{"id":11230,"date":"2025-05-25T10:39:21","date_gmt":"2025-05-25T01:39:21","guid":{"rendered":"https:\/\/www.stechstar.com\/user\/wordpress\/?p=11230"},"modified":"2026-08-20T03:36:52","modified_gmt":"2026-08-19T18:36:52","slug":"11230-2","status":"publish","type":"post","link":"https:\/\/www.stechstar.com\/user\/wordpress\/11230-2\/","title":{"rendered":""},"content":{"rendered":"

[chatgpt] [ChatGPT] Function calling<\/h1>\n

 <\/h1>\n
 <\/pre>\n
Function Calling\uc774\ub780?<\/h2>\n
Chatgpt Chat Completions API\ub97c \uc0ac\uc6a9\ud558\uba74, \uc9c8\ubb38\uc744 \ud558\uace0 \ub2f5\ubcc0\uc744 \uc5bb\uc744 \uc218 \uc788\ub2e4.
\nFunction Calling\uc744 \uc0ac\uc6a9\ud558\uba74, \uc9c8\ubb38\uc5d0 \uc801\ud569\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud568\uc218\uc640 \ub9e4\uac1c\ubcc0\uc218\ub97c \ucd94\ucc9c\ubc1b\uc744 \uc218 \uc788\ub2e4. <\/p>\n
\uc989, \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc5b4\ub5a4 \ud568\uc218\ub97c \ud638\ucd9c\ud558\ub294\uac8c \uc88b\uc744\uc9c0 gpt\uc5d0\uac8c \ubb3c\uc5b4\ubcfc \uc218 \uc788\ub294 \uae30\ub2a5\uc774\ub77c\uace0 \ubcfc \uc218 \uc788\ub2e4.<\/p>\n
\uc608\uc81c\ucf54\ub4dc<\/h2>\n
open ai\uc5d0\uc11c \uac00\uc838\uc628 \ud30c\uc774\uc36c \uc608\uc81c \ucf54\ub4dc\uc774\ub2e4. \ud55c\uc904\ud55c\uc904 \uc77d\uc5b4\ubcf4\uba74, \uc5b4\ub5a4 \ubc29\uc2dd\uc73c\ub85c \uc0ac\uc6a9\ud558\ub294 \uac74\uc9c0 \uc27d\uac8c \uac10\uc774 \uc628\ub2e4. <\/p>\n
import<\/span> openai\nimport<\/span> json\n\n\n# \ud56d\uc0c1 \uac19\uc740 \ub0a0\uc528\ub97c \ub9ac\ud134\ud558\ub294 \uc608\uc2dc\uc6a9 \ub354\ubbf8 \ud568\uc218\uc774\ub2e4. <\/span>\n# \uc2e4\uc81c \uac1c\ubc1c\ud658\uacbd\uc5d0\uc11c\ub294 \uc0c1\ud669\uc5d0 \ub9de\ub294 \ucf54\ub4dc\ub97c \uad6c\ud604\ud574\uc57c\ud55c\ub2e4.<\/span>\ndef<\/span> get_current_weather<\/span>(location, unit=\"fahrenheit\"<\/span>)<\/span>:<\/span>\n    \"\"\"Get the current weather in a given location\"\"\"<\/span>\n    weather_info = {\n        \"location\"<\/span>: location,\n        \"temperature\"<\/span>: \"72\"<\/span>,\n        \"unit\"<\/span>: unit,\n        \"forecast\"<\/span>: [\"sunny\"<\/span>, \"windy\"<\/span>],\n    }\n    return<\/span> json.dumps(weather_info)\n\n\ndef<\/span> run_conversation<\/span>()<\/span>:<\/span>\n    # Step 1: chatgpt\uc5d0\uac8c \uc9c8\ubb38\uacfc \uc774\uc6a9\ud560 \uc218 \uc788\ub294 \ud568\uc218 \ubaa9\ub85d\uc744 \uc804\ub2ec\ud55c\ub2e4. <\/span>\n    messages = [{\"role\"<\/span>: \"\uc0ac\uc6a9\uc790\"<\/span>, \"content\"<\/span>: \"\uc11c\uc6b8 \ub0a0\uc528\ub294 \uc5b4\ub54c? \"<\/span>}]\n    functions = [\n        {\n            \"name\"<\/span>: \"get_current_weather\"<\/span>,\n            \"description\"<\/span>: \"\uc704\uce58\ub97c \uc804\ub2ec\ud558\uba74, \ud604\uc7ac \ub0a0\uc528\ub97c \uc54c\ub824\uc900\ub2e4\"<\/span>,\n            \"parameters\"<\/span>: {\n                \"type\"<\/span>: \"object\"<\/span>,\n                \"properties\"<\/span>: {\n                    \"location\"<\/span>: {\n                        \"type\"<\/span>: \"string\"<\/span>,\n                        \"description\"<\/span>: \"\uad6c\uad70\uc2dc  \uc804\ub2ec\ud55c\ub2e4. ex. \uc11c\uc6b8\ud2b9\ubcc4\uc2dc\"<\/span>,\n                    },\n                    \"unit\"<\/span>: {\"type\"<\/span>: \"string\"<\/span>, \"enum\"<\/span>: [\"celsius\"<\/span>, \"fahrenheit\"<\/span>]},\n                },\n                \"required\"<\/span>: [\"location\"<\/span>],\n            },\n        }\n    ]\n    response = openai.ChatCompletion.create(\n        model=\"gpt-3.5-turbo-0613\"<\/span>,\n        messages=messages,\n        functions=functions, # \uc774 \uacf3\uc5d0\uc11c \ud568\uc218 \uc815\ubcf4\ub97c \uc804\ub2ec\ud55c\ub2e4.<\/span>\n        function_call=\"auto\"<\/span>,  \n    )\n    response_message = response[\"choices\"<\/span>][0<\/span>][\"message\"<\/span>]\n\n    # Step 2: GPT\uc5d0\uc11c \ud568\uc218 \ud638\ucd9c\uc744 \ud558\ub77c\uace0 \ud588\ub294\uc9c0 \ud655\uc778\ud558\uae30 <\/span>\n    if<\/span> response_message.get(\"function_call\"<\/span>):\n        # Step 3: GPT\uc5d0\uc11c \ud638\ucd9c\ud558\ub77c\uace0 \ud55c \ud568\uc218\ub97c \uc2e4\uc81c\ub85c \ud638\ucd9c\ud558\uae30 <\/span>\n        available_functions = {\n            \"get_current_weather\"<\/span>: get_current_weather,\n        }  # \uc774 \uc608\uc81c\uc5d0\uc11c\ub294 \ud638\ucd9c\ud560 \uc218 \uc788\ub294 \ud568\uc218\ub97c 1\uac1c\ub9cc \ub450\uc5c8\uc9c0\ub9cc, \uc2e4\uc81c\ub85c\ub294 \uc5ec\ub7ec\uac1c\ub97c \ucd94\uac00\ud560 \uc218 \uc788\ub2e4. <\/span>\n        function_name = response_message[\"function_call\"<\/span>][\"name\"<\/span>] \/\/ GPT\uac00 \uc81c\uc548\ud55c \ud568\uc218 \uc774\ub984 \ud655\uc778\ud558\uae30 \n        fuction_to_call = available_functions[function_name] \/\/ GPT\uac00 \uc81c\uc548\ud55c \ud568\uc218 \ud560\ub2f9\ud558\uae30  \n        function_args = json.loads(response_message[\"function_call\"<\/span>][\"arguments\"<\/span>])\n        function_response = fuction_to_call(\n            location=function_args.get(\"location\"<\/span>),\n            unit=function_args.get(\"unit\"<\/span>),\n        ) # GPT\uac00 \uc81c\uc548\ud55c \ud568\uc218\ub97c GPT\uc5d0\uc11c \ucc3e\uc740 \ub9e4\uac1c\ubcc0\uc218\ub85c \uc804\ub2ec\ud558\uae30 <\/span>\n\n        # Step 4: \ud568\uc218 \ud638\ucd9c\ub85c \uc5bb\uc740 \uacb0\uacfc\ub97c gpt\uc5d0\uac8c \ub2e4\uc2dc \ubcf4\ub0b4\uc8fc\uae30 send the info on the function call and function response to GPT<\/span>\n        messages.append(response_message)  # API\uc73c\ub85c \ud638\ucd9c\ubc1b\uc740 \uac12\uc744 \ud655\uc7a5\ud558\uae30 <\/span>\n        messages.append(\n            {\n                \"role\"<\/span>: \"function\"<\/span>,\n                \"name\"<\/span>: function_name,\n                \"content\"<\/span>: function_response,\n            }\n        ) \n        second_response = openai.ChatCompletion.create(\n            model=\"gpt-3.5-turbo-0613\"<\/span>,\n            messages=messages,\n        )  # gpt\uc5d0\uac8c \uc751\ub2f5 \uacb0\uacfc \ub2e4\uc2dc \uc804\ub2ec\ud558\uae30 <\/span>\n        return<\/span> second_response\n\n\nprint(run_conversation())<\/code><\/pre>\n
\ucc38\uace0<\/h2>\n
https:\/\/platform.openai.com\/docs\/guides\/gpt\/function-calling<\/a>
\nhttps:\/\/github.com\/joshlong\/chatgpt-spring-boot-starter<\/a>
\nhttps:\/\/github.com\/openai\/openai-cookbook\/blob\/main\/examples\/How_to_call_functions_with_chat_models.ipynb<\/a><\/p>\n
\ucd9c\ucc98: https:\/\/americanopeople.tistory.com\/427<\/a> [\ubcf5\uc138\ud3b8\uc0b4:\ud2f0\uc2a4\ud1a0\ub9ac]<\/p>\n
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[chatgpt] [ChatGPT] Function calling     Function Calling\uc774\ub780? Chatgpt Chat Completions API\ub97c \uc0ac\uc6a9\ud558\uba74, \uc9c8\ubb38\uc744 \ud558\uace0 \ub2f5\ubcc0\uc744 \uc5bb\uc744 \uc218 \uc788\ub2e4. Function Calling\uc744 \uc0ac\uc6a9\ud558\uba74, \uc9c8\ubb38\uc5d0 \uc801\ud569\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud568\uc218\uc640 \ub9e4\uac1c\ubcc0\uc218\ub97c \ucd94\ucc9c\ubc1b\uc744 \uc218 \uc788\ub2e4.  \uc989, \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc5b4\ub5a4 \ud568\uc218\ub97c \ud638\ucd9c\ud558\ub294\uac8c \uc88b\uc744\uc9c0 gpt\uc5d0\uac8c \ubb3c\uc5b4\ubcfc \uc218 \uc788\ub294 \uae30\ub2a5\uc774\ub77c\uace0 \ubcfc \uc218 \uc788\ub2e4. \uc608\uc81c\ucf54\ub4dc open ai\uc5d0\uc11c \uac00\uc838\uc628 \ud30c\uc774\uc36c \uc608\uc81c \ucf54\ub4dc\uc774\ub2e4. \ud55c\uc904\ud55c\uc904 \uc77d\uc5b4\ubcf4\uba74, \uc5b4\ub5a4 \ubc29\uc2dd\uc73c\ub85c […]<\/p>\n
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