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Archer
2024-09-15 23:02:52 +08:00
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5 changed files with 245 additions and 48 deletions

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@@ -121,4 +121,150 @@ OneAPI 的 API Key 配置错误,需要修改`OPENAI_API_KEY`环境变量,并
1. 模型服务不可用
2. 模型接口参数异常温度、max token等可能不适配
3. ....
3. ....
## 四、常见模型问题
### 报错 - 模型响应为空
该错误是由于 stream 模式下oneapi 直接结束了流请求,并且未返回任何内容导致。
4.8.10 版本新增了错误日志,报错时,会在日志中打印出实际发送的 Body 参数,可以复制该参数后,通过 curl 向 oneapi 发起请求测试。
由于 oneapi 在 stream 模式下,无法正确捕获错误,可以设置成 `stream=false` 后进行测试。
### 如何测试模型是否支持工具调用
需要模型提供商和 oneapi 同时支持工具调用才可使用,测试方法如下:
1. 通过 `curl``oneapi` 发起第一轮 stream 模式的 tool 测试。
```bash
curl --location --request POST 'https://oneapi.xxx/v1/chat/completions' \
--header 'Authorization: Bearer sk-xxxx' \
--header 'Content-Type: application/json' \
--data-raw '{
"model": "gpt-4o-mini",
"temperature": 0.01,
"max_completion_tokens": 8000,
"max_tokens": 8000,
"stream": true,
"messages": [
{
"role": "user",
"content": "几点了"
}
],
"tools": [
{
"type": "function",
"function": {
"name": "hCVbIY",
"description": "获取用户当前时区的时间。",
"parameters": {
"type": "object",
"properties": {},
"required": []
}
}
}
],
"tool_choice": "auto"
}'
```
2. 检查响应参数
如果能正常调用工具,会返回对应 `tool_calls` 参数。
```json
{
"id": "chatcmpl-A7kwo1rZ3OHYSeIFgfWYxu8X2koN3",
"object": "chat.completion.chunk",
"created": 1726412126,
"model": "gpt-4o-mini-2024-07-18",
"system_fingerprint": "fp_483d39d857",
"choices": [
{
"index": 0,
"delta": {
"role": "assistant",
"content": null,
"tool_calls": [
{
"index": 0,
"id": "call_0n24eiFk8OUyIyrdEbLdirU7",
"type": "function",
"function": {
"name": "mEYIcFl84rYC",
"arguments": ""
}
}
],
"refusal": null
},
"logprobs": null,
"finish_reason": null
}
],
"usage": null
}
```
3. 通过 `curl``oneapi` 发起第二轮 stream 模式的 tool 测试。
第二轮请求是把工具结果发送给模型。发起后会得到模型回答的结果。
```bash
curl --location --request POST 'https://oneapi.xxxx/v1/chat/completions' \
--header 'Authorization: Bearer sk-xxx' \
--header 'Content-Type: application/json' \
--data-raw '{
"model": "gpt-4o-mini",
"temperature": 0.01,
"max_completion_tokens": 8000,
"max_tokens": 8000,
"stream": true,
"messages": [
{
"role": "user",
"content": "几点了"
},
{
"role": "assistant",
"tool_calls": [
{
"id": "kDia9S19c4RO",
"type": "function",
"function": {
"name": "hCVbIY",
"arguments": "{}"
}
}
]
},
{
"tool_call_id": "kDia9S19c4RO",
"role": "tool",
"name": "hCVbIY",
"content": "{\n \"time\": \"2024-09-14 22:59:21 Sunday\"\n}"
}
],
"tools": [
{
"type": "function",
"function": {
"name": "hCVbIY",
"description": "获取用户当前时区的时间。",
"parameters": {
"type": "object",
"properties": {},
"required": []
}
}
}
],
"tool_choice": "auto"
}'
```