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@@ -143,6 +143,10 @@ Groq 所对应的 `type` 为 `groq`。它并无特有的配置字段。
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360智脑所对应的 `type` 为 `ai360`。它并无特有的配置字段。
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#### GitHub模型
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GitHub模型所对应的 `type` 为 `github`。它并无特有的配置字段。
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#### Mistral
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Mistral 所对应的 `type` 为 `mistral`。它并无特有的配置字段。
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@@ -1018,6 +1022,107 @@ provider:
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}
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```
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### 使用 OpenAI 协议代理 GitHub 模型服务
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**配置信息**
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```yaml
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provider:
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type: github
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apiTokens:
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- "YOUR_GITHUB_ACCESS_TOKEN"
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modelMapping:
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"gpt-4o": "gpt-4o"
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"gpt-4": "Phi-3.5-MoE-instruct"
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"gpt-3.5": "cohere-command-r-08-2024"
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"text-embedding-3-large": "text-embedding-3-large"
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```
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**请求示例**
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```json
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{
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"messages": [
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{
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"role": "system",
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"content": "You are a helpful assistant."
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},
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{
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"role": "user",
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"content": "What is the capital of France?"
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}
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],
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"stream": true,
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"temperature": 1.0,
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"top_p": 1.0,
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"max_tokens": 1000,
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"model": "gpt-4o"
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}
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```
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**响应示例**
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```json
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{
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"choices": [
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{
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"finish_reason": "stop",
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"index": 0,
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"logprobs": null,
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"message": {
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"content": "The capital of France is Paris.",
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"role": "assistant"
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}
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}
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],
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"created": 1728131051,
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"id": "chatcmpl-AEy7PU2JImdsD1W6Jw8GigZSEnM2u",
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"model": "gpt-4o-2024-08-06",
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"object": "chat.completion",
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"system_fingerprint": "fp_67802d9a6d",
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"usage": {
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"completion_tokens": 7,
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"prompt_tokens": 24,
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"total_tokens": 31
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}
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}
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```
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**文本向量请求示例**
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```json
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{
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"input": ["first phrase", "second phrase", "third phrase"],
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"model": "text-embedding-3-large"
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}
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```
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响应示例:
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```json
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{
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"object": "list",
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"data": [
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{
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"object": "embedding",
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"index": 0,
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"embedding": [
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-0.0012583479,
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0.0020349282,
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...
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0.012051377,
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-0.0053306012,
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0.0060688322
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]
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}
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],
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"model": "text-embedding-3-large",
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"usage": {
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"prompt_tokens": 6,
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"total_tokens": 6
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}
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}
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```
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### 使用 OpenAI 协议代理360智脑服务
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**配置信息**
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@@ -1026,7 +1131,7 @@ provider:
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provider:
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type: ai360
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apiTokens:
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- "YOUR_MINIMAX_API_TOKEN"
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- "YOUR_360_API_TOKEN"
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modelMapping:
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"gpt-4o": "360gpt-turbo-responsibility-8k"
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"gpt-4": "360gpt2-pro"
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112
plugins/wasm-go/extensions/ai-proxy/provider/github.go
Normal file
112
plugins/wasm-go/extensions/ai-proxy/provider/github.go
Normal file
@@ -0,0 +1,112 @@
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package provider
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import (
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"encoding/json"
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"errors"
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"fmt"
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"github.com/higress-group/proxy-wasm-go-sdk/proxywasm"
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"github.com/higress-group/proxy-wasm-go-sdk/proxywasm/types"
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"github.com/alibaba/higress/plugins/wasm-go/extensions/ai-proxy/util"
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"github.com/alibaba/higress/plugins/wasm-go/pkg/wrapper"
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)
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// githubProvider is the provider for GitHub OpenAI service.
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const (
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githubDomain = "models.inference.ai.azure.com"
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githubCompletionPath = "/chat/completions"
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githubEmbeddingPath = "/embeddings"
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)
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type githubProviderInitializer struct {
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}
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type githubProvider struct {
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config ProviderConfig
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contextCache *contextCache
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}
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func (m *githubProviderInitializer) ValidateConfig(config ProviderConfig) error {
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if config.apiTokens == nil || len(config.apiTokens) == 0 {
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return errors.New("no apiToken found in provider config")
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}
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return nil
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}
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func (m *githubProviderInitializer) CreateProvider(config ProviderConfig) (Provider, error) {
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return &githubProvider{
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config: config,
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contextCache: createContextCache(&config),
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}, nil
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}
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func (m *githubProvider) GetProviderType() string {
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return providerTypeGithub
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}
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func (m *githubProvider) OnRequestHeaders(ctx wrapper.HttpContext, apiName ApiName, log wrapper.Log) (types.Action, error) {
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if apiName != ApiNameChatCompletion && apiName != ApiNameEmbeddings {
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return types.ActionContinue, errUnsupportedApiName
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}
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_ = util.OverwriteRequestHost(githubDomain)
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if apiName == ApiNameChatCompletion {
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_ = util.OverwriteRequestPath(githubCompletionPath)
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}
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if apiName == ApiNameEmbeddings {
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_ = util.OverwriteRequestPath(githubEmbeddingPath)
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}
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_ = proxywasm.RemoveHttpRequestHeader("Accept-Encoding")
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_ = proxywasm.RemoveHttpRequestHeader("Content-Length")
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_ = proxywasm.ReplaceHttpRequestHeader("Authorization", m.config.GetRandomToken())
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// Delay the header processing to allow changing streaming mode in OnRequestBody
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return types.HeaderStopIteration, nil
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}
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func (m *githubProvider) OnRequestBody(ctx wrapper.HttpContext, apiName ApiName, body []byte, log wrapper.Log) (types.Action, error) {
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if apiName != ApiNameChatCompletion && apiName != ApiNameEmbeddings {
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return types.ActionContinue, errUnsupportedApiName
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}
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if apiName == ApiNameChatCompletion {
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return m.onChatCompletionRequestBody(ctx, body, log)
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}
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if apiName == ApiNameEmbeddings {
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return m.onEmbeddingsRequestBody(ctx, body, log)
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}
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return types.ActionContinue, errUnsupportedApiName
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}
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func (m *githubProvider) onChatCompletionRequestBody(ctx wrapper.HttpContext, body []byte, log wrapper.Log) (types.Action, error) {
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request := &chatCompletionRequest{}
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if err := decodeChatCompletionRequest(body, request); err != nil {
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return types.ActionContinue, err
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}
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if request.Model == "" {
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return types.ActionContinue, errors.New("missing model in chat completion request")
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}
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// 映射模型
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mappedModel := getMappedModel(request.Model, m.config.modelMapping, log)
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if mappedModel == "" {
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return types.ActionContinue, errors.New("model becomes empty after applying the configured mapping")
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}
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ctx.SetContext(ctxKeyFinalRequestModel, mappedModel)
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request.Model = mappedModel
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return types.ActionContinue, replaceJsonRequestBody(request, log)
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}
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func (m *githubProvider) onEmbeddingsRequestBody(ctx wrapper.HttpContext, body []byte, log wrapper.Log) (types.Action, error) {
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request := &embeddingsRequest{}
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if err := json.Unmarshal(body, request); err != nil {
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return types.ActionContinue, fmt.Errorf("unable to unmarshal request: %v", err)
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}
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if request.Model == "" {
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return types.ActionContinue, errors.New("missing model in embeddings request")
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}
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// 映射模型
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mappedModel := getMappedModel(request.Model, m.config.modelMapping, log)
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if mappedModel == "" {
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return types.ActionContinue, errors.New("model becomes empty after applying the configured mapping")
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}
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ctx.SetContext(ctxKeyFinalRequestModel, mappedModel)
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request.Model = mappedModel
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return types.ActionContinue, replaceJsonRequestBody(request, log)
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}
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@@ -5,9 +5,10 @@ import (
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"math/rand"
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"strings"
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"github.com/alibaba/higress/plugins/wasm-go/pkg/wrapper"
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"github.com/higress-group/proxy-wasm-go-sdk/proxywasm/types"
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"github.com/tidwall/gjson"
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"github.com/alibaba/higress/plugins/wasm-go/pkg/wrapper"
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)
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type ApiName string
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@@ -20,6 +21,7 @@ const (
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providerTypeMoonshot = "moonshot"
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providerTypeAzure = "azure"
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providerTypeAi360 = "ai360"
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providerTypeGithub = "github"
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providerTypeQwen = "qwen"
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providerTypeOpenAI = "openai"
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providerTypeGroq = "groq"
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@@ -78,6 +80,7 @@ var (
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providerTypeMoonshot: &moonshotProviderInitializer{},
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providerTypeAzure: &azureProviderInitializer{},
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providerTypeAi360: &ai360ProviderInitializer{},
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providerTypeGithub: &githubProviderInitializer{},
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providerTypeQwen: &qwenProviderInitializer{},
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providerTypeOpenAI: &openaiProviderInitializer{},
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providerTypeGroq: &groqProviderInitializer{},
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