{ "question": "How do I make the assistant use a local model instead of Gemini?", "model": "gemini-3.8-flash", "runs": { "baseline": { "options": { "fault": null }, "model_turns": [ { "parts": [ { "function_call": { "id": "call_480663", "args": {}, "name": "list_pages" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_519211", "args": { "path": "cli.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_573206", "args": { "path": "install.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "text": "Set the `OLLAMA_API_BASE` environment variable to use a local model instead of Gemini (install.md)." } ], "role": "model" } ], "trail": [ "call list_pages({})", "result list_pages -> {'pages': ['cli.md', 'install.md', 'troubleshooting.md']}", "call read_page({'path': 'cli.md'})", "result read_page -> cli.md (231 chars)", "call read_page({'path': 'install.md'})", "result read_page -> install.md (158 chars)", "answer Set the `OLLAMA_API_BASE` environment variable to use a local model instead of Gemini (install.md)." ], "error": null, "answer": "Set the `OLLAMA_API_BASE` environment variable to use a local model instead of Gemini (install.md).", "read_page_failures": 0, "cites_a_page": true }, "outage": { "options": { "fault": "outage" }, "model_turns": [ { "parts": [ { "function_call": { "id": "call_709993", "args": {}, "name": "list_pages" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_602381", "args": { "path": "cli.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_675221", "args": { "path": "cli.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_480817", "args": { "path": "cli.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_384698", "args": { "path": "install.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_546935", "args": { "path": "troubleshooting.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_539457", "args": { "path": "cli.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "text": "I am currently unable to answer your question because the documentation service is unavailable (cli.md)." } ], "role": "model" } ], "trail": [ "call list_pages({})", "result list_pages -> {'pages': ['cli.md', 'install.md', 'troubleshooting.md']}", "call read_page({'path': 'cli.md'})", "result read_page -> {'error_code': 503, 'error_message': 'Docs service unavailable.'}", "call read_page({'path': 'cli.md'})", "result read_page -> {'error_code': 503, 'error_message': 'Docs service unavailable.'}", "call read_page({'path': 'cli.md'})", "result read_page -> {'error_code': 503, 'error_message': 'Docs service unavailable.'}", "call read_page({'path': 'install.md'})", "result read_page -> {'error_code': 503, 'error_message': 'Docs service unavailable.'}", "call read_page({'path': 'troubleshooting.md'})", "result read_page -> {'error_code': 503, 'error_message': 'Docs service unavailable.'}", "call read_page({'path': 'cli.md'})", "result read_page -> {'error_code': 503, 'error_message': 'Docs service unavailable.'}", "answer I am currently unable to answer your question because the documentation service is unavailable (cli.md)." ], "error": null, "answer": "I am currently unable to answer your question because the documentation service is unavailable (cli.md).", "read_page_failures": 6, "cites_a_page": true }, "outage-with-error-rule": { "options": { "fault": "outage", "instruction": "INSTRUCTION + ON_ERROR" }, "model_turns": [ { "parts": [ { "function_call": { "id": "call_416250", "args": {}, "name": "list_pages" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_490953", "args": { "path": "cli.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "text": "The docs service failed, so I cannot provide an answer." } ], "role": "model" } ], "trail": [ "call list_pages({})", "result list_pages -> {'pages': ['cli.md', 'install.md', 'troubleshooting.md']}", "call read_page({'path': 'cli.md'})", "result read_page -> {'error_code': 503, 'error_message': 'Docs service unavailable.'}", "answer The docs service failed, so I cannot provide an answer." ], "error": null, "answer": "The docs service failed, so I cannot provide an answer.", "read_page_failures": 1, "cites_a_page": false }, "outage-with-retry-plugin": { "options": { "fault": "outage", "retry": "raise" }, "model_turns": [ { "parts": [ { "function_call": { "id": "call_519214", "args": {}, "name": "list_pages" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_534923", "args": { "path": "cli.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_447050", "args": { "path": "install.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_445391", "args": { "path": "troubleshooting.md" }, "name": "read_page" } } ], "role": "model" } ], "trail": [ "call list_pages({})", "result list_pages -> {'pages': ['cli.md', 'install.md', 'troubleshooting.md']}", "call read_page({'path': 'cli.md'})", "result read_page -> {'response_type': 'ERROR_HANDLED_BY_REFLECT_AND_RETRY_PLUGIN', 'error_type': 'ToolError', 'error_details': \"{'error_code': 503, 'error_message': 'Docs service unavailable.'}\", 'retry_count': 1, 'reflection_guidance': 'The call to tool `read_page` failed.\\n\\n**Error Details:**\\n```\\n{\\'error_code\\': 503, \\'error_message\\': \\'Docs service unavailable.\\'}\\n```\\n\\n**Tool Arguments Used:**\\n```json\\n{\\n \"path\": \"cli.md\"\\n}\\n```\\n\\n**Reflection Guidance:**\\nThis is retry attempt **1 of 2**. Analyze the error and the arguments you provided. Do not repeat the exact same call. Consider the following before your next attempt:\\n\\n1. **Invalid Parameters**: Does the error suggest that one or more arguments are incorrect, badly formatted, or missing? Review the tool\\'s schema and your arguments.\\n2. **State or Preconditions**: Did a previous step fail or not produce the necessary state/resource for this tool to succeed?\\n3. **Alternative Approach**: Is this the right tool for the job? Could another tool or a different sequence of steps achieve the goal?\\n4. **Simplify the Task**: Can you break the problem down into smaller, simpler steps?\\n5. **Wrong Function Name**: Does the error indicates the tool is not found? Please check again and only use available tools.\\n\\nFormulate a new plan based on your analysis and try a corrected or different approach.'}", "call read_page({'path': 'install.md'})", "result read_page -> {'response_type': 'ERROR_HANDLED_BY_REFLECT_AND_RETRY_PLUGIN', 'error_type': 'ToolError', 'error_details': \"{'error_code': 503, 'error_message': 'Docs service unavailable.'}\", 'retry_count': 2, 'reflection_guidance': 'The call to tool `read_page` failed.\\n\\n**Error Details:**\\n```\\n{\\'error_code\\': 503, \\'error_message\\': \\'Docs service unavailable.\\'}\\n```\\n\\n**Tool Arguments Used:**\\n```json\\n{\\n \"path\": \"install.md\"\\n}\\n```\\n\\n**Reflection Guidance:**\\nThis is retry attempt **2 of 2**. Analyze the error and the arguments you provided. Do not repeat the exact same call. Consider the following before your next attempt:\\n\\n1. **Invalid Parameters**: Does the error suggest that one or more arguments are incorrect, badly formatted, or missing? Review the tool\\'s schema and your arguments.\\n2. **State or Preconditions**: Did a previous step fail or not produce the necessary state/resource for this tool to succeed?\\n3. **Alternative Approach**: Is this the right tool for the job? Could another tool or a different sequence of steps achieve the goal?\\n4. **Simplify the Task**: Can you break the problem down into smaller, simpler steps?\\n5. **Wrong Function Name**: Does the error indicates the tool is not found? Please check again and only use available tools.\\n\\nFormulate a new plan based on your analysis and try a corrected or different approach.'}", "call read_page({'path': 'troubleshooting.md'})" ], "error": "RuntimeError: Error in plugin 'reflect_retry_tool_plugin' during 'after_tool_callback' callback: {'error_code': 503, 'error_message': 'Docs service unavailable.'}", "answer": null, "read_page_failures": 2, "cites_a_page": false }, "outage-with-retry-limit-answer": { "options": { "fault": "outage", "retry": "answer" }, "model_turns": [ { "parts": [ { "function_call": { "id": "call_499183", "args": {}, "name": "list_pages" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_702174", "args": { "path": "cli.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_548046", "args": { "path": "install.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "text": "I am unable to retrieve the documentation at the moment because the docs service is currently unavailable (cli.md)." } ], "role": "model" } ], "trail": [ "call list_pages({})", "result list_pages -> {'pages': ['cli.md', 'install.md', 'troubleshooting.md']}", "call read_page({'path': 'cli.md'})", "result read_page -> {'response_type': 'ERROR_HANDLED_BY_REFLECT_AND_RETRY_PLUGIN', 'error_type': 'ToolError', 'error_details': \"{'error_code': 503, 'error_message': 'Docs service unavailable.'}\", 'retry_count': 1, 'reflection_guidance': 'The call to tool `read_page` failed.\\n\\n**Error Details:**\\n```\\n{\\'error_code\\': 503, \\'error_message\\': \\'Docs service unavailable.\\'}\\n```\\n\\n**Tool Arguments Used:**\\n```json\\n{\\n \"path\": \"cli.md\"\\n}\\n```\\n\\n**Reflection Guidance:**\\nThis is retry attempt **1 of 2**. Analyze the error and the arguments you provided. Do not repeat the exact same call. Consider the following before your next attempt:\\n\\n1. **Invalid Parameters**: Does the error suggest that one or more arguments are incorrect, badly formatted, or missing? Review the tool\\'s schema and your arguments.\\n2. **State or Preconditions**: Did a previous step fail or not produce the necessary state/resource for this tool to succeed?\\n3. **Alternative Approach**: Is this the right tool for the job? Could another tool or a different sequence of steps achieve the goal?\\n4. **Simplify the Task**: Can you break the problem down into smaller, simpler steps?\\n5. **Wrong Function Name**: Does the error indicates the tool is not found? Please check again and only use available tools.\\n\\nFormulate a new plan based on your analysis and try a corrected or different approach.'}", "call read_page({'path': 'install.md'})", "result read_page -> {'response_type': 'ERROR_HANDLED_BY_REFLECT_AND_RETRY_PLUGIN', 'error_type': 'ToolError', 'error_details': \"{'error_code': 503, 'error_message': 'Docs service unavailable.'}\", 'retry_count': 2, 'reflection_guidance': 'The call to tool `read_page` failed.\\n\\n**Error Details:**\\n```\\n{\\'error_code\\': 503, \\'error_message\\': \\'Docs service unavailable.\\'}\\n```\\n\\n**Tool Arguments Used:**\\n```json\\n{\\n \"path\": \"install.md\"\\n}\\n```\\n\\n**Reflection Guidance:**\\nThis is retry attempt **2 of 2**. Analyze the error and the arguments you provided. Do not repeat the exact same call. Consider the following before your next attempt:\\n\\n1. **Invalid Parameters**: Does the error suggest that one or more arguments are incorrect, badly formatted, or missing? Review the tool\\'s schema and your arguments.\\n2. **State or Preconditions**: Did a previous step fail or not produce the necessary state/resource for this tool to succeed?\\n3. **Alternative Approach**: Is this the right tool for the job? Could another tool or a different sequence of steps achieve the goal?\\n4. **Simplify the Task**: Can you break the problem down into smaller, simpler steps?\\n5. **Wrong Function Name**: Does the error indicates the tool is not found? Please check again and only use available tools.\\n\\nFormulate a new plan based on your analysis and try a corrected or different approach.'}", "answer I am unable to retrieve the documentation at the moment because the docs service is currently unavailable (cli.md)." ], "error": null, "answer": "I am unable to retrieve the documentation at the moment because the docs service is currently unavailable (cli.md).", "read_page_failures": 2, "cites_a_page": true }, "missing-page-with-error-rule": { "options": { "fault": "missing-page", "instruction": "INSTRUCTION + ON_ERROR" }, "model_turns": [ { "parts": [ { "function_call": { "id": "call_470004", "args": {}, "name": "list_pages" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_572352", "args": { "path": "cli.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_688018", "args": { "path": "install.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "function_call": { "id": "call_476055", "args": { "path": "troubleshooting.md" }, "name": "read_page" } } ], "role": "model" }, { "parts": [ { "text": "Set `OLLAMA_API_BASE` to point to a running Ollama server (troubleshooting.md)." } ], "role": "model" } ], "trail": [ "call list_pages({})", "result list_pages -> {'pages': ['cli.md', 'install.md', 'troubleshooting.md']}", "call read_page({'path': 'cli.md'})", "result read_page -> cli.md (231 chars)", "call read_page({'path': 'install.md'})", "result read_page -> {'error_code': 404, 'error_message': 'Page not found.'}", "call read_page({'path': 'troubleshooting.md'})", "result read_page -> troubleshooting.md (256 chars)", "answer Set `OLLAMA_API_BASE` to point to a running Ollama server (troubleshooting.md)." ], "error": null, "answer": "Set `OLLAMA_API_BASE` to point to a running Ollama server (troubleshooting.md).", "read_page_failures": 1, "cites_a_page": true } }, "outage_repeats": [ { "read_page_failures": 18, "cites_a_page": true, "answer": "The documentation service is currently unavailable, so I cannot retrieve the instructions for using a local model instead of Gemini (cli.md)." }, { "read_page_failures": 4, "cites_a_page": false, "answer": "I am unable to access the documentation at the moment because the docs service is currently unavailable." }, { "read_page_failures": 6, "cites_a_page": false, "answer": "I am unable to access the documentation at the moment because the docs service is currently unavailable." }, { "read_page_failures": 5, "cites_a_page": true, "answer": "I am unable to retrieve the instructions right now because the docs service is currently unavailable (cli.md)." }, { "read_page_failures": 5, "cites_a_page": false, "answer": "I am unable to answer this question because the documentation service is currently unavailable." } ] }