Batch Extraction of Specified Fields from Images Using Python and Local Large Models to Enhance Audit Efficiency

Batch Extraction of Specified Fields from Images Using Python and Local Large Models to Enhance Audit Efficiency

Applying AI in Audit Work, Starting with Small Scenarios. There are many methods to achieve the same goal, including direct Q&A, using Coze, n8n, Yingdao, or calling locally deployed or online large models with Python. Today, I will demonstrate the method of extracting specified information from images in audit work using Python and Ollama. 1. … Read more

Application of Python Data Analysis Techniques in Government Investment Auditing

Application of Python Data Analysis Techniques in Government Investment Auditing

Author: Wu Qiong, Lu Jing In government investment auditing, the review of the bidding process for construction projects is a key focus. The traditional auditing method involves manually comparing unstructured bidding documents to identify clues of collusion and bid-rigging, which not only consumes a lot of manpower and time but also results in subjective comparisons … Read more

Practical Python | A Review of Useful Large Model APIs (Including Free Options)

Practical Python | A Review of Useful Large Model APIs (Including Free Options)

1. Introduction (First, let’s set the stage) Why emphasize free large models in the title? Aren’t most large models free to use? Not at all; free usage is limited to mobile apps and official websites, and the API services they provide are all paid. Alright, let’s get to the main content. In the previous article, … Read more

Chiba Takusaburo: A Primary School Teacher Drafting the Constitution for the Nation

Chiba Takusaburo: A Primary School Teacher Drafting the Constitution for the Nation

This article is excerpted from Mr. Ma Guochuan’s “Enlightenment of the Nation”, with thanks to the author for authorization to publish. Chiba Takusaburo, as a humble mountain dweller, was far removed from the world yet harbored thoughts for the nation, single-handedly drafting a constitution for the country. Unfortunately, he passed away young and remained anonymous … Read more

Musk’s Business Strategy: Controlling the U.S. Government with AI and Replacing Soldiers with Robots?

Musk's Business Strategy: Controlling the U.S. Government with AI and Replacing Soldiers with Robots?

“To defeat the enemy without fighting is the best strategy.” This quote comes from “The Art of War” by Sun Tzu, originally meaning to make the enemy surrender without war, which is the highest form of strategy. In the context of today’s American tech mogul Elon Musk, it is a perfect description. He has not … Read more