Files
ragflow/internal/entity/models/cohere_test.go

128 lines
3.4 KiB
Go

package models
import (
"encoding/json"
"io"
"net/http"
"net/http/httptest"
"ragflow/internal/common"
"strings"
"testing"
)
func newCohereForTest(baseURL string) *CoHereModel {
return NewCoHereModel(
map[string]string{"default": baseURL},
URLSuffix{Chat: "v2/chat", Embedding: "v2/embed", Rerank: "v2/rerank"},
)
}
func TestCohereChatAllowsToolCallOnlyResponse(t *testing.T) {
srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
if r.URL.Path != "/v2/chat" {
t.Errorf("path=%s", r.URL.Path)
}
_ = json.NewEncoder(w).Encode(map[string]any{
"id": "cohere-chat-tool",
"message": map[string]any{
"role": "assistant",
"tool_calls": []map[string]any{
{
"id": "tool-1",
"type": "function",
"function": map[string]any{
"name": "lookup",
"arguments": `{"q":"ragflow"}`,
},
},
},
},
"usage": map[string]any{
"tokens": map[string]any{
"input_tokens": 4,
"output_tokens": 2,
},
},
})
}))
defer srv.Close()
apiKey := "test-key"
usage := &common.ModelUsage{}
resp, err := newCohereForTest(srv.URL).ChatWithMessages(
t.Context(),
"command-a",
[]Message{{Role: "user", Content: "use a tool"}},
&APIConfig{ApiKey: &apiKey},
nil,
usage,
)
if err != nil {
t.Fatalf("ChatWithMessages: %v", err)
}
if resp.Answer == nil || *resp.Answer != "" {
t.Fatalf("Answer=%v, want empty content", resp.Answer)
}
if len(resp.ToolCalls) != 1 || resp.ToolCalls[0]["id"] != "tool-1" {
t.Fatalf("ToolCalls=%#v, want tool-1", resp.ToolCalls)
}
assertModelUsage(t, usage, 4, 2, 6)
}
func TestCohereStreamRecordsDeltaUsage(t *testing.T) {
srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
if r.URL.Path != "/v2/chat" {
t.Errorf("path=%s", r.URL.Path)
}
raw, err := io.ReadAll(r.Body)
if err != nil {
t.Fatalf("read body: %v", err)
}
var body map[string]any
if err := json.Unmarshal(raw, &body); err != nil {
t.Fatalf("unmarshal body: %v", err)
}
if body["stream"] != true {
t.Fatalf("stream=%v, want true", body["stream"])
}
w.Header().Set("Content-Type", "text/event-stream")
_, _ = io.WriteString(w,
`data: {"type":"content-delta","delta":{"message":{"content":{"text":"hello"}}}}`+"\n"+
`data: {"type":"message-end","delta":{"usage":{"tokens":{"input_tokens":4,"output_tokens":2}}}}`+"\n",
)
}))
defer srv.Close()
apiKey := "test-key"
cfg := &ChatConfig{}
usage := &common.ModelUsage{}
var chunks []string
err := newCohereForTest(srv.URL).ChatStreamlyWithSender(
t.Context(),
"command-a",
[]Message{{Role: "user", Content: "hi"}},
&APIConfig{ApiKey: &apiKey},
cfg,
usage,
func(content *string, reasoning *string) error {
if content != nil {
chunks = append(chunks, *content)
}
return nil
},
)
if err != nil {
t.Fatalf("ChatStreamlyWithSender: %v", err)
}
if strings.Join(chunks, "") != "hello[DONE]" {
t.Fatalf("chunks=%q, want hello[DONE]", strings.Join(chunks, ""))
}
if cfg.UsageResult == nil || cfg.UsageResult.PromptTokens != 4 || cfg.UsageResult.CompletionTokens != 2 || cfg.UsageResult.TotalTokens != 6 {
t.Fatalf("UsageResult=%#v, want prompt=4 completion=2 total=6", cfg.UsageResult)
}
if usage.InputTokens != 4 || usage.OutputTokens != 2 || usage.TotalTokens != 6 {
t.Fatalf("model usage=(%d,%d,%d), want (4,2,6)", usage.InputTokens, usage.OutputTokens, usage.TotalTokens)
}
}