support ai proxy for cohere (#960) (#1328)

This commit is contained in:
jk-tonycui
2024-09-20 21:15:14 +08:00
committed by GitHub
parent 55f6ed7953
commit ffc5458a91
3 changed files with 120 additions and 0 deletions

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@@ -215,6 +215,10 @@ DeepL 所对应的 `type` 为 `deepl`。它特有的配置字段如下:
| ------------ | -------- | -------- | ------ | ---------------------------- |
| `targetLang` | string | 必填 | - | DeepL 翻译服务需要的目标语种 |
#### Cohere
Cohere 所对应的 `type``cohere`。它并无特有的配置字段。
## 用法示例
### 使用 OpenAI 协议代理 Azure OpenAI 服务

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@@ -0,0 +1,114 @@
package provider
import (
"encoding/json"
"errors"
"fmt"
"github.com/alibaba/higress/plugins/wasm-go/extensions/ai-proxy/util"
"github.com/alibaba/higress/plugins/wasm-go/pkg/wrapper"
"github.com/higress-group/proxy-wasm-go-sdk/proxywasm"
"github.com/higress-group/proxy-wasm-go-sdk/proxywasm/types"
)
const (
cohereDomain = "api.cohere.com"
chatCompletionPath = "/v1/chat"
)
type cohereProviderInitializer struct{}
func (m *cohereProviderInitializer) ValidateConfig(config ProviderConfig) error {
if config.apiTokens == nil || len(config.apiTokens) == 0 {
return errors.New("no apiToken found in provider config")
}
return nil
}
func (m *cohereProviderInitializer) CreateProvider(config ProviderConfig) (Provider, error) {
return &cohereProvider{
config: config,
}, nil
}
type cohereProvider struct {
config ProviderConfig
}
type cohereTextGenRequest struct {
Message string `json:"message,omitempty"`
Model string `json:"model,omitempty"`
Stream bool `json:"stream,omitempty"`
MaxTokens int `json:"max_tokens,omitempty"`
Temperature float64 `json:"temperature,omitempty"`
K int `json:"k,omitempty"`
P float64 `json:"p,omitempty"`
Seed int `json:"seed,omitempty"`
StopSequences []string `json:"stop_sequences,omitempty"`
FrequencyPenalty float64 `json:"frequency_penalty,omitempty"`
PresencePenalty float64 `json:"presence_penalty,omitempty"`
}
func (m *cohereProvider) GetProviderType() string {
return providerTypeCohere
}
func (m *cohereProvider) OnRequestHeaders(ctx wrapper.HttpContext, apiName ApiName, log wrapper.Log) (types.Action, error) {
if apiName != ApiNameChatCompletion {
return types.ActionContinue, errUnsupportedApiName
}
_ = util.OverwriteRequestHost(cohereDomain)
_ = util.OverwriteRequestPath(chatCompletionPath)
_ = util.OverwriteRequestAuthorization("Bearer " + m.config.GetRandomToken())
_ = proxywasm.RemoveHttpRequestHeader("Content-Length")
return types.ActionContinue, nil
}
func (m *cohereProvider) OnRequestBody(ctx wrapper.HttpContext, apiName ApiName, body []byte, log wrapper.Log) (types.Action, error) {
if apiName != ApiNameChatCompletion {
return types.ActionContinue, errUnsupportedApiName
}
if m.config.protocol == protocolOriginal {
request := &cohereTextGenRequest{}
if err := json.Unmarshal(body, request); err != nil {
return types.ActionContinue, fmt.Errorf("unable to unmarshal request: %v", err)
}
return m.handleRequestBody(log, request)
}
origin := &chatCompletionRequest{}
if err := decodeChatCompletionRequest(body, origin); err != nil {
return types.ActionContinue, err
}
request := m.buildCohereRequest(origin)
return m.handleRequestBody(log, request)
}
func (m *cohereProvider) handleRequestBody(log wrapper.Log, request interface{}) (types.Action, error) {
defer func() {
_ = proxywasm.ResumeHttpRequest()
}()
err := replaceJsonRequestBody(request, log)
if err != nil {
_ = util.SendResponse(500, "ai-proxy.cohere.proxy_failed", util.MimeTypeTextPlain, fmt.Sprintf("failed to replace request body: %v", err))
}
return types.ActionContinue, err
}
func (m *cohereProvider) buildCohereRequest(origin *chatCompletionRequest) *cohereTextGenRequest {
if len(origin.Messages) == 0 {
return nil
}
return &cohereTextGenRequest{
Message: origin.Messages[0].StringContent(),
Model: origin.Model,
MaxTokens: origin.MaxTokens,
Stream: origin.Stream,
Temperature: origin.Temperature,
K: origin.N,
P: origin.TopP,
Seed: origin.Seed,
StopSequences: origin.Stop,
FrequencyPenalty: origin.FrequencyPenalty,
PresencePenalty: origin.PresencePenalty,
}
}

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@@ -38,6 +38,7 @@ const (
providerTypeGemini = "gemini"
providerTypeDeepl = "deepl"
providerTypeMistral = "mistral"
providerTypeCohere = "cohere"
protocolOpenAI = "openai"
protocolOriginal = "original"
@@ -94,6 +95,7 @@ var (
providerTypeGemini: &geminiProviderInitializer{},
providerTypeDeepl: &deeplProviderInitializer{},
providerTypeMistral: &mistralProviderInitializer{},
providerTypeCohere: &cohereProviderInitializer{},
}
)