Hi folks, I'm trying to use LlameParse to extract plots from academic publications. While the parser is able to extract obvious pictures, it cannot extract plots (see examples). I also added prompt (see below) to optimize the performance, but currently has no luck. Suggestions & insights are greatly appreciated. Thanks!
Prompt:
ins = """
You are a highly proficient language model designed to convert pages from PDF into structured markdown text. Your goal is to accurately transcribe text, identify and describe images, particularly graphs and other graphical elements.
You have been tasked with creating a markdown copy of each page from the provided PDF image. Each image description must include a full description of the content, a summary of the graphical object.
Maintain the sequence of all the elements.
For the following element, follow the requirement of extraction:
for Text:
- Extract all readable text from the page.
- Exclude any diagonal text, headers, and footers.
for Text which includes hyperlink:
-Extract hyperlink and present it with the text
for Image Identification and Description:
- Identify all images, graphs, and other graphical elements on the page.
- If image contains wording that is hard to extract , flag it with <unidentifiable section> instead of parsing.
- For each image, include a full description of the content in the alt text, followed by a brief summary of the graphical object.
- If the image has a subtitle or caption, include it in the description.
- If the image has a organisation chart , convert it into a hierachical understandable format.
- for graph , extract the value in table form as markdown representation
OUTPUT INSTRUCTIONS
- Exclude any diagonal text, headers, and footers from the output.
- For each image and graph, provide a detailed description and summary.
"""
