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Nano Banana can be prompt engineered for extremely nuanced AI image generation
The article highlights Nano Banana’s capability for exceptionally nuanced AI image generation, leveraging a large 32,768-token context window to enable highly detailed and controlled prompts. These features allow for precise adjustments and creative experimentation, pushing the boundaries of prompt engineering in AI art.
Lazy Skills: A Token-Efficient Approach to Dynamic Agent Capabilities
The article presents a method for AI agents to progressively load capabilities on-demand through a three-level system—metadata discovery, detailed documentation loading, and executable tool registration. This approach significantly reduces token usage in large language model contexts, enhances extensibility, and improves efficiency by isolating skills in subprocesses and using keyword-ba...
portable_python
Self-contained Python distribution for Linux.
GNN From Scratch
The article provides an introduction to Graph Neural Networks (GNNs), explaining how graphs are represented for machine learning and introducing the mathematical intuition behind GNNs. It covers key concepts such as nodes, edges, and the message-passing mechanism, helping readers understand how GNNs learn from graph-structured data.
Hachi: An (Image) Search engine
The Hachi project is an end-to-end, fast, self-hosted semantic and metadata search engine designed to enable comprehensive search across all types of media by extracting independent information from distributed personal data. It prioritizes minimal external dependencies, hackability, and the integration of machine learning models to fuse deterministic and semantic attributes, aiming for ...
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GNN From Scratch
The article provides an introduction to Graph Neural Networks (GNNs), explaining how graphs are represented for machine learning and introducing the mathematical intuition behind GNNs. It covers key concepts such as nodes, edges, and the message-passing mechanism, helping readers understand how GNNs learn from graph-structured data.
How to use UUIDv7 in Python, Django and PostgreSQL
Learn how to use UUIDv7 today with stable releases of Python 3.14, Django 5.2 and PostgreSQL 18. A step by step guide showing how to generate UUIDv7 in Python, store them in Django models, use PostgreSQL native functions and build time ordered primary keys without writing SQL.
You’re Passing Way Too Many Arguments (and How to Fix It)
The video explains how the Context Object Pattern helps reduce repeated function arguments by grouping related data into a single object, simplifying function signatures and improving maintainability. It also discusses the trade-offs, like increased coupling, and suggests using Python protocols to keep code decoupled and testable, recommending context objects mainly for higher-level func...
PyBay 2025 Videos
The talk videos from PyBay 2025 are now available.
Python Hub Weekly Digest for 2025-11-16
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Project by Ruslan Keba. Since 2012. Powered by Python. Made in 🇺🇦Ukraine.