// Licensed to the LF AI & Data foundation under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you 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 cohere import ( "encoding/json" "net/http" "net/http/httptest" "testing" "github.com/stretchr/testify/assert" ) func TestEmbeddingOK(t *testing.T) { var res EmbeddingResponse repStr := `{ "id": "5807ee2e-0cda-445a-9ec8-864c60a06606", "embeddings": { "float": [ [ 0.0, 0.1 ], [ 1.0, 1.1 ] ] }, "texts": [ "hello", "goodbye" ], "meta": { "api_version": { "version": "2", "is_experimental": true }, "billed_units": { "input_tokens": 2 }, "warnings": [ "You are using an experimental version, for more information please refer to https://docs.cohere.com/versioning-reference" ] } }` err := json.Unmarshal([]byte(repStr), &res) assert.NoError(t, err) ts := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) { w.WriteHeader(http.StatusOK) data, _ := json.Marshal(res) w.Write(data) })) defer ts.Close() url := ts.URL { c, _ := NewCohereClient("mock_key") ret, err := c.Embedding(url, "cohere-3", []string{"sentence"}, "search_document", "float", "END", 0) assert.True(t, err == nil) assert.Equal(t, ret.Embeddings.Float[0], []float32{0.0, 0.1}) assert.Equal(t, ret.Embeddings.Float[1], []float32{1.0, 1.1}) } } func TestEmbeddingFailed(t *testing.T) { ts := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) { w.WriteHeader(http.StatusUnauthorized) })) defer ts.Close() url := ts.URL { c, _ := NewCohereClient("mock_key") _, err := c.Embedding(url, "cohere-3", []string{"sentence"}, "search_document", "float", "END", 0) assert.True(t, err != nil) } } func TestRerankOK(t *testing.T) { var res RerankResponse repStr := `{ "results": [ { "index": 3, "relevance_score": 0.999071 }, { "index": 4, "relevance_score": 0.7867867 }, { "index": 0, "relevance_score": 0.32713068 } ], "id": "07734bd2-2473-4f07-94e1-0d9f0e6843cf", "meta": { "api_version": { "version": "2", "is_experimental": false }, "billed_units": { "search_units": 1 } } }` err := json.Unmarshal([]byte(repStr), &res) assert.NoError(t, err) ts := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) { w.WriteHeader(http.StatusOK) data, _ := json.Marshal(res) w.Write(data) })) defer ts.Close() url := ts.URL { c, _ := NewCohereClient("mock_key") ret, err := c.Rerank(url, "rerank-lite-1", "query", []string{"text1", "text2", "text3"}, map[string]any{}, 0) assert.True(t, err == nil) assert.Equal(t, ret.Results[0].Index, 0) assert.Equal(t, ret.Results[1].Index, 3) assert.Equal(t, ret.Results[2].Index, 4) assert.Equal(t, ret.Results[0].RelevanceScore, float32(0.32713068)) assert.Equal(t, ret.Results[1].RelevanceScore, float32(0.999071)) assert.Equal(t, ret.Results[2].RelevanceScore, float32(0.7867867)) assert.Equal(t, ret.Id, "07734bd2-2473-4f07-94e1-0d9f0e6843cf") assert.Equal(t, ret.Meta.BilledUnits.SearchUnits, 1) } } func TestRerankFailed(t *testing.T) { ts := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) { w.WriteHeader(http.StatusUnauthorized) })) defer ts.Close() url := ts.URL { c, _ := NewCohereClient("mock_key") _, err := c.Rerank(url, "rerank-lite-1", "query", []string{"text1", "text2", "text3"}, map[string]any{}, 0) assert.True(t, err != nil) } }