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Feat implement openai functions handler (#90)
* chore: implement openai functions handler * chore: removed openai enabled option * chore: remove max iteration option * chore: use a simpler example * fix * fix * remove unused method * fix
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,86 @@ | ||
| package main | ||
|
|
||
| import ( | ||
| "bufio" | ||
| "context" | ||
| "encoding/json" | ||
| "fmt" | ||
| "io/ioutil" | ||
| "net/http" | ||
| "os" | ||
|
|
||
| "github.com/henomis/lingoose/chat" | ||
| "github.com/henomis/lingoose/llm/openai" | ||
| "github.com/henomis/lingoose/prompt" | ||
| ) | ||
|
|
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| func main() { | ||
| fmt.Printf("What's your name?\n> ") | ||
| reader := bufio.NewReader(os.Stdin) | ||
| name, _ := reader.ReadString('\n') | ||
|
|
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| chat := chat.New( | ||
| chat.PromptMessage{ | ||
| Type: chat.MessageTypeSystem, | ||
| Prompt: prompt.New("You are an helpfull assistant. Reply using percentages not float numbers."), | ||
| }, | ||
| chat.PromptMessage{ | ||
| Type: chat.MessageTypeUser, | ||
| Prompt: prompt.New( | ||
| fmt.Sprintf("My name is %s, can you guess my nationality?", name), | ||
| ), | ||
| }, | ||
| ) | ||
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| llmOpenAI := openai.New(openai.GPT3Dot5Turbo0613, openai.DefaultOpenAITemperature, openai.DefaultOpenAIMaxTokens, true) | ||
|
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| llmOpenAI.BindFunction( | ||
| GetNationalitiesForName, | ||
| "GetNationalitiesForName", | ||
| "Use this function to get the nationalities for a given name.", | ||
| ) | ||
|
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| response, err := llmOpenAI.Chat(context.Background(), chat) | ||
| if err != nil { | ||
| panic(err) | ||
| } | ||
|
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| fmt.Printf("\n%s", response) | ||
|
|
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| } | ||
|
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| type Query struct { | ||
| Name string `json:"name" jsonschema:"description=The name to get the nationalities for"` | ||
| } | ||
|
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| type Country struct { | ||
| CountryID string `json:"country_id"` | ||
| Probability float64 `json:"probability"` | ||
| } | ||
|
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| type NationalizeResponse struct { | ||
| Name string `json:"name"` | ||
| Country []Country `json:"country"` | ||
| } | ||
|
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| func GetNationalitiesForName(query Query) ([]Country, error) { | ||
| url := fmt.Sprintf("https://api.nationalize.io/?name=%s", query.Name) | ||
| resp, err := http.Get(url) | ||
| if err != nil { | ||
| return nil, err | ||
| } | ||
| defer resp.Body.Close() | ||
|
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| body, err := ioutil.ReadAll(resp.Body) | ||
| if err != nil { | ||
| return nil, err | ||
| } | ||
|
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| var response NationalizeResponse | ||
| err = json.Unmarshal(body, &response) | ||
| if err != nil { | ||
| return nil, err | ||
| } | ||
|
|
||
| return response.Country, nil | ||
| } |
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