Pandasai

We're thrilled to introduce the latest update, PandasAI v1.2. PandasAI is now more connected than ever!

What's Changed
* feat: add SQL connectors by gventuri
* fix typo in contribution manual by regmibijay in https://github.com/gventuri/pandas-ai/pull/546
* feat: add openai key path by regmibijay in https://github.com/gventuri/pandas-ai/pull/545
* feat: improve prompt for multi-turn conversation by gventuri
* feat: add .env configuration for mysql and postgres by gventuri
* feat: a smart df can now accept a connector as a param by gventuri
* fix: correct error prompt now handles multiple dataframes by gventuri
* feat: cache the dataframes from third parties by gventuri
* fix: truncate long text from the sample by gventuri
* feat: extracting filters (451) (483) by nautics889
* fix: setters were not overriding some properties in some cases by gventuri
* fix: remove multiple df overwrites (436) by gventuri
* improved on _is_df_overwrite method to check all targets by gventuri
* test: add test for multiple df overwrite by gventuri

New Contributors
* regmibijay made their first contribution in https://github.com/gventuri/pandas-ai/pull/546

**Full Changelog**: https://github.com/gventuri/pandas-ai/compare/v1.1.3...v1.2

What's Changed
* fix: missing file in v1.1.2 by gventuri (536)
* chore: type hint issue by nautics889 in https://github.com/gventuri/pandas-ai/pull/537


**Full Changelog**: https://github.com/gventuri/pandas-ai/compare/v1.1.2...v1.1.3

What's Changed
* fix: directory for saving charts issue (513) by nautics889 in https://github.com/gventuri/pandas-ai/pull/514
* Feat: Validate dataframe with Pydantic schema by ArslanSaleem in https://github.com/gventuri/pandas-ai/pull/522
* fix: update type hint for config parameter (526) by nautics889 in https://github.com/gventuri/pandas-ai/pull/527
* Deprecate Falcon and Starcoder by mspronesti in https://github.com/gventuri/pandas-ai/pull/530


**Full Changelog**: https://github.com/gventuri/pandas-ai/compare/v1.1.1...v1.1.2

What's Changed
* fix: langchain model wrapper by gventuri
* fix: non-mutable default params by mspronesti in https://github.com/gventuri/pandas-ai/pull/516


**Full Changelog**: https://github.com/gventuri/pandas-ai/compare/v1.1...v1.1.1

You can now pass a custom header to as a sample to the LLM. This aims to increase privacy (by passing a fully synthetic db) and at the same time boosting the performances, by providing meaningful examples.
You can now even save and load the dataframe configurations (name, description, sample head) to work with your dataframes more effectively and loading them as easy as this: `SmartDataframe('users')`.

What's Changed
* feat: update smart dataframe to allow for sample_head in config by yassinkortam in https://github.com/gventuri/pandas-ai/pull/443
* feat: save dataframe for later use by ArslanSaleem in https://github.com/gventuri/pandas-ai/pull/492
* feat: load dataframe from config by henry-on-the-internet in https://github.com/gventuri/pandas-ai/pull/508

New Contributors
* ArslanSaleem made their first contribution in https://github.com/gventuri/pandas-ai/pull/492
* henry-on-the-internet made their first contribution in https://github.com/gventuri/pandas-ai/pull/508

**Full Changelog**: https://github.com/gventuri/pandas-ai/compare/v1.0.11...v1.1

What's Changed
* fix: list index out of range (332) by gventuri

**Full Changelog**: https://github.com/gventuri/pandas-ai/compare/v1.0.10...v1.0.11