Gen. David L.Several ways to improving the accuracy of AI-generated SQLThere is a common issue with NL2SQL (Natural Language to SQL) solutions where the accuracy of data queries is low. While querying databases…Aug 26Aug 26
Gen. David L.Fish Speech: An Efficient Low-Memory Voice Cloning Open Source ToolWhat is Fish Speech?Jul 31Jul 31
Gen. David L.Complete Guide to Running Ollama’s Large Language Model (LLM) Locally — Part 1Introduction to OllamaJul 28Jul 28
Gen. David L.Python Optimus Library: A Powerful Tool for Big Data Processing and ETLIn the field of big data analysis and processing, ETL (Extract, Transform, Load) operations are crucial steps to ensure data quality and…Jul 22Jul 22
Gen. David L.FuzzyWuzzy - Python library for fuzzy string matchingFuzzyWuzzy is a Python library for fuzzy string matching. It calculates the similarity between strings based on distance algorithms, such…Jul 14Jul 14
Gen. David L.Several Outstanding Text2Sql (Chat2Sql) Open Source ProjectsIn the past, when boss, decision-makers, or business personnel wanted to gather some statistics or create a report, they invariably needed…Jul 10Jul 10
Gen. David L.Algorithms-the most comprehensive Python algorithm packageIn software development and computer science, algorithms are the core tools for problem-solving. Python, as a widely used programming…Jul 7Jul 7
Gen. David L.Apply the query Function to Enhance Data Filtering Efficiency in PandasMost Pandas users are familiar with the iloc[] and loc[] indexer methods for retrieving rows and columns from a Pandas DataFrame. However…Jun 29Jun 29
Gen. David L.Explore the Speed of DuckDB with Hundred-Million Row CSV FilesMany of you may have encountered a situation where you have a CSV file with 10 or 100 millions of rows and want to perform some analysis…Jun 27Jun 27
Gen. David L.How to Easily Split a Column of Data into Two Columns in PandasIn data processing, we often encounter situations where we need to split a column of data into multiple columns based on a certain rule…Jun 23Jun 23