feat: adding new article on gemini citations

[ivanleomk]

Important

Adds a new blog post on generating PDF citations using Google's Gemini model with setup instructions and code examples.

• New Blog Post:
  • Adds generating-pdf-citations.md to docs/blog/posts/.
  • Discusses using Google's Gemini model with Instructor for generating PDF citations.
  • Provides code examples for environment setup, data models, Gemini client initialization, PDF processing, and citation highlighting.
• Structured Outputs:
  • Explains benefits of using Pydantic for structured outputs, including ease of definition, robust validation, and separation of concerns.

^{This description was created by for b2eb911. It will automatically update as commits are pushed.}

[ellipsis-dev]

❌ Changes requested. Reviewed everything up to 4c57253 in 52 seconds

More details

• Looked at 173 lines of code in 1 files
• Skipped 1 files when reviewing.
• Skipped posting 4 drafted comments based on config settings.

1. docs/blog/posts/generating-pdf-citations.md:46

• Draft comment:
  The import statement for pymupdf should be import fitz as pymupdf is imported as fitz. This applies to all instances where pymupdf is used in the code.
• Reason this comment was not posted:
  Decided after close inspection that this draft comment was likely wrong and/or not actionable:
  The comment addresses a potential issue with the import statement that could lead to runtime errors. If pymupdf is indeed supposed to be imported as fitz, then the code would not work as intended. This is a valid concern that needs to be addressed to ensure the code functions correctly.
  I might be assuming that the import statement is incorrect without verifying if pymupdf can be used directly. It's possible that the library has been updated to allow direct import as pymupdf.
  I should verify if pymupdf can be used directly or if it must be imported as fitz. This will confirm whether the comment is valid.
  Verify if pymupdf should be imported as fitz to determine if the comment is valid and should be kept.

2. docs/blog/posts/generating-pdf-citations.md:89

• Draft comment:
  Consider adding error handling for the file upload process to manage potential issues such as timeouts or failures.
• Reason this comment was not posted:
  Confidence changes required: 80%
  The code for uploading and processing the PDF file is missing error handling. This could lead to issues if the file upload fails or takes too long.

3. docs/blog/posts/generating-pdf-citations.md:137

• Draft comment:
  Add a check to ensure citation.page_number - 1 is within the valid range of pages in the document to avoid potential errors.
• Reason this comment was not posted:
  Confidence changes required: 80%
  The code uses doc.load_page(citation.page_number - 1) which assumes that the page number is always valid. There should be a check to ensure the page number is within the valid range of the document.

4. docs/blog/posts/generating-pdf-citations.md:1

• Draft comment:
  Ensure this new markdown file is added to the mkdocs.yml to be included in the documentation.
• Reason this comment was not posted:
  Confidence changes required: 80%
  The new markdown file should be added to the mkdocs.yml for documentation purposes.

Workflow ID: wflow_Ksl5XPSUmYgu7x1f

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[ellipsis-dev]

Add import time at the beginning of the script to use time.sleep(1).

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[ellipsis-dev]

❌ Changes requested. Incremental review on b2eb911 in 18 seconds

More details

• Looked at 15 lines of code in 1 files
• Skipped 0 files when reviewing.
• Skipped posting 1 drafted comments based on config settings.

1. docs/blog/posts/generating-pdf-citations.md:45

• Draft comment:
  The removal of Field from the import statement is correct since it is not used in the code. Ensure to remove unused imports to keep the code clean.
• Reason this comment was not posted:
  Confidence changes required: 10%
  The import statement for Field from Pydantic is removed but not used in the code. This is a good cleanup, but it should be noted for clarity.

Workflow ID: wflow_a9py1Wn9qY3lmFct

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