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This project is a comprehensive collection of Python programming education materials, including tutorials, exercises, and curated code samples. It serves as a learning curriculum and software engineering toolkit, utilizing Jupyter Notebooks to combine executable code with descriptive educational text. The repository provides practical implementation guides for building large language model applications, such as retrieval-augmented generation systems, stateful AI agents, and machine learning workflows. It distinguishes itself by offering a structured approach to agentic coding workflows, cover

This project is a developer utility that functions as an artificial intelligence-powered assistant for database query management. It provides an interactive interface for translating between natural language and structured database code, simplifying the processes of writing, debugging, and maintaining complex queries. The tool distinguishes itself by incorporating schema-aware context injection, which allows it to align generated queries with specific table definitions and relationship metadata. By maintaining stateful conversation history and utilizing large language model prompting, it enab