diff --git a/README.md b/README.md
index b571a4e..44e8f65 100644
--- a/README.md
+++ b/README.md
@@ -26,6 +26,8 @@
How to feed database
Rainbow logs with rich
Setup user auth
+ Local development with poetry
+ Import xlsx files with polars and calamine
@@ -47,7 +49,7 @@
## About The Project
Example of [FastAPI](https://fastapi.tiangolo.com/) integration supported by almighty [Pydantic 2.0](https://github.com/pydantic/pydantic)
-with [SQLAlchemy ORM](https://www.sqlalchemy.org/) and PostgreSQL
+with [SQLAlchemy ORM](https://www.sqlalchemy.org/) and PostgreSQL16
connected via fastest Database Client Library for python/asyncio [asyncpg](https://github.com/MagicStack/asyncpg).
Beside of using latest and greatest version of [SQLAlchemy](https://www.sqlalchemy.org/) with it robustness, powerfulness and speed
@@ -131,6 +133,12 @@ poetry install
```
Hope you enjoy it.
+### Import xlsx files with polars and calamine
+Power of Polars Library in data manipulation and analysis.
+https://docs.pola.rs/py-polars/html/reference/api/polars.read_excel.html
+
+
+
## Acknowledgments
Use this space to list resources you find helpful and would like to give credit to.
I've included a few of my favorites to kick things off!
@@ -138,6 +146,7 @@ I've included a few of my favorites to kick things off!
* [Open Source Shakespeare Dataset](https://github.com/catherinedevlin/opensourceshakespeare)
* [SQL Code Generator](https://github.com/agronholm/sqlacodegen)
* [Passlib - password hashing library for Python](https://passlib.readthedocs.io/en/stable/)
+* [Polars - fast DataFrame library for Rust and Python](https://docs.pola.rs/)
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diff --git a/tests/api/nonsense.xlsx b/tests/api/nonsense.xlsx
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index 0000000..3d2abf0
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