ai-agent-book 精选快照（<2MB 代码与文档，来自 github.com/bojieli/ai-agent-book）

chapter4/multimodal-agent/validation/checkpoints/20260729T185104Z-judge.json

@@ -0,0 +1,67 @@
+[
+  {
+    "purpose": "external-answer-judge",
+    "provider": "moonshot",
+    "endpoint": "https://api.moonshot.cn/v1",
+    "started_at": "2026-07-29T18:54:20.300357+00:00",
+    "latency_ms": 13009.478,
+    "request": {
+      "model": "moonshot-v1-8k",
+      "seed": 37,
+      "temperature": 0,
+      "response_format": {
+        "type": "json_object"
+      },
+      "messages": [
+        {
+          "role": "system",
+          "content": "Independently judge chart QA answers. Return JSON {items:[{id,correct,score,reason}]}. Score 1 only if every requested quarter/value/difference matches the reference; otherwise 0."
+        },
+        {
+          "role": "user",
+          "content": "[{\"id\": \"png:native:highest\", \"question\": \"Which quarter had the highest revenue, and what was the exact value?\", \"reference\": \"Q4, $180M\", \"answer\": \"The highest revenue was in Q4, with an exact value of $180M. Visual evidence: The Q4 bar is the tallest in the chart, explicitly labeled \\\"$180M\\\" and exceeding the revenue of Q1 ($120M), Q2 ($150M), and Q3 ($95M).\\n\\n**Answer:** Q4 had the highest revenue at $180M.\"}, {\"id\": \"png:extract:highest\", \"question\": \"Which quarter had the highest revenue, and what was the exact value?\", \"reference\": \"Q4, $180M\", \"answer\": \"Q1 had the highest revenue, with an exact value of $180M.\"}, {\"id\": \"png:tool:highest\", \"question\": \"Which quarter had the highest revenue, and what was the exact value?\", \"reference\": \"Q4, $180M\", \"answer\": \"The highest revenue was in Q4 with an exact value of $180M.\"}, {\"id\": \"png:native:lowest_gap\", \"question\": \"Which quarter had the lowest revenue, what was its value, and by how much did Q4 exceed it?\", \"reference\": \"Q3, $95M; Q4 exceeded it by $85M\", \"answer\": \"- **Lowest revenue quarter**: Q3  \\n- **Value**: $95M  \\n- **Q4 exceedance**: Q4 revenue ($180M) minus Q3 revenue ($95M) = $85M  \\n\\n\\n**Visual evidence**: The red bar for Q3 is the shortest, labeled \\\"$95M,\\\" confirming it as the lowest. Q4’s purple bar is labeled \\\"$180M,\\\" the tallest. The vertical difference between Q4 and Q3 bars corresponds to $85M.\"}, {\"id\": \"png:extract:lowest_gap\", \"question\": \"Which quarter had the lowest revenue, what was its value, and by how much did Q4 exceed it?\", \"reference\": \"Q3, $95M; Q4 exceeded it by $85M\", \"answer\": \"The lowest revenue was in Q1 with $95M, and Q4 exceeded it by $85M.\"}, {\"id\": \"png:tool:lowest_gap\", \"question\": \"Which quarter had the lowest revenue, what was its value, and by how much did Q4 exceed it?\", \"reference\": \"Q3, $95M; Q4 exceeded it by $85M\", \"answer\": \"The lowest revenue occurred in Q3, with a value of $95M. Q4's revenue was $180M, exceeding Q3 by $85M ($180M - $95M).  \\n\\n**Answers:**  \\n- Lowest revenue quarter: Q3  \\n- Value: $95M  \\n- Q4 exceeded it by: $85M\"}, {\"id\": \"pdf:native:highest\", \"question\": \"Which quarter had the highest revenue, and what was the exact value?\", \"reference\": \"Q4, $180M\", \"answer\": \"The fourth quarter (Q4) had the highest revenue, with an exact value of $180M.  \\n\\n**Visual evidence**: The Q4 bar in the \\\"Acme Corp Quarterly Revenue 2024\\\" bar graph is the tallest, explicitly labeled \\\"$180M,\\\" exceeding Q1 ($120M), Q2 ($150M), and Q3 ($95M).\"}, {\"id\": \"pdf:extract:highest\", \"question\": \"Which quarter had the highest revenue, and what was the exact value?\", \"reference\": \"Q4, $180M\", \"answer\": \"The fourth quarter had the highest revenue, but the exact value is unavailable.\"}, {\"id\": \"pdf:tool:highest\", \"question\": \"Which quarter had the highest revenue, and what was the exact value?\", \"reference\": \"Q4, $180M\", \"answer\": \"The highest revenue in 2024 was in the fourth quarter (Q4), with an exact value of $180M. This is supported by the visual bar chart labeled \\\"Acme Corp Quarterly Revenue 2024,\\\" which shows Q4 as the tallest bar explicitly marked with \\\"$180M,\\\" exceeding Q1 ($120M), Q2 ($150M), and Q3 ($95M). The report also notes a \\\"strong recovery in the final quarter\\\" attributed to the launch of the new enterprise product line, confirming Q4's surge.\"}, {\"id\": \"pdf:native:lowest_gap\", \"question\": \"Which quarter had the lowest revenue, what was its value, and by how much did Q4 exceed it?\", \"reference\": \"Q3, $95M; Q4 exceeded it by $85M\", \"answer\": \"- **Lowest revenue quarter**: Q3  \\n- **Value**: $95M  \\n- **Q4 exceedance**: Q4 revenue ($180M) minus Q3 revenue ($95M) = $85M  \\n\\n\\n**Visual evidence**: The bar graph shows Q3 with the shortest bar, labeled $95M. Q4’s bar is the tallest, labeled $180M. The vertical gap between Q3 and Q4 bars corresponds to $85M.\"}, {\"id\": \"pdf:extract:lowest_gap\", \"question\": \"Which quarter had the lowest revenue, what was its value, and by how much did Q4 exceed it?\", \"reference\": \"Q3, $95M; Q4 exceeded it by $85M\", \"answer\": \"unavailable\"}, {\"id\": \"pdf:tool:lowest_gap\", \"question\": \"Which quarter had the lowest revenue, what was its value, and by how much did Q4 exceed it?\", \"reference\": \"Q3, $95M; Q4 exceeded it by $85M\", \"answer\": \"The lowest revenue quarter was Q3, with a value of $95M. Q4 revenue was $180M, exceeding Q3 by $85M. \\n\\n**Details**: The visual inspection confirms Q3 (red bar) as the lowest with $95M, while Q4 (purple bar) is the highest at $180M. The difference is calculated as $180M - $95M = $85M.\"}]"
+        }
+      ]
+    },
+    "response": {
+      "id": "chatcmpl-6a6a4c5c0efb1450ac9b2119",
+      "choices": [
+        {
+          "finish_reason": "stop",
+          "index": 0,
+          "logprobs": null,
+          "message": {
+            "content": "{\"items\":[{\"id\": \"png:native:highest\", \"correct\": true, \"score\": 1, \"reason\": \"The answer correctly identifies Q4 as the quarter with the highest revenue and provides the exact value of $180M, matching the reference answer.\"}, {\"id\": \"png:extract:highest\", \"correct\": false, \"score\": 0, \"reason\": \"The answer incorrectly states Q1 as the quarter with the highest revenue instead of Q4.\"}, {\"id\": \"png:tool:highest\", \"correct\": true, \"score\": 1, \"reason\": \"The answer correctly identifies Q4 as the quarter with the highest revenue and provides the exact value of $180M, matching the reference answer.\"}, {\"id\": \"png:native:lowest_gap\", \"correct\": true, \"score\": 1, \"reason\": \"The answer correctly identifies Q3 as the quarter with the lowest revenue, provides the exact value of $95M, and correctly calculates the difference of $85M that Q4 exceeded it by, matching the reference answer.\"}, {\"id\": \"png:extract:lowest_gap\", \"correct\": false, \"score\": 0, \"reason\": \"The answer incorrectly states Q1 as the quarter with the lowest revenue instead of Q3.\"}, {\"id\": \"png:tool:lowest_gap\", \"correct\": true, \"score\": 1, \"reason\": \"The answer correctly identifies Q3 as the quarter with the lowest revenue, provides the exact value of $95M, and correctly calculates the difference of $85M that Q4 exceeded it by, matching the reference answer.\"}, {\"id\": \"pdf:native:highest\", \"correct\": true, \"score\": 1, \"reason\": \"The answer correctly identifies Q4 as the quarter with the highest revenue and provides the exact value of $180M, matching the reference answer.\"}, {\"id\": \"pdf:extract:highest\", \"correct\": false, \"score\": 0, \"reason\": \"The answer states that the exact value is unavailable, which contradicts the reference answer that provides the exact value of $180M.\"}, {\"id\": \"pdf:tool:highest\", \"correct\": true, \"score\": 1, \"reason\": \"The answer correctly identifies Q4 as the quarter with the highest revenue and provides the exact value of $180M, matching the reference answer and providing additional context.\"}, {\"id\": \"pdf:native:lowest_gap\", \"correct\": true, \"score\": 1, \"reason\": \"The answer correctly identifies Q3 as the quarter with the lowest revenue, provides the exact value of $95M, and correctly calculates the difference of $85M that Q4 exceeded it by, matching the reference answer.\"}, {\"id\": \"pdf:extract:lowest_gap\", \"correct\": false, \"score\": 0, \"reason\": \"The answer states that the information is unavailable, which contradicts the reference answer that provides the exact values and the difference.\"}, {\"id\": \"pdf:tool:lowest_gap\", \"correct\": true, \"score\": 1, \"reason\": \"The answer correctly identifies Q3 as the quarter with the lowest revenue, provides the exact value of $95M, and correctly calculates the difference of $85M that Q4 exceeded it by, matching the reference answer.\"}]}",
+            "refusal": null,
+            "role": "assistant",
+            "annotations": null,
+            "audio": null,
+            "function_call": null,
+            "tool_calls": null
+          }
+        }
+      ],
+      "created": 1785351261,
+      "model": "moonshot-v1-8k",
+      "object": "chat.completion",
+      "service_tier": null,
+      "system_fingerprint": null,
+      "usage": {
+        "completion_tokens": 781,
+        "prompt_tokens": 1583,
+        "total_tokens": 2364,
+        "completion_tokens_details": null,
+        "prompt_tokens_details": null
+      }
+    },
+    "usage": {
+      "completion_tokens": 781,
+      "prompt_tokens": 1583,
+      "total_tokens": 2364,
+      "completion_tokens_details": null,
+      "prompt_tokens_details": null
+    },
+    "response_model": "moonshot-v1-8k",
+    "response_id": "chatcmpl-6a6a4c5c0efb1450ac9b2119"
+  }
+]