moar
Moar is built for AI practitioners who need to prepare textual material before feeding it to language models.
About this tool
Moar is built for AI practitioners who need to prepare textual material before feeding it to language models. It accepts PDFs and other document types, then restructures the content into markdown or CSV, making it easier for downstream parsing and analysis. The tool also offers size‑adjustment capabilities, ensuring that files meet the input limits of various AI services without manual editing.
Beyond simple conversion, Moar can combine related documents into a single output, pull out only the most pertinent passages, and split oversized files into appropriately sized pieces. These functions reduce the time spent on data wrangling and help maintain context when working with large corpora.
What you can do
PDF conversion to structured formats
Transforms PDF files into markdown or CSV, preserving headings and tables so that AI models can ingest the data without additional preprocessing.
File fusion and smart extraction
Merges related documents into one cohesive file and isolates the sections most relevant to a given query, delivering a concise, context‑rich output.
Intelligent chunking of large files
Automatically segments oversized documents into right‑sized chunks, allowing each piece to fit within model token limits while keeping logical boundaries intact.
Who is it for?
- Preparing research papers and supplementary materials for summarization by a language model, ensuring the model receives well‑structured markdown and manageable chunk sizes.
- Combining multiple policy documents into a single reference file and extracting only the clauses that pertain to a specific compliance question.
- Reducing the size of high‑resolution PDFs before uploading them to an AI image‑to‑text service, while preserving essential textual information.
Before you choose
How does Moar handle proprietary or confidential content, and what data‑retention policies apply to uploaded files?
Are there limits on the number of pages or total file size that can be processed in a single operation?
Frequently asked questions
Can Moar convert scanned PDFs that contain only images?
Moar relies on the underlying PDF content to extract structure; if a PDF consists solely of scanned images, optical character recognition would be required before conversion, which is not part of the current feature set.
What output formats are supported for the combined document feature?
When merging related files, Moar produces a single document in the same format as the input type, preserving any markdown or CSV structure that was generated during conversion.
Is it possible to customize the chunk size when using intelligent chunking?
Moar automatically determines chunk boundaries based on logical sections and token limits, but users can influence the process by providing markers or headings that guide where splits should occur.
Check the official website for current features, pricing, and terms.
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