Prepare your system for AI agent development with AIPack. This guide covers Python, AIPack CLI, Ollama for local models, and VS Code setup …
Tag: Python
Articles tagged with Python. Showing 307 articles.
Chapters
Learn how to connect your AIPack agents to various AI models, including local setups with Ollama and popular cloud provider APIs, for …
Master context control in AIPack to manage AI agent memory effectively, especially when working with large codebases. Learn RAG, chunking, …
Build an AI-assisted Python debugging agent with AIPack. Learn to integrate AI into your debugging workflow, leveraging MCP and multi-stage …
Master essential resilience patterns like retries, timeouts, and circuit breakers to build robust, fault-tolerant distributed systems and …
Step-by-step tutorial: Get Started with FalkorDB GraphRAG SDK 1.0. A basic GraphRAG application that leverages FalkorDB and an LLM to answer …
Understand the landscape of on-device AI agents and tiny LLM systems, set up your development environment, and explore core tooling for edge …
Learn how to integrate a tiny, quantized Large Language Model (LLM) directly onto an edge device for natural language understanding, …
Connect on-device Speech-to-Text (STT) output to a local TinyLLM for intent recognition and entity extraction, forming the core of your AI …
Integrate your on-device AI agent with smart home systems to execute real-world actions using local APIs and tiny LLMs for intent mapping.
Learn how to build robust, secure, and error-tolerant on-device AI agents and tiny LLM systems using modern edge AI tooling as of early …
Unlock the power of Large Language Models by mastering foundational prompt engineering techniques. Learn to craft effective prompts, …