Discover how to equip your autonomous AI agents with external tools and APIs, enabling them to interact with the real world, perform …
Tag: Python
Articles tagged with Python. Showing 279 articles.
Chapters
Dive deep into structured logging for AI systems. Learn how to capture crucial AI interaction data like prompts, responses, and performance …
Prepare your development environment for integrating AI into DevOps workflows. Learn to set up Python, virtual environments, essential AI/ML …
Take your first steps with a CLI-first AI agent like Gemini CLI. Learn to install, configure, and interact with AI directly from your …
Learn how to build, optimize, and scale robust LLM inference pipelines. Explore pre-processing, model serving, post-processing, GPU …
Explore intelligent querying techniques in RAG 2.0, focusing on how Large Language Models (LLMs) enhance retrieval through query rewriting …
Dive into LangGraph to build dynamic, stateful AI agent workflows. Learn about state machines, graph nodes, and edges for complex agent …
Learn how to optimize LLM context by mastering reduction and summarization techniques, enhancing performance and reliability in production …
Learn how to systematically test and validate prompts for Large Language Models (LLMs) to ensure optimal performance, safety, and …
Learn how to implement distributed tracing for AI systems, covering OpenTelemetry setup, instrumenting LLM calls, and tracking critical …
Explore vector memory and embeddings, understanding how AI agents leverage numerical representations for efficient similarity-based …
Dive into AutoGen, Microsoft's framework for building multi-agent systems that collaborate through conversational AI. Learn to define agent …