chore: import upstream snapshot with attribution
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This commit is contained in:
@@ -0,0 +1,197 @@
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// Package together implements the Together AI model provider.
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//
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// Together AI provides fast inference for open-weight models via an
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// OpenAI-compatible chat completions endpoint.
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//
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// Usage:
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//
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// import _ "go-micro.dev/v6/ai/together"
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//
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// m := ai.New("together",
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// ai.WithAPIKey("your-api-key"),
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// )
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package together
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import (
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"bytes"
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"context"
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"encoding/json"
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"fmt"
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"io"
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"net/http"
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"strings"
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"go-micro.dev/v6/ai"
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"go-micro.dev/v6/ai/internal/openaiapi"
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)
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func init() {
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ai.Register("together", func(opts ...ai.Option) ai.Model {
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return NewProvider(opts...)
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})
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ai.RegisterStream("together")
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ai.RegisterToolStream("together")
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}
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type Provider struct {
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opts ai.Options
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}
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func NewProvider(opts ...ai.Option) *Provider {
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options := ai.NewOptions(opts...)
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if options.Model == "" {
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options.Model = "meta-llama/Llama-3.3-70B-Instruct-Turbo"
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}
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if options.BaseURL == "" {
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options.BaseURL = "https://api.together.xyz"
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}
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return &Provider{opts: options}
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}
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func (p *Provider) Init(opts ...ai.Option) error {
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for _, o := range opts {
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o(&p.opts)
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}
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return nil
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}
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func (p *Provider) Options() ai.Options { return p.opts }
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func (p *Provider) String() string { return "together" }
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func (p *Provider) Generate(ctx context.Context, req *ai.Request, opts ...ai.GenerateOption) (*ai.Response, error) {
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var tools []map[string]any
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for _, t := range req.Tools {
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tools = append(tools, map[string]any{
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"type": "function",
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"function": map[string]any{
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"name": t.Name,
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"description": t.Description,
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"parameters": map[string]any{
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"type": "object",
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"properties": t.Properties,
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},
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},
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})
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}
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messages := []map[string]any{
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{"role": "system", "content": req.SystemPrompt},
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{"role": "user", "content": req.Prompt},
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}
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apiReq := map[string]any{
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"model": p.opts.Model,
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"messages": messages,
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}
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if len(tools) > 0 {
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apiReq["tools"] = tools
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}
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resp, rawMessage, err := p.callAPI(ctx, apiReq)
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if err != nil {
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return nil, err
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}
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if len(resp.ToolCalls) == 0 {
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return resp, nil
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}
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if p.opts.ToolHandler != nil {
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followUpMessages := append(messages, map[string]any{
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"role": "assistant",
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"content": rawMessage["content"],
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"tool_calls": rawMessage["tool_calls"],
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})
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for _, tc := range resp.ToolCalls {
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content := p.opts.ToolHandler(ctx, tc).Content
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followUpMessages = append(followUpMessages, map[string]any{
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"role": "tool",
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"tool_call_id": tc.ID,
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"content": content,
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})
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}
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followUpResp, _, err := p.callAPI(ctx, map[string]any{
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"model": p.opts.Model,
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"messages": followUpMessages,
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})
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if err == nil && followUpResp.Reply != "" {
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resp.Answer = followUpResp.Reply
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}
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}
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return resp, nil
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}
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func (p *Provider) Stream(ctx context.Context, req *ai.Request, opts ...ai.GenerateOption) (ai.Stream, error) {
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return openaiapi.Stream(ctx, p.opts, req, "/v1/chat/completions")
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}
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func (p *Provider) callAPI(ctx context.Context, req map[string]any) (*ai.Response, map[string]any, error) {
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reqBody, err := json.Marshal(req)
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if err != nil {
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return nil, nil, fmt.Errorf("failed to marshal request: %w", err)
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}
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apiURL := strings.TrimRight(p.opts.BaseURL, "/") + "/v1/chat/completions"
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httpReq, err := http.NewRequestWithContext(ctx, http.MethodPost, apiURL, bytes.NewReader(reqBody))
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if err != nil {
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return nil, nil, fmt.Errorf("failed to create request: %w", err)
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}
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httpReq.Header.Set("Content-Type", "application/json")
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httpReq.Header.Set("Authorization", "Bearer "+p.opts.APIKey)
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httpResp, err := http.DefaultClient.Do(httpReq)
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if err != nil {
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return nil, nil, fmt.Errorf("API request failed: %w", err)
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}
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defer httpResp.Body.Close()
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respBody, _ := io.ReadAll(httpResp.Body)
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if httpResp.StatusCode != http.StatusOK {
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return nil, nil, ai.NewHTTPError(httpResp, respBody)
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}
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var chatResp struct {
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Choices []struct {
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Message struct {
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Content string `json:"content"`
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ToolCalls []struct {
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ID string `json:"id"`
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Function struct {
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Name string `json:"name"`
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Arguments string `json:"arguments"`
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} `json:"function"`
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} `json:"tool_calls"`
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} `json:"message"`
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} `json:"choices"`
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}
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if err := json.Unmarshal(respBody, &chatResp); err != nil {
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return nil, nil, fmt.Errorf("failed to parse response: %w", err)
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}
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if len(chatResp.Choices) == 0 {
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return nil, nil, fmt.Errorf("no response from API")
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}
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choice := chatResp.Choices[0]
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response := &ai.Response{Reply: choice.Message.Content}
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for _, tc := range choice.Message.ToolCalls {
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var input map[string]any
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if err := json.Unmarshal([]byte(tc.Function.Arguments), &input); err != nil {
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input = map[string]any{}
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}
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response.ToolCalls = append(response.ToolCalls, ai.ToolCall{
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ID: tc.ID,
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Name: tc.Function.Name,
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Input: input,
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})
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}
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rawMessage := map[string]any{
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"content": choice.Message.Content,
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"tool_calls": choice.Message.ToolCalls,
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}
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return response, rawMessage, nil
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}
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@@ -0,0 +1,96 @@
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package together
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import (
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"context"
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"encoding/json"
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"errors"
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"io"
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"net/http"
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"net/http/httptest"
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"testing"
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"go-micro.dev/v6/ai"
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)
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func TestProvider_String(t *testing.T) {
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if NewProvider().String() != "together" {
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t.Errorf("got %q", NewProvider().String())
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}
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}
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func TestProvider_Defaults(t *testing.T) {
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opts := NewProvider().Options()
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if opts.Model != "meta-llama/Llama-3.3-70B-Instruct-Turbo" {
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t.Errorf("default model = %q", opts.Model)
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}
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if opts.BaseURL != "https://api.together.xyz" {
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t.Errorf("default base URL = %q", opts.BaseURL)
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}
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}
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func TestProvider_Init(t *testing.T) {
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p := NewProvider()
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if err := p.Init(ai.WithModel("m"), ai.WithAPIKey("k")); err != nil {
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t.Fatal(err)
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}
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if p.Options().Model != "m" || p.Options().APIKey != "k" {
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t.Error("Init did not apply options")
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}
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}
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func TestProvider_Generate_NoAPIKey(t *testing.T) {
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if _, err := NewProvider().Generate(context.Background(), &ai.Request{Prompt: "hi"}); err == nil {
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t.Error("expected error without API key")
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}
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}
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func TestProvider_Stream(t *testing.T) {
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var sawStream bool
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ts := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
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if r.URL.Path != "/v1/chat/completions" {
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t.Fatalf("path = %s, want /v1/chat/completions", r.URL.Path)
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}
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var body map[string]any
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if err := json.NewDecoder(r.Body).Decode(&body); err != nil {
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t.Fatalf("decode request: %v", err)
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}
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sawStream, _ = body["stream"].(bool)
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w.Header().Set("Content-Type", "text/event-stream")
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_, _ = w.Write([]byte("data: {\"choices\":[{\"delta\":{\"content\":\"hel\"}}]}\n\n"))
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_, _ = w.Write([]byte("data: {\"choices\":[{\"delta\":{\"content\":\"lo\"}}]}\n\n"))
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_, _ = w.Write([]byte("data: [DONE]\n\n"))
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}))
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defer ts.Close()
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p := NewProvider(ai.WithAPIKey("test-key"), ai.WithBaseURL(ts.URL))
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stream, err := p.Stream(context.Background(), &ai.Request{Prompt: "Hello"})
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if err != nil {
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t.Fatalf("Stream returned error: %v", err)
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}
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defer stream.Close()
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if !sawStream {
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t.Fatal("stream request did not set stream=true")
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}
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first, err := stream.Recv()
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if err != nil || first.Reply != "hel" {
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t.Fatalf("first chunk = %#v, %v; want hel", first, err)
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}
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second, err := stream.Recv()
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if err != nil || second.Reply != "lo" {
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t.Fatalf("second chunk = %#v, %v; want lo", second, err)
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}
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if _, err := stream.Recv(); !errors.Is(err, io.EOF) {
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t.Fatalf("final error = %v, want EOF", err)
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}
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}
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func TestProvider_Registration(t *testing.T) {
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m := ai.New("together", ai.WithAPIKey("test"))
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if m == nil {
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t.Fatal("provider not registered")
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}
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if m.String() != "together" {
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t.Errorf("got %q", m.String())
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}
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}
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