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| 1 | +package main |
| 2 | + |
| 3 | +import ( |
| 4 | + "fmt" |
| 5 | + |
| 6 | + streamingjson "github.com/karminski/streaming-json-go" |
| 7 | +) |
| 8 | + |
| 9 | +// In GPT's chat completion stream mode, the request for tool_calls returns a structure as follows: |
| 10 | +// |
| 11 | +// { |
| 12 | +// "id": "chatcmpl-?", |
| 13 | +// "object": "chat.completion.chunk", |
| 14 | +// "created": 1712000001, |
| 15 | +// "model": "gpt-4-0125-preview", |
| 16 | +// "system_fingerprint": "fp_?", |
| 17 | +// "choices": [ |
| 18 | +// { |
| 19 | +// "index": 0, |
| 20 | +// "delta": { |
| 21 | +// "tool_calls": [ |
| 22 | +// { |
| 23 | +// "index": 0, |
| 24 | +// "function": { |
| 25 | +// "arguments": "{\"fi" |
| 26 | +// } |
| 27 | +// } |
| 28 | +// ] |
| 29 | +// }, |
| 30 | +// "logprobs": null, |
| 31 | +// "finish_reason": null |
| 32 | +// } |
| 33 | +// ] |
| 34 | +// } |
| 35 | +// |
| 36 | +// We need extract data.choices[0].delta.tool_calls[0].function.arguments. |
| 37 | +// The arguments fiels is a JSON fragment, we can use steaming-json-go complete it to a syntactically correct JSON and Unmarshal it. |
| 38 | + |
| 39 | +func main() { |
| 40 | + // We use string slice to simulate the arguments field in the return of GPT. |
| 41 | + arguments := []string{`{"fu`, `nction`, `_name`, `"`, `:`, `"run`, `_code`, `", `, `"argu`, `ments"`, `: `, "\"print(", "\\\"hello", " world", "\\\"", ")\""} |
| 42 | + lexer := streamingjson.NewLexer() |
| 43 | + for _, jsonFragment := range arguments { |
| 44 | + errInAppendString := lexer.AppendString(jsonFragment) |
| 45 | + if errInAppendString != nil { |
| 46 | + panic("invalied json string appended: " + errInAppendString.Error()) |
| 47 | + } |
| 48 | + completedJSON := lexer.CompleteJSON() |
| 49 | + fmt.Printf("%s\n", completedJSON) |
| 50 | + } |
| 51 | + // will print: |
| 52 | + // {"fu":null} |
| 53 | + // {"function":null} |
| 54 | + // {"function_name":null} |
| 55 | + // {"function_name":null} |
| 56 | + // {"function_name":null} |
| 57 | + // {"function_name":"run"} |
| 58 | + // {"function_name":"run_code"} |
| 59 | + // {"function_name":"run_code"} |
| 60 | + // {"function_name":"run_code", "argu":null} |
| 61 | + // {"function_name":"run_code", "arguments":null} |
| 62 | + // {"function_name":"run_code", "arguments":null} |
| 63 | + // {"function_name":"run_code", "arguments": "print("} |
| 64 | + // {"function_name":"run_code", "arguments": "print(\"hello"} |
| 65 | + // {"function_name":"run_code", "arguments": "print(\"hello world"} |
| 66 | + // {"function_name":"run_code", "arguments": "print(\"hello world\""} |
| 67 | + // {"function_name":"run_code", "arguments": "print(\"hello world\")"} |
| 68 | +} |
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