diff --git a/README.md b/README.md
index bd32f4a..c622cdd 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@ AnyParser provides an API to accurately extract your unstructured data (e.g. PDF
 
 ## :seedling: Set up your AnyParser API key
 
-AnyParser is still in private beta. If you are interested in testing our document models, please reach out at info@cambioml.com for a FREE testing API key.
+You can generate your keys at the [Playground Account Page](https://www.cambioml.com/account) with up to 2 keys and 100 total free pages per account. If you're interested in more AnyParser usage and applications, please reach out at info@cambioml.com for details.
 
 
 To set up your API key `CAMBIO_API_KEY`, you will need to :
@@ -38,17 +38,6 @@ If you want to run pdf_to_markdown.ipynb, install the following:
     choco install poppler
     ```
 
-## bashfile usage
-To use AnyParser via `curl` requests, you can run the following bash command from the root folder of this repository:
-```
-bash parse.sh <your apiKey> <file path> <prompt for parse (optional, default="")>
-```
-
-For example, to extract a table from a PDF file, you can run the following command:
-```
-bash parse.sh gl**************************************  /path/to/your/file.pdf "Return the table in a JSON format with each box's key and value."
-```
-
 ## :scroll:  Examples
 
 AnyParser can extract text, numbers and symbols from PDF, images, etc. Check out each notebook below to run AnyParser within 10 lines of code!
@@ -59,5 +48,3 @@ Are you an AI engineer who need to ACCURATELY extract both the text and its layo
 ### [Extract a Table from an Image into Markdown Format](https://github.com/CambioML/any-parser/blob/main/examples/extract_table_from_image_to_markdown.ipynb)
 Are you a financial analyst who need to extract ACCURATE number from a table in an image or a PDF. Check out this notebook (3-min read)!
 
-### [Extract a Table from PDF into Excel](https://github.com/CambioML/any-parser/blob/main/examples/pdf_to_html_to_excel.ipynb)
-Do you want to extract a complicated table from a financial report (PDF) into Excel spread sheet? Check out this notebook (3-min read)!
diff --git a/examples/test_example.py b/examples/test_example.py
index 23fd9d1..3a40fee 100755
--- a/examples/test_example.py
+++ b/examples/test_example.py
@@ -9,6 +9,7 @@
 
 from any_parser import AnyParser  # noqa: E402
 
+
 if __name__ == "__main__":
     load_dotenv()