Galileo

18 reviews

Galileo's Agentic Evaluations is a comprehensive solution designed to empower developers in building reliable AI agents powered by large language models (LLMs). This platform provides the necessary tools and insights to optimize agent performance, ensuring they are ready for real-world deployment. Key Features and Functionality: - Complete Visibility into Agent Workflows: Developers gain a clear view of multi-step agent completions, from input to final action, with comprehensive tracing and visualizations that help quickly identify inefficiencies and errors. - Agent-Specific Metrics: The platform offers proprietary, research-backed metrics to evaluate agents at multiple levels, including: - LLM Planner: Assesses tool selection quality and instruction accuracy. - Tool Calls: Evaluates errors in individual tool executions. - Overall Session Success: Measures task completion and successful agent interactions. - Granular Cost and Latency Tracking: Optimize cost-effectiveness with aggregate tracking for cost, latency, and errors across sessions and processes. - Seamless Integrations: Supports popular AI frameworks like LangGraph and CrewAI, facilitating easy integration into existing workflows. - Proactive Insights: Provides alerts and dashboards to identify systemic issues and uncover actionable insights for continuous improvement, such as failed tool calls or misalignment between final actions and initial instructions. Primary Value and Problem Solved: Agentic Evaluations addresses the challenges developers face in building and evaluating AI agents, such as non-deterministic paths, increased failure points, and cost management. By offering an end-to-end framework with system-level and step-by-step evaluations, it enables the development of reliable, resilient, and high-performing AI agents. This ensures that agents are not only functional but also efficient and trustworthy, ready to handle complex, multi-step workflows in real-world applications.