File: C:/github_repos/casibase_customer_0022/model/minimax.go
// Copyright 2025 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 (
"context"
"fmt"
"io"
"net/http"
"strings"
textv1 "github.com/ConnectAI-E/go-minimax/gen/go/minimax/text/v1"
"github.com/ConnectAI-E/go-minimax/minimax"
"github.com/casibase/casibase/i18n"
)
type MiniMaxModelProvider struct {
subType string
groupID string
apiKey string
temperature float32
}
func NewMiniMaxModelProvider(subType string, groupID string, apiKey string, temperature float32) (*MiniMaxModelProvider, error) {
return &MiniMaxModelProvider{
subType: subType,
groupID: groupID,
apiKey: apiKey,
temperature: temperature,
}, nil
}
func (p *MiniMaxModelProvider) GetPricing() string {
return `URL:
https://api.minimax.chat/document/price
| Billing Item | Unit Price | Billing Description |
|------------------|-------------------------------|----------------------------------------------------------------------------------------------------------------|
| abab6 | 0.1 CNY/1k tokens | Token count includes input and output |
| abab5.5 | 0.015 CNY/1k tokens | |
| abab5.5s | 0.005 CNY/1k tokens | |
`
}
func (p *MiniMaxModelProvider) calculatePrice(modelResult *ModelResult, lang string) error {
price := 0.0
priceTable := map[string]float64{
"abab6": 0.1,
"abab5.5": 0.015,
"abab5-chat": 0.015,
"abab5.5s": 0.005,
}
if pricePerThousandTokens, ok := priceTable[p.subType]; ok {
price = getPrice(modelResult.TotalTokenCount, pricePerThousandTokens)
} 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 *MiniMaxModelProvider) QueryText(question string, writer io.Writer, history []*RawMessage, prompt string, knowledgeMessages []*RawMessage, agentInfo *AgentInfo, lang string) (*ModelResult, error) {
ctx := context.Background()
client, err := minimax.New(
minimax.WithApiToken(p.apiKey),
minimax.WithGroupId(p.groupID),
)
if err != nil {
return nil, err
}
if strings.HasPrefix(question, "$CasibaseDryRun$") {
modelResult, err := getDefaultModelResult(p.subType, question, "")
if err != nil {
return nil, fmt.Errorf(i18n.Translate(lang, "model:cannot calculate tokens"))
}
if getContextLength(p.subType) > modelResult.TotalTokenCount {
return modelResult, nil
} else {
return nil, fmt.Errorf(i18n.Translate(lang, "model:exceed max tokens"))
}
}
req := &textv1.ChatCompletionsRequest{
Messages: []*textv1.Message{
{
SenderType: "USER",
Text: question,
},
},
Model: p.subType,
Temperature: p.temperature,
}
res, err := client.ChatCompletions(ctx, req)
if err != nil {
return nil, err
}
flusher, ok := writer.(http.Flusher)
if !ok {
return nil, fmt.Errorf(i18n.Translate(lang, "model:writer does not implement http.Flusher"))
}
flushData := func(data string) error {
if _, err = fmt.Fprintf(writer, "event: message\ndata: %s\n\n", data); err != nil {
return err
}
flusher.Flush()
return nil
}
err = flushData(res.Choices[0].Text)
if err != nil {
return nil, err
}
totalTokens := int(res.Usage.TotalTokens)
modelResult := &ModelResult{ResponseTokenCount: totalTokens}
err = p.calculatePrice(modelResult, lang)
if err != nil {
return nil, err
}
return modelResult, nil
}