claude-code - 💡(How to fix) Fix [Bug] Model hallucination/unreliability in auto mode with Claude 3.5 Sonnet [1 comments, 2 participants]

[{"error":"Error: ensureToolResultPairing: repaired missing tool_result blocks (1130 -> 1130 messages). Message structure: [0] user; [1] user; [2] assistant(id=msg_01E36JqmpLi9UYz6aciDHV7p, tool_uses=[toolu_0178c1EfXtQx1cmedyw32p8A,toolu_01WjCx3sXdVQGoBekZ3LY2Ds]); [3] user(tool_results=[toolu_0178c1EfXtQx1cmedyw32p8A,toolu_01WjCx3sXdVQGoBekZ3LY2Ds]); [4] assistant(id=msg_01NYNVcSAhJPYQwge7CV8Rx8, tool_uses=[toolu_01QxE2R4bYVdfxhXitBxjSRw,toolu_01VA2PvQX7r39ER7cLj4xUnK]); [5] user(tool_results=[toolu_01QxE2R4bYVdfxhXitBxjSRw,toolu_01VA2PvQX7r39ER7cLj4xUnK]); [6] assistant(id=msg_01CSVZ3R6TZLxaQUj4HVfHx7, tool_uses=[toolu_01ANPdTP6UyVTsWu4n4u3Rii,toolu_01Nbuqib7us6XYoJcGE9pSZv]); [7] user(tool_results=[toolu_01ANPdTP6UyVTsWu4n4u3Rii,toolu_01Nbuqib7us6XYoJcGE9pSZv]); [8] assistant(id=msg_01D1iagMrRVkRsmNEY6s7MrP, tool_uses=[toolu_012yhnt5WGtBCE2vNcefSaBX]); [9] user(tool_results=[toolu_012yhnt5WGtBCE2vNcefSaBX]); [10] assistant(id=msg_01R13MgALmQuCDB7Tx5aD4Yu, tool_uses=[toolu_01FwrKHDnhEdjV2KLV6doxzK]); [11] user(tool_results=[toolu_01FwrKHDnhEdjV2KLV6doxzK]); [12] assistant(id=msg_01GRBcKrcMP5V3Fwsknz9rF4, tool_uses=[toolu_01YKxh6fDiMbeTTWU4txLwHy]); [13] user(tool_results=[toolu_01YKxh6fDiMbeTTWU4txLwHy]); [14] assistant(id=msg_01DyYGtiMUeXFeRDRFnwmc4z, tool_uses=[toolu_015RVRKeHhy8juetkPCBq5wM]); [15] user(tool_results=[toolu_015RVRKeHhy8juetkPCBq5wM]); [16] assistant(id=msg_013uZybBVS7BLpEUuuYfCBwN, tool_uses=[toolu_01UrUUkxvRqrA9WbNRYjr8Tq]); [17] user(tool_results=[toolu_01UrUUkxvRqrA9WbNRYjr8Tq]); [18] assistant(id=msg_01DtKvsKUQHeVRSEgq5bkxRz, tool_uses=[toolu_016tiUevS9vurPztjDFdXt7E,toolu_01JSzYjTfYyW22v4NNmNE5ng,toolu_01V19NieY2WZXpXnmBNbzHQT,toolu_01MGV53cyUxADgcw5jSskokg,toolu_01NaSiT8Nd9KsFnMcWWYfFgc,toolu_01RhagQDUNPKX6byXvVyv6Cc,toolu_01QCsCM1Jc74ctfaK7FdsJVF]); [19] user(tool_results=[toolu_01MGV53cyUxADgcw5jSskokg]); [20] assistant(id=msg_011xE3rbzr3x9jFotrpJqjXi, tool_uses=[toolu_018aeVaXNLWt2TJB8yQ6aJqa]); [21] user(tool_results=[toolu_018aeVaXNLWt2TJB8yQ6aJqa]); [22] assistant(id=msg_01FBPMRLScZV1wvr8Y9iHFBz, tool_uses=[toolu_01GrGCiqbx6MWrUC1aRSKiTG,toolu_01SfdN9fQZuztv2ZssHGH7v4]); [23] user(tool_results=[toolu_01GrGCiqbx6MWrUC1aRSKiTG,toolu_01SfdN9fQZuztv2ZssHGH7v4]); [24] assistant(id=msg_01FiVWNW4qNATtHSKKCPVSun, tool_uses=[toolu_01T31aEZWXd8C2y44Z37yWMz]); [25] user(tool_results=[toolu_01T31aEZWXd8C2y44Z37yWMz]); [26] assistant(id=msg_01G9oTdJwzxggbKt15yi1CsY, tool_uses=[toolu_01HYxwYmHTkVaSuu6sywFDGM]); [27] user(tool_results=[toolu_01HYxwYmHTkVaSuu6sywFDGM]); [28] assistant(id=msg_01HvWMXDtGUaJ6ytgtifRAc5, tool_uses=[toolu_01VPwG9io4HWJ9yZtWCHniUW,toolu_017MQf9utN6ywEEzDNWFXKy6]); [29] user(tool_results=[toolu_01VPwG9io4HWJ9yZtWCHniUW,toolu_017MQf9utN6ywEEzDNWFXKy6]); [30] assistant(id=msg_01KTGvwtMHqjfpHeiDZvdYqJ, tool_uses=[toolu_01ARfaPJZqH1AsqJXB1qUbka]); [31] user(tool_results=[toolu_01ARfaPJZqH1AsqJXB1qUbka]); [32] assistant(id=msg_01M2tSGaAQNZNbbKcdSuxj19, tool_uses=[toolu_01TYVsrBaqv9Eakcy1gjfF6Q,toolu_01Sx7orKB3qKtUraq8DZM1kP,toolu_01NDvEEmqZZZN2x6UsSyG28L,toolu_01Tbv6LhS75Z6TRBNBeHUE6x,toolu_01R8Qur2N9w6rd4mwBqjczer,toolu_01BTdeJUcfquRPjCL3DMWbj6]); [33] user(tool_results=[toolu_01TYVsrBaqv9Eakcy1gjfF6Q,toolu_01Sx7orKB3qKtUraq8DZM1kP,toolu_01NDvEEmqZZZN2x6UsSyG28L,toolu_01Tbv6LhS75Z6TRBNBeHUE6x,toolu_01R8Qur2N9w6rd4mwBqjczer,toolu_01BTdeJUcfquRPjCL3DMWbj6]); [34] assistant(id=msg_01BqKkSzsrRLx7iVk5WGW1Qg, tool_uses=[toolu_01Qa8QMACJNvRUJcGYkxQicL]); [35] user(tool_results=[toolu_01Qa8QMACJNvRUJcGYkxQicL]); [36] assistant(id=msg_014o8f1hrsZ9RnUdSqmQKXro, tool_uses=[]); [37] user; [38] assistant(id=msg_012qj4J3okd3HNVit1LYtexG, tool_uses=[toolu_017Xye5HZxRnuPSJQWZj2jiV,toolu_01CmozKp42PNgH1i5vJzzYwp,toolu_01QfCi6RYPFtP2xVhKoudaEd,toolu_01L29iRgp2oDWjCAY2VdJ3cX,toolu_0113g2jpK3sG5NmGigvj8mmW,toolu_01XA2EvCCFHmJyQmyHijPc58]); [39] user(tool_results=[toolu_01QfCi6RYPFtP2xVhKoudaEd,toolu_01XA2EvCCFHmJyQmyHijPc58]); [40] assistant(id=msg_011Lp28FM6NX9RWyJrmvKnqe, tool_uses=[toolu_017J4BqNtx2tkm6tD6jEibub]); [41] user(tool_results=[toolu_017J4BqNtx2tkm6tD6jEibub]); [42] assistant(id=msg_01CTVhF5bEu8ADTtuoP5DFz2, tool_uses=[toolu_01THM83YiUP6CgewQ2dDdHsH,toolu_01ShLsewLNRyQuWH67w7tRwY,toolu_01De6wvp5zZVYxV2nv6YM2dw,toolu_01H6FiGmjhgXwyu2RpGY58h5]); [43] user(tool_results=[toolu_01De6wvp5zZVYxV2nv6YM2dw,toolu_01THM83YiUP6CgewQ2dDdHsH]); [44] assistant(id=msg_011X1e638iSYmSw8cMHYtMXY, tool_uses=[toolu_01SWqg5RDTxRsiSVABbXS85C]); [45] user(tool_results=[toolu_01SWqg5RDTxRsiSVABbXS85C]); [46] assistant(id=msg_016Z39VxUGMotuS5e8tdRj79, tool_uses=[toolu_01SC2d1tdnUqCSaATknH7KAm,toolu_01DbyELM6gpwkJPF2kCiFisD,toolu_01DL1zTdhHn5uVokoVJGZ6zi]); [47] user(tool_results=[toolu_01DL1zTdhHn5uVokoVJGZ6zi,toolu_01SC2d1tdnUqCSaATknH7KAm,toolu_01DbyELM6gpwkJPF2kCiFisD]); [48] assistant(id=msg_019iAZxZRzQjqy9tAV7UBXAe, tool_uses=[toolu_015KpU6gC7fk5vG3NApdetXe]); [49] user(tool_results=[toolu_015KpU6gC7fk5vG3NApdetXe]); [50] assistant(id=msg_01AcDa6MyGxsgt6TxGN6Yjm7, tool_uses=[toolu_01HebeLFHTChXLaSoU5bXuC3]); [51] user(tool_results=[toolu_01HebeLFHTChXLaSoU5bXuC3]); [52] assistant(id=msg_01LbqR6Q8F3JNAE9pZ5e6HUo, tool_uses=[toolu_019N86t44eb8mNxs7T6nqgr7,toolu_01Ny4QDypDWF5kZDKkTWvWpa]); [53] user(tool_results=[toolu_019N86t44eb8mNxs7T6nqgr7,toolu_01Ny4QDypDWF5kZDKkTWvWpa]); [54] assistant(id=msg_01PXi1xt8UiE1gnAdDkS62Tk, tool_uses=[toolu_01VS9DxbvShFpsU…

TL;DR

The issue seems to be related to incorrect or inconsistent query results, and a potential fix could involve re-examining the query logic or data processing pipeline.

Guidance

• Review the query logic to ensure it is correctly formulated and executed.
• Verify that the data being processed is consistent and accurate.
• Check for any potential issues with tool usage or pairing in the provided error messages.
• Consider re-running the query or processing the data again to see if the issue persists.

Example

No specific code example can be provided due to the lack of detailed information about the query or data processing pipeline.

Notes

The provided error messages and data appear to be truncated, which may limit the ability to provide a comprehensive solution. Further investigation into the query logic, data processing, and tool usage is necessary to determine the root cause of the issue.

Recommendation

Apply a workaround by re-examining and potentially revising the query logic or data processing pipeline to ensure accuracy and consistency.