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Browsing: Dynamic
class CalculatorSkill(Skill): def _define_metadata(self): return SkillMetadata( name=”calculator”, description=”Evaluate mathematical expressions. Supports arithmetic, powers, and ” “math functions: sqrt, abs, round, log, sin, cos, tan.”, category=SkillCategory.REASONING, tags=[“math”,…
A Coding Implementation to Build Multi-Agent AI Systems with SmolAgents Using Code Execution, Tool Calling, and Dynamic Orchestration
In this tutorial, we build an advanced, production-ready agentic system using SmolAgents and demonstrate how modern, lightweight AI agents can reason, execute code, dynamically manage tools,…
Image by Editor # Introduction The intersection of declarative programming and data engineering continues to reshape how organizations build and maintain their data infrastructure. A recent…
How to Design a Streaming Decision Agent with Partial Reasoning, Online Replanning, and Reactive Mid-Execution Adaptation in Dynamic Environments
@dataclass class AgentConfig: horizon: int = 6 replan_on_target_move: bool = True replan_on_obstacle_change: bool = True max_steps: int = 120 think_latency: float = 0.02 act_latency: float =…
A site called PSprices has been tracking prices on Sony’s digital game store and noticed something unusual: some games were being offered at different prices to…
Apple’s long-awaited first entries into the touchscreen laptop market could arrive as early as the fall, according to a new report from Bloomberg, with a feature…
Apple’s plan to add touchscreens to its premium MacBook Pros is coming into focus. Bloomberg reports that when the new laptops launch this fall, they’ll feature…
Apple’s OLED touchscreen MacBook Pros set to launch this fall will get a Dynamic Island feature like what’s available on iPhones, according to Bloomberg’s Mark Gurman.…
Apple is expected to launch redesigned MacBook Pro laptops later this year, and these are expected to bring a massive overhaul in terms of looks and…
How to Build an Atomic-Agents RAG Pipeline with Typed Schemas, Dynamic Context Injection, and Agent Chaining
In this tutorial, we build an advanced, end-to-end learning pipeline around Atomic-Agents by wiring together typed agent interfaces, structured prompting, and a compact retrieval layer that…
