docs: fix README grammar, markdown, and citation typos - #1349
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Correct a few definite copy errors: the PaperQA2 naming sentence, an extra parenthesis, an unclosed llamafile link, a missing verb, a duplicated 'over time', and 'preprent' in the bibtex entries.
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Pull request overview
Documentation-only PR that corrects several typos and punctuation/markdown issues in the project README, improving clarity and ensuring links/citations render correctly.
Changes:
- Fixes grammar in the PaperQA2 naming explanation and other sentences.
- Corrects markdown punctuation/parentheses for links and improves wording in CLI/search guidance.
- Fixes duplicated wording and corrects “arXiv preprint” typos in BibTeX entries.
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Fix a few definite README errors:
No code changes.