File: C:/github_repos/casibase_customer_0022/model/deepseek.go
// Copyright 2024 The Casibase Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package model
import (
"fmt"
"io"
"github.com/casibase/casibase/i18n"
)
type DeepSeekProvider struct {
subType string
apiKey string
temperature float32
topP float32
}
func NewDeepSeekProvider(subType string, apiKey string, temperature float32, topP float32) (*DeepSeekProvider, error) {
return &DeepSeekProvider{
subType: subType,
apiKey: apiKey,
temperature: temperature,
topP: topP,
}, nil
}
func (p *DeepSeekProvider) GetPricing() string {
return `URL:
https://api-docs.deepseek.com/zh-cn/quick_start/pricing
| Model | sub-type | Input Price per 1K characters | Output Price per 1K characters |
|----------------|----------------------|----------------------------------|--------------------------------|
| deepseek | deepseek-chat | 0.001 yuan/1,000 tokens | 0.002 yuan/1,000 tokens |
`
}
func (p *DeepSeekProvider) calculatePrice(modelResult *ModelResult, lang string) error {
price := 0.0
priceTable := map[string][2]float64{
"deepseek-chat": {0.001, 0.002},
"deepseek-reasoner": {0.002, 0.004},
}
if priceItem, ok := priceTable[p.subType]; ok {
inputPrice := getPrice(modelResult.TotalTokenCount, priceItem[0])
outputPrice := getPrice(modelResult.TotalTokenCount, priceItem[1])
price = inputPrice + outputPrice
} else {
return fmt.Errorf(i18n.Translate(lang, "model:calculatePrice() error: unknown model type: %s"), p.subType)
}
modelResult.TotalPrice = price
modelResult.Currency = "CNY"
return nil
}
func (p *DeepSeekProvider) QueryText(question string, writer io.Writer, history []*RawMessage, prompt string, knowledgeMessages []*RawMessage, agentInfo *AgentInfo, lang string) (*ModelResult, error) {
const BaseUrl = "https://api.deepseek.com/v1"
var localType string
if p.subType == "deepseek-reasoner" {
localType = "Custom-think"
} else if p.subType == "deepseek-chat" {
localType = "Custom"
}
localProvider, err := NewLocalModelProvider(localType, "custom-model", p.apiKey, p.temperature, p.topP, 0, 0, BaseUrl, p.subType, 0, 0, "CNY")
if err != nil {
return nil, err
}
modelResult, err := localProvider.QueryText(question, writer, history, prompt, knowledgeMessages, agentInfo, lang)
if err != nil {
return nil, err
}
err = p.calculatePrice(modelResult, lang)
if err != nil {
return nil, err
}
return modelResult, nil
}