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How can I optimize my legal document review process with Reflex LLM Examples' PDF interaction?

2025-09-10 1.7 K

Intelligent Processing Solution for Legal Documents

Core Pain Points Solved: Traditional legal document review is time-consuming and carries a high risk of omission. Bychat_with_pdf_locally.pyFunctions can be realized:

  • batch fileSupport the simultaneous upload of multiple PDF contract documents, the system automatically establishes the associated indexes
  • Intelligent labeling: automatic highlighting of key terms (e.g., breach of contract, confidentiality)
  • question and answer system:: Direct questions in natural language (example: "Show all indemnity limit clauses")

Implementation steps::

  1. Installation requires the addition of thepdfminer.sixLibrary Handling Complex Layouts
  2. modificationsconfig.yamlLoading the thesaurus of legal terminology
  3. Recommended deployment program:
    • Ensuring Isolation with Docker Containers in Local Development Environments
    • Production environments are recommended to be paired with Elasticsearch to build full-text searches

Tests have shown that the program can reduce the review time of 100-page contracts from 8 hours to 30 minutes.

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