Tag: Python

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, …

Master the art of crafting precise and secure prompts using system messages, effective delimiters, and structured output control for …

Unlock robust LLM reasoning with Chain-of-Thought and Self-Consistency. Learn to guide LLMs through complex problems, improving accuracy and …

Explore the fundamentals of Retrieval-Augmented Generation (RAG) architectures, understand why they are crucial for production-ready LLM …

Learn to build a Retrieval-Augmented Generation (RAG) system from scratch, covering document chunking, generating embeddings, and utilizing …

Unpack the core components of an Agentic AI system: the LLM brain, crucial memory, external tools, and intelligent planning mechanisms. …

Learn how to orchestrate complex AI agents using popular frameworks like LangChain and LlamaIndex, integrating LLMs, tools, and memory for …

Extend your AI agents' capabilities by integrating custom tools and external APIs to access real-time data and perform actions beyond their …

Explore persistent agent memory, distinguishing between short-term context and long-term knowledge bases for robust, production-ready AI …

Learn to rigorously evaluate and test your prompts and AI agents for accuracy, reliability, cost-efficiency, and safety in production …