coai/adapter/skylark/chat.go

109 lines
2.6 KiB
Go

package skylark
import (
"chat/globals"
"chat/utils"
"fmt"
"github.com/volcengine/volc-sdk-golang/service/maas"
"github.com/volcengine/volc-sdk-golang/service/maas/models/api"
)
const defaultMaxTokens int64 = 1500
type ChatProps struct {
Model string
Message []globals.Message
Token *int
PresencePenalty *float32
FrequencyPenalty *float32
RepeatPenalty *float32
Temperature *float32
TopP *float32
TopK *int
Tools *globals.FunctionTools
Buffer utils.Buffer
}
func getMessages(messages []globals.Message) []*api.Message {
return utils.Each[globals.Message, *api.Message](messages, func(message globals.Message) *api.Message {
if message.Role == globals.Tool {
message.Role = maas.ChatRoleOfFunction
}
return &api.Message{
Role: message.Role,
Content: message.Content,
FunctionCall: getFunctionCall(message.ToolCalls),
}
})
}
func (c *ChatInstance) GetMaxTokens(token *int) int64 {
if token == nil || *token < 0 {
return defaultMaxTokens
}
return int64(*token)
}
func (c *ChatInstance) CreateRequest(props *ChatProps) *api.ChatReq {
return &api.ChatReq{
Model: &api.Model{
Name: props.Model,
},
Messages: getMessages(props.Message),
Parameters: &api.Parameters{
TopP: utils.GetPtrVal(props.TopP, 0.),
TopK: int64(utils.GetPtrVal(props.TopK, 0)),
Temperature: utils.GetPtrVal(props.Temperature, 0.),
PresencePenalty: utils.GetPtrVal(props.PresencePenalty, 0.),
FrequencyPenalty: utils.GetPtrVal(props.FrequencyPenalty, 0.),
RepetitionPenalty: utils.GetPtrVal(props.RepeatPenalty, 0.),
MaxTokens: c.GetMaxTokens(props.Token),
},
Functions: getFunctions(props.Tools),
}
}
func getChoice(choice *api.ChatResp, buffer utils.Buffer) string {
if choice == nil {
return ""
}
calls := choice.Choice.Message.FunctionCall
if calls != nil {
buffer.SetToolCalls(&globals.ToolCalls{
globals.ToolCall{
Type: "function",
Id: globals.ToolCallId(fmt.Sprintf("%s-%s", calls.Name, choice.ReqId)),
Function: globals.ToolCallFunction{
Name: calls.Name,
Arguments: calls.Arguments,
},
},
})
}
return choice.Choice.Message.Content
}
func (c *ChatInstance) CreateStreamChatRequest(props *ChatProps, callback globals.Hook) error {
req := c.CreateRequest(props)
channel, err := c.Instance.StreamChat(req)
if err != nil {
return err
}
for partial := range channel {
if partial.Error != nil {
return partial.Error
}
if err := callback(getChoice(partial, props.Buffer)); err != nil {
return err
}
}
return nil
}