest black changes by @jlowin in #237
• improve ai_fn typing by @lucemia in #235
• Add data cleaning docs by @jlowin in #239
• Store llm settings for each bot by @jlowin in #236
• Refactor slack setup by @jlowin in #234
• Add title_case function for data cleaning that creates a title case you can use by @discdiver in #243
• allow topic selection in SimpleChromaSearch by @zzstoatzz in #240
• Add task planning for plugins by @jlowin in #238
• Begin building out AIFN library by @jlowin in #244
• Add entity extraction AI functions by @jlowin in #245

New Contributors

• @vickyliin made their first contribution in #231
• @lucemia made their first contribution in #235

Full Changelog: v0.7.6...v0.8.0