Unverified50% confidenceFactExact time
When there is no title file, the metadata script converts the filename into title case, so the filename becomes the title.
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedBy default, make_metadata.py converts file names to title format and uses them as titles, which is good enough for initial screening but absolutely unsuitable for final submission; the script supports the --titles titles.json parameter to provide real titles and keywords.76% similarUnverifiedmake_metadata.py by default converts the filename to title-case format as the title, for example asset-001.jpg becomes 'Asset 001'.65% similarUnverifiedThe llms.txt format specification recommends using an H1 heading as the project name, a blockquote for the introduction, sectioned lists to organize links, and providing an llms-full.txt version59% similarUnverifiedConcatenating the document heading path (e.g. "Pricing Policy > Basic Plan > Refunds") in front of the chunk body before embedding gives each chunk of text its own retrievable contextual coordinates56% similarUnverifiedPDF headings are indistinguishable from other lines in plain-text extraction, whereas in Markdown headings are represented by #/## lines, so LangChain's MarkdownHeaderTextSplitter can be used to split by heading.54% similar
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