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Open AI module: provide API key at query time #1817

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Feb 14, 2022
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22 changes: 22 additions & 0 deletions adapters/handlers/rest/middlewares.go
Expand Up @@ -12,8 +12,10 @@
package rest

import (
"context"
"fmt"
"net/http"
"strings"

"github.com/rs/cors"
"github.com/semi-technologies/weaviate/adapters/handlers/rest/state"
Expand Down Expand Up @@ -91,6 +93,7 @@ func makeSetupGlobalMiddleware(appState *state.State) func(http.Handler) http.Ha
handler = addLiveAndReadyness(handler)
handler = addHandleRoot(handler)
handler = makeAddModuleHandlers(appState.Modules)(handler)
handler = addInjectHeadersIntoContext(handler)

return handler
}
Expand Down Expand Up @@ -122,6 +125,25 @@ func addPreflight(next http.Handler) http.Handler {
})
}

func addInjectHeadersIntoContext(next http.Handler) http.Handler {
return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
ctx := r.Context()
changed := false
for k, v := range r.Header {
if strings.HasPrefix(k, "X-") {
ctx = context.WithValue(ctx, k, v)
changed = true
}
}

if changed {
next.ServeHTTP(w, r.Clone(ctx))
} else {
next.ServeHTTP(w, r)
}
})
}

func addLiveAndReadyness(next http.Handler) http.Handler {
return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
if r.URL.String() == "/v1/.well-known/live" {
Expand Down
20 changes: 19 additions & 1 deletion modules/text2vec-openai/clients/vectorizer.go
Expand Up @@ -87,7 +87,11 @@ func (v *vectorizer) vectorize(ctx context.Context, input string,
if err != nil {
return nil, errors.Wrap(err, "create POST request")
}
req.Header.Add("Authorization", fmt.Sprintf("Bearer %s", v.apiKey))
apiKey, err := v.getApiKey(ctx)
if err != nil {
return nil, errors.Wrapf(err, "OpenAI API Key")
}
req.Header.Add("Authorization", fmt.Sprintf("Bearer %s", apiKey))
req.Header.Add("Content-Type", "application/json")

res, err := v.httpClient.Do(req)
Expand Down Expand Up @@ -124,6 +128,20 @@ func (v *vectorizer) vectorize(ctx context.Context, input string,
}, nil
}

func (v *vectorizer) getApiKey(ctx context.Context) (string, error) {
if len(v.apiKey) > 0 {
return v.apiKey, nil
}
apiKey := ctx.Value("X-Openai-Api-Key")
if apiKeyHeader, ok := apiKey.([]string); ok &&
len(apiKeyHeader) > 0 && len(apiKeyHeader[0]) > 0 {
return apiKeyHeader[0], nil
}
return "", errors.New("no api key found " +
"neither in request header: X-OpenAI-Api-Key " +
"nor in environment variable under OPENAI_APIKEY")
}

func (v *vectorizer) docUrl(docType, model string) string {
return v.urlBuilder.documentUrl(docType, model)
}
Expand Down
80 changes: 80 additions & 0 deletions modules/text2vec-openai/clients/vectorizer_test.go
Expand Up @@ -98,6 +98,86 @@ func TestClient(t *testing.T) {
require.NotNil(t, err)
assert.Equal(t, err.Error(), "failed with status: 500 error: nope, not gonna happen")
})

t.Run("when OpenAI key is passed using X-Openai-Api-Key header", func(t *testing.T) {
server := httptest.NewServer(&fakeHandler{t: t})
defer server.Close()
c := &vectorizer{
apiKey: "",
httpClient: &http.Client{},
urlBuilder: &openAIUrlBuilder{
origin: server.URL,
pathMask: "/v1/engines/%s-search-%s-%s-001/embeddings",
},
logger: nullLogger(),
}
ctxWithValue := context.WithValue(context.Background(),
"X-Openai-Api-Key", []string{"some-key"})

expected := &ent.VectorizationResult{
Text: "This is my text",
Vector: []float32{0.1, 0.2, 0.3},
Dimensions: 3,
}
res, err := c.Vectorize(ctxWithValue, "This is my text",
ent.VectorizationConfig{
Type: "text",
Model: "ada",
})

require.Nil(t, err)
assert.Equal(t, expected, res)
})

t.Run("when OpenAI key is empty", func(t *testing.T) {
server := httptest.NewServer(&fakeHandler{t: t})
defer server.Close()
c := &vectorizer{
apiKey: "",
httpClient: &http.Client{},
urlBuilder: &openAIUrlBuilder{
origin: server.URL,
pathMask: "/v1/engines/%s-search-%s-%s-001/embeddings",
},
logger: nullLogger(),
}
ctx, cancel := context.WithDeadline(context.Background(), time.Now())
defer cancel()

_, err := c.Vectorize(ctx, "This is my text", ent.VectorizationConfig{})

require.NotNil(t, err)
assert.Equal(t, err.Error(), "OpenAI API Key: no api key found "+
"neither in request header: X-OpenAI-Api-Key "+
"nor in environment variable under OPENAI_APIKEY")
})

t.Run("when X-Openai-Api-Key header is passed but empty", func(t *testing.T) {
server := httptest.NewServer(&fakeHandler{t: t})
defer server.Close()
c := &vectorizer{
apiKey: "",
httpClient: &http.Client{},
urlBuilder: &openAIUrlBuilder{
origin: server.URL,
pathMask: "/v1/engines/%s-search-%s-%s-001/embeddings",
},
logger: nullLogger(),
}
ctxWithValue := context.WithValue(context.Background(),
"X-Openai-Api-Key", []string{""})

_, err := c.Vectorize(ctxWithValue, "This is my text",
ent.VectorizationConfig{
Type: "text",
Model: "ada",
})

require.NotNil(t, err)
assert.Equal(t, err.Error(), "OpenAI API Key: no api key found "+
"neither in request header: X-OpenAI-Api-Key "+
"nor in environment variable under OPENAI_APIKEY")
})
}

type fakeHandler struct {
Expand Down
4 changes: 0 additions & 4 deletions modules/text2vec-openai/module.go
Expand Up @@ -98,10 +98,6 @@ func (m *OpenAIModule) InitDependency(modules []modulecapabilities.Module) error
func (m *OpenAIModule) initVectorizer(ctx context.Context,
logger logrus.FieldLogger) error {
apiKey := os.Getenv("OPENAI_APIKEY")
if apiKey == "" {
return errors.Errorf("required variable OPENAI_APIKEY is not set")
}

client := clients.New(apiKey, logger)

m.vectorizer = vectorizer.New(client)
Expand Down