Pull from PDF file
Categorize with AI
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What is a PDF?
PDF (Portable Document Format) is a file format developed by Adobe Systems that allows for the creation and sharing of documents that maintain their original formatting and layout across different devices and platforms. PDFs are commonly used for sharing documents, forms, and other types of digital content that need to be viewed and printed consistently.
Why would you want to automatically categorize your PDF data?
- Streamline your data processing workflows by automating the categorization of PDF data
- Improve the accuracy and consistency of your data categorization by leveraging AI-powered classification
- Save time and reduce manual effort by automating a repetitive and tedious task
- Gain better insights and make more informed decisions by having your PDF data organized and categorized
Explore and learn more about Parabola
Use Parabola to bring your disparate data and documents together, then tackle your most complex processes with ease
Data transformation
Clean, standardize, and manipulate your data and make it actionable
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Pull from PDF file
Categorize with AI
How to use PDFs with Parabola
Parabola's PDF handling capabilities enable you to extract and transform data from PDF documents efficiently.
- Automatic text extraction from both searchable and scanned PDFs
- Flexible parsing options for structured and unstructured PDF content
- Batch processing capabilities for multiple PDF files
Retrieving data from PDFs
Parabola's PDF data extraction functionality enables you to convert PDF documents into structured, analyzable data. The platform can handle various PDF formats and layouts, making it versatile for different business needs.
Key features
- Text and table extraction
- Multi-page document support
- Pattern recognition
- Structured data output
- Batch processing capability
How to use
- Add the Pull from PDF file step to your Flow
- Upload your PDF file
- Configure extraction settings, including column names and keys
- Run the step to extract the data
- Add examples and fine tune your extraction settings for more accurate parsing
Applying AI to categorize your data
Once you have retrieved your data, you can use the Categorize with AI step in Parabola to automatically categorize it. This step uses large language models to evaluate each row of data and assign a category from a custom, predefined set.
Key features
- Automatically categorize data based on content for consistency
- Customize the categories to fit your specific needs
- Easily iterate on categorization over time to improve accuracy
- Add additional fine tuning to improve results from the model
How to use
- Add the Categorize with AI step to your Parabola Flow
- Select which column(s) to categorize
- Define the categories to output in the newly created column
- Name the new column containing your categories
- Optionally add additional fine tuning to improve accuracy and capture edge-cases
- Review and refine the categorization results as needed
Practical use cases and examples
Invoice categorization
Suppose you have a large collection of PDF invoices that need to be categorized by type (e.g., sales, purchase, credit note). By using the Pull from PDF fi anCategorize with AI steps in Parabola, you can automate this process and ensure that your invoices are accurately categorized, making it easier to analyze and report on your financial data.
Contract management
If you work with a variety of legal contracts in PDF format, you can use Parabola to automatically categorize them by type (e.g., employment, sales, partnership) or by specific clauses or provisions. This can help you quickly find and retrieve relevant contracts when needed, improving your contract management processes.
Research paper organization
For researchers or academics who work with a large number of PDF research papers, Parabola can be used to automatically categorize the papers by topic, author, or other relevant metadata. This can help you better organize and navigate your research library, making it easier to find and reference specific papers when needed.
In conclusion, by using Parabola's Pull from PDF and Categorize with AI steps, you can streamline your data processing workflows, improve the accuracy and consistency of your data categorization, and gain valuable insights from your PDF data. Parabola's no-code platform makes it easy to build custom Flows that automate these tasks, saving you time and effort while enhancing your data-driven decision-making.
