// _ _ // __ _____ __ ___ ___ __ _| |_ ___ // \ \ /\ / / _ \/ _` \ \ / / |/ _` | __/ _ \ // \ V V / __/ (_| |\ V /| | (_| | || __/ // \_/\_/ \___|\__,_| \_/ |_|\__,_|\__\___| // // Copyright © 2016 - 2024 Weaviate B.V. All rights reserved. // // CONTACT: hello@weaviate.io // package clients import ( "bytes" "context" "encoding/json" "fmt" "io" "net/http" "time" "github.com/pkg/errors" "github.com/sirupsen/logrus" "github.com/weaviate/weaviate/entities/additional" "github.com/weaviate/weaviate/modules/qna-transformers/ent" ) type qna struct { origin string httpClient *http.Client logger logrus.FieldLogger } func New(origin string, timeout time.Duration, logger logrus.FieldLogger) *qna { return &qna{ origin: origin, httpClient: &http.Client{Timeout: timeout}, logger: logger, } } func (q *qna) Answer(ctx context.Context, text, question string, ) (*ent.AnswerResult, error) { body, err := json.Marshal(answersInput{ Text: text, Question: question, }) if err != nil { return nil, errors.Wrapf(err, "marshal body") } req, err := http.NewRequestWithContext(ctx, "POST", q.url("/answers/"), bytes.NewReader(body)) if err != nil { return nil, errors.Wrap(err, "create POST request") } res, err := q.httpClient.Do(req) if err != nil { return nil, errors.Wrap(err, "send POST request") } defer res.Body.Close() bodyBytes, err := io.ReadAll(res.Body) if err != nil { return nil, errors.Wrap(err, "read response body") } var resBody answersResponse if err := json.Unmarshal(bodyBytes, &resBody); err != nil { return nil, errors.Wrap(err, "unmarshal response body") } if res.StatusCode > 399 { return nil, errors.Errorf("fail with status %d: %s", res.StatusCode, resBody.Error) } return &ent.AnswerResult{ Text: resBody.Text, Question: resBody.Question, Answer: resBody.Answer, Certainty: resBody.Certainty, Distance: additional.CertaintyToDistPtr(resBody.Certainty), }, nil } func (q *qna) url(path string) string { return fmt.Sprintf("%s%s", q.origin, path) } type answersInput struct { Text string `json:"text"` Question string `json:"question"` } type answersResponse struct { answersInput `json:"answersInput"` Answer *string `json:"answer"` Certainty *float64 `json:"certainty"` Distance *float64 `json:"distance"` Error string `json:"error"` }