[Bug] Azure OpenAI 出现 400 Invalid parameter 错误 #193
Comments
Title: [Bug] 400 Invalid parameter error occurs in Azure OpenAI |
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我使用之前部署的 auzre 模型中确实也复现了这个问题，建议你删除已经部署的模型重新部署个新的试试。 |
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我又花了半天时间调查该问题，发现当模型名为 |
I spent another half day investigating the problem and found that the problem must occur when the model name is |
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相关问题已经提交到了 one-api 项目，可以关注该 issue：songquanpeng/one-api#1019 |
描述错误
当尝试在聊天中使用工具时出现
400 Invalid parameter错误，猜测是与Azure对工具调用的API格式变动有关。复现步骤
gpt-4-1106-preview模型，使用 one-api 程序反代的 Azure OpenAI 端点，Azure API 版本为2024-02-15-preview或2023-12-01-preview时均能稳定复现400 Invalid parameter: messages with role 'tool' must be a response to a preceding message with 'tool_calls'.。预期行为
根据最新的Azure OpenAI API指南处理新的
tools和tool_calls参数部署方式
桌面端（请提供以下信息）：
程序版本
附加日志
发送如下请求
{ "model": "gpt-4", "messages": [ { "role": "system", "content": "\nYou are ChatGPT, a large language model trained by OpenAI.\nKnowledge cutoff: 2023-04\nCurrent model: gpt-4-1106-preview\nCurrent time: 2/18/2024, 1:22:39 PM\nLatex inline: $x^2$ \nLatex block: $$e=mc^2$$\n\n" }, { "role": "user", "content": "上网查询一下纽约的天气" }, { "role": "assistant", "content": "" }, { "role": "tool", "content": "[{\"title\":\"10-Day Weather Forecast for Manhattan, NY - The Weather Channel ...\",\"link\":\"https://weather.com/weather/tenday/l/Manhattan+NY?canonicalCityId=fc47c333c5d13e34e34c9fdb6e047ceb70f7891e01bc9e1d574b5f93f58aa76d\",\"snippet\":\"Be prepared with the most accurate 10-day forecast for Manhattan, NY with highs, lows, chance of precipitation from The Weather Channel and Weather.com.\"},{\"title\":\"New York City, NY Weather Forecast | AccuWeather\",\"link\":\"https://www.accuweather.com/en/us/new-york/10021/weather-forecast/14-349727_1_al\",\"snippet\":\"The air has reached a high level of pollution and is unhealthy for sensitive groups. Reduce time spent outside if you are feeling symptoms such as difficulty ...\"},{\"title\":\"Weather Forecast and Conditions for New York City, NY - The ...\",\"link\":\"https://weather.com/weather/today/l/96f2f84af9a5f5d452eb0574d4e4d8a840c71b05e22264ebdc0056433a642c84\",\"snippet\":\"Today's and tonight's New York City, NY weather forecast, weather conditions and Doppler radar from The Weather Channel and Weather.com.\"},{\"title\":\"Weather.gov > Buffalo, NY\",\"link\":\"https://www.weather.gov/buf/\",\"snippet\":\"NWS Forecast Office Buffalo, NY · Local KBUF Standard Radar (low bandwidth) · Local KBUF Enhanced Radar · Regional Standard Radar (low bandwidth) · National ...\"},{\"title\":\"Weather Forecast and Conditions for Manhattan, NY - The Weather ...\",\"link\":\"https://weather.com/weather/today/l/Manhattan+NY?canonicalCityId=fc47c333c5d13e34e34c9fdb6e047ceb70f7891e01bc9e1d574b5f93f58aa76d\",\"snippet\":\"Today's and tonight's Manhattan, NY weather forecast, weather conditions and Doppler radar from The Weather Channel and Weather.com.\"},{\"title\":\"511NY| New York Traffic | Commuter Information | Road Conditions\",\"link\":\"http://511ny.org/\",\"snippet\":\"Provides up to the minute traffic and transit information for New York. View the real time traffic map with travel times, traffic accident details, ...\"},{\"title\":\"10-Day Weather Forecast for Manhattan, NY - The Weather Channel ...\",\"link\":\"https://weather.com/weather/tenday/l/New+York+NY+USNY0996:1:US\",\"snippet\":\"Rain and snow showers this evening. Then becoming clear overnight. Low around 35F. Winds WSW at 15 to 25 mph. Chance of precip 30%. Higher wind gusts possible.\"},{\"title\":\"7-Day Forecast 40.71N 74.01W\",\"link\":\"https://forecast.weather.gov/MapClick.php?lat=40.7146&lon=-74.0071\",\"snippet\":\"Local Forecast OfficeMore Local Wx3 Day HistoryMobile WeatherHourly Weather Forecast. Extended Forecast for. New York NY. Tonight. Tonight: Mostly clear, with a ...\"},{\"title\":\"Weather.gov > New York, NY\",\"link\":\"https://www.weather.gov/okx/\",\"snippet\":\"NWS Forecast Office New York, NY · Local KOKX Standard Radar (low bandwidth) · Local KOKX/KJFK/KEWR Enhanced Radars · Regional Standard Radar (low bandwidth) ...\"},{\"title\":\"Winter storm path: Flash flooding, high wind expected to hit NYC, Tri ...\",\"link\":\"https://abc7ny.com/winter-storm-flooding-flood-threat-flash/14291061/\",\"snippet\":\"Get the AccuWeather forecast delivered to your inbox every day. Sign up for our weather newsletter. Email Address*. Yes! I ...\"}]" } ], "stream": true, "temperature": 0.5, "top_p": 1, "n": 1, "tools": [ { "function": { "description": "a custom search engine. useful for when you need to answer questions about current events. input should be a search query. outputs a JSON array of results.", "name": "google_custom_search", "parameters": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "input": { "type": "string" } }, "type": "object" } }, "type": "function" }, { "function": { "description": "Useful for getting the result of a math expression. The input to this tool should be a valid mathematical expression that could be executed by a simple calculator.", "name": "calculator", "parameters": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "input": { "type": "string" } }, "type": "object" } }, "type": "function" }, { "function": { "description": "useful for when you need to find something on or summarize a webpage. input should be a comma separated list of \"ONE valid http URL including protocol\",\"what you want to find on the page or empty string for a summary\".", "name": "web-browser", "parameters": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "input": { "type": "string" } }, "type": "object" } }, "type": "function" }, { "function": { "description": "Run Arxiv search and get the article information.", "name": "arxiv", "parameters": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "maxResults": { "default": 10, "description": "the number of results returned by the query.", "type": "number" }, "searchQuery": { "description": "same as the search_query parameter rules of the arxiv API.", "type": "string" }, "sortBy": { "description": "can be \"relevance\", \"lastUpdatedDate\", \"submittedDate\".", "type": "string" }, "sortOrder": { "description": "can be either \"ascending\" or \"descending\".", "type": "string" }, "start": { "default": 0, "description": "the index of the first returned result.", "type": "number" } }, "required": [ "searchQuery", "sortBy", "sortOrder" ], "type": "object" } }, "type": "function" }, { "function": { "description": "A wrapper around Wolfram Alpha. Useful for when you need to answer questions about Math, Science, Technology, Culture, Society and Everyday Life. Input should be a search query. If the result contains an image link, use the markdown syntax to return the image.", "name": "wolfram_alpha_llm", "parameters": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "input": { "type": "string" } }, "type": "object" } }, "type": "function" }, { "function": { "description": "useful for when you need to find something on or summarize a pdf file. input should be a comma separated list of \"ONE valid http URL including protocol\",\"what you want to find on the pdf page or empty string for a summary\".", "name": "pdf-browser", "parameters": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "input": { "type": "string" } }, "type": "object" } }, "type": "function" }, { "function": { "description": "A tool for interacting with and fetching data from the Wikipedia API.", "name": "wikipedia-api", "parameters": { "$schema": "http://json-schema.org/draft-07/schema#", "additionalProperties": false, "properties": { "input": { "type": "string" } }, "type": "object" } }, "type": "function" } ] }报错如下：
{ "error": true, "message": "400 Invalid parameter: messages with role 'tool' must be a response to a preceeding message with 'tool_calls'. (request id: 20240218132251646818282DeKbP94s)" }详细信息请见：Azure OpenAI服务中的函数调用。
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