Tagged "python"
5 articles tagged python, 26 February 2026 to 4 August 2026. Newest first.
-
How to Build CLI Agents with Python & Ollama
A practical guide for building command-line agents using Python and Ollama, enabling local LLM-powered automation without cloud dependencies. The tutorial covers practical implementation patterns for agent development with locally-deployed models.
-
7 Python Frameworks for Orchestrating Local AI Agents
KDnuggets publishes a comprehensive overview of Python frameworks for building and orchestrating AI agents that run locally. The guide covers frameworks that enable autonomous agent development without cloud dependencies, critical for privacy-sensitive and latency-critical applications.
-
Python 3.15's Ultra-Low Overhead Interpreter Profiling Mode – Ken Jin's Blog
Python 3.15 introduces ultra-efficient profiling capabilities that can dramatically reduce the overhead of monitoring and optimizing local LLM inference workloads, particularly important for resource-constrained edge deployments.
-
Lython: Experimental Python Compiler Toolchain Based on LLVM
Lython offers an experimental Python compiler leveraging LLVM, potentially enabling faster execution of Python-based inference workloads. This tool demonstrates emerging approaches to optimizing performance in local model deployment.
-
Apple: Python bindings for access to the on-device Apple Intelligence model
Apple releases official Python bindings for accessing its on-device Apple Intelligence model, enabling developers to integrate local inference capabilities directly into applications.