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The following code was failing before the patch and\r\nworks after.\r\n\r\n```\r\n@tool\r\ndef square_root(x: str):\r\n    \"Useful when you need to calculate the square root of a number\"\r\n    return math.sqrt(int(x))\r\n\r\nllm = ChatBedrock(\r\n    model_id=\"anthropic.claude-3-sonnet-20240229-v1:0\",\r\n    model_kwargs={ \"temperature\": 0.0 },\r\n)\r\n\r\nprompt = ChatPromptTemplate.from_messages(\r\n    [\r\n        (\"system\", FUNCTION_CALL_PROMPT),\r\n        (\"human\", \"Question: {user_input}\"),\r\n        MessagesPlaceholder(variable_name=\"agent_scratchpad\"),\r\n    ]\r\n)\r\n\r\ntools = [square_root]\r\ntools_string = format_tool_to_anthropic_function(square_root)\r\n\r\nagent = (\r\n        RunnablePassthrough.assign(\r\n            user_input=lambda x: x['user_input'],\r\n            agent_scratchpad=lambda x: format_to_openai_function_messages(\r\n                x[\"intermediate_steps\"]\r\n            )\r\n        )\r\n        | prompt\r\n        | llm\r\n      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root of 2 is approximately 1.414213562373095\\n</answer>\" id='run-92363df7-eff6-4849-bbba-fa16a1b2988c'\"\r\n<FunctionMessage> content='1.4142135623730951' name='square_root'\r\n```","shortMessageHtmlLink":"community[patch]: Fix message formatting for Anthropic models on Amaz…"}},{"before":"df262c5ac5f586c803b37af4d245eac65335e646","after":"beae7bd2c668061de84bf2230b802d70253588b7","ref":"refs/heads/master","pushedAt":"2024-03-28T02:33:41.000Z","pushType":"push","commitsCount":78,"pusher":{"login":"shane-huang","name":"Shengsheng Huang","path":"/shane-huang","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/1995599?s=80&v=4"},"commit":{"message":"Merge branch 'master' into master","shortMessageHtmlLink":"Merge branch 'master' into 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