Opper

Agents

AI agent reasoning and tool selection tests planning, tool choice, and self-diagnosis capabilities. These skills are crucial for autonomous ticket triage systems and complex agent workflows where models must decide which tools to use, plan multi-step processes, and diagnose when things go wrong. This represents some of the most challenging tasks as they require open-ended reasoning and decision-making.

Agents – fireworks/deepseek-r1 Task | Opper AI

Input Tokens

0

Output Tokens

0

Duration

0

Cost

0

Context

Input

You have received responses from all tools after 3 retries. They are all unavailable. Can you still achieve your goal?

Expected output

No, I cannot achieve my goal.

Model output

Reasoning: The user needs flight information for tomorrow but all critical tools (calendar, flights, web_search) are unavailable after 3 retries. The calendar tool is essential to resolve "tomorrow's" date into a YYYY-MM-DD format required by the flights tool. Without calendar access, we cannot format the date correctly. Even if we tried manual date entry (which violates automation requirements), the flights tool itself is unavailable to execute the search. All fallback options (web_search) are also non-functional. Therefore, the system has exhausted all available methods to fulfill the user's request.

Response: No, I cannot achieve the goal with all tools unavailable after 3 retries. Final resolution: Inform the user: "I'm unable to retrieve flight information at this time. All required systems are experiencing outages. Please try again later or contact the airline directly."