AI Parser Processor

The AI Parser Processor in Gathr efficiently extracts and organizes valuable information from PDF documents, enhancing data processing capabilities.

Input Configurations #

Input configurations for the AI Powered PDF Parser as explained below.

Input Column #

Provide the column containing the PDF data to be parsed.

Base64 Encoded #

Select if the input PDF data is encoded in Base64 format.

Password-Protected #

Select if the PDF is password protected.

Fetch Password #

Fetch password from either existing column or Inline of the PDF.

Column #

Fetch password from existing column’s row of the pdf.

Enter Password #

Specify the column containing the password for password protected PDF. Provide a hardcoded password of the file.

Split PDF into Pages #

Check to process each page separately (page wise output).

AI Provider #

Select the AI provider for document parsing. Available options are: Gathr Managed and User Provided.

Upon selecting User Provided option as AI Provider, provide the below details.

LLM Provider #

Select the LLM provider for text processing. Available options are MistralAI and OpenAI.

Connection Name #

Connection name is to be selected out of the list of saved connections or it can be created with the Add New Connection option. Selected connection will be used to connect with the source.

For further details, refer to Mistral AI Connection and OpenAI Connection to know more about creating the connections.

Model #

Select the AI model for text extraction.

Prompt for Extraction #

Enter the prompt for text extraction.

Max Tokens #

Maximum tokens for model output.

Temperature #

Controls randomness of the mode output (0-2).

Top P #

Controls diversity via necleus sampling (0-1).

Frequency Penalty #

Penalizes repeated tokens (0-2).

Presence Penalty #

Encourages new topics (0-2).

Document Parsing #

Parse document (PDF) using one of the options on need basis.

Available options are:

Optimize for Speed #

Generate fast parsing response, OCR based processing for Markdown generation including tables, headings, paragraphs by extracting text.

Optimize for Quality #

Derive enhanced output of the entire PDF by parsing the file(s) using vision AI.

Optimize for Speed (Include Images) #

OCR based parsing along with vision AI for enhanced Markdown output by processing text and embedded image content.

Output Configuration #

Options available to provide output configuration.

Output Column #

Specify the column where the status/error message will be stored.

Status Column #

Specify the column where status/error message will be stored.

Metadata Column #

Specify the column where metadata (example: page number, filename) will be stored.

Drop Input Column #

Chec to drop the input column from the output after parsing.

Rate Limiting #

Option available to provide the detail of rate control.

Rate Control #

Specify the max concurrent request in provided time frame (seconds).

Retries #

Option available to enable retries.

Enable Retries #

Check to enable retries for failed API calls.

Max Retries #

Maximum number of retry attempts for failed API calls.

Min Delay(s) #

Minimum delay between retries attempts in seconds.

Max Delay(s) #

Maximum delay between retry attempts in seconds.

ADD CONFIGURATION #

Click to add additional configuration as key-value pairs.