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fix: replace workflow hardcoding chat model for knowledge recall (#233)

This commit is contained in:
N3ko 2025-07-30 14:27:01 +08:00 committed by GitHub
parent 5013a9ed53
commit b9d03b148c
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GPG Key ID: B5690EEEBB952194
12 changed files with 218 additions and 123 deletions
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2
backend/api/handler/coze/workflow_service_test.go
View File

@ -239,7 +239,7 @@ func newWfTestRunner(t *testing.T) *wfTestRunner {
mockTos := storageMock.NewMockStorage(ctrl)
mockTos.EXPECT().GetObjectUrl(gomock.Any(), gomock.Any(), gomock.Any()).Return("", nil).AnyTimes()
workflowRepo := service.NewWorkflowRepository(mockIDGen, db, redisClient, mockTos, cpStore)
workflowRepo := service.NewWorkflowRepository(mockIDGen, db, redisClient, mockTos, cpStore, nil)
mockey.Mock(appworkflow.GetWorkflowDomainSVC).Return(service.NewWorkflowService(workflowRepo)).Build()
mockey.Mock(workflow2.GetRepository).Return(workflowRepo).Build()

5
backend/application/application.go
View File

@ -190,8 +190,11 @@ func initPrimaryServices(ctx context.Context, basicServices *basicServices) (*pr
return nil, err
}
workflowDomainSVC := workflow.InitService(
workflowDomainSVC, err := workflow.InitService(ctx,
basicServices.toWorkflowServiceComponents(pluginSVC, memorySVC, knowledgeSVC))
if err != nil {
return nil, err
}
shortcutSVC := shortcutcmd.InitService(basicServices.infra.DB, basicServices.infra.IDGenSVC)

108
backend/application/internal/env.go Normal file
View File

@ -0,0 +1,108 @@
/*
* Copyright 2025 coze-dev Authors
*
* Licensed 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 internal
import (
"context"
"fmt"
"os"
"strconv"
ao "github.com/cloudwego/eino-ext/components/model/ark"
"github.com/cloudwego/eino-ext/components/model/deepseek"
"github.com/cloudwego/eino-ext/components/model/gemini"
"github.com/cloudwego/eino-ext/components/model/ollama"
mo "github.com/cloudwego/eino-ext/components/model/openai"
"github.com/cloudwego/eino-ext/components/model/qwen"
"github.com/coze-dev/coze-studio/backend/infra/contract/chatmodel"
"google.golang.org/genai"
)
func GetBuiltinChatModel(ctx context.Context, envPrefix string) (bcm chatmodel.BaseChatModel, configured bool, err error) {
getEnv := func(key string) string {
if val := os.Getenv(envPrefix + key); val != "" {
return val
}
return os.Getenv(key)
}
switch getEnv("BUILTIN_CM_TYPE") {
case "openai":
byAzure, _ := strconv.ParseBool(getEnv("BUILTIN_CM_OPENAI_BY_AZURE"))
bcm, err = mo.NewChatModel(ctx, &mo.ChatModelConfig{
APIKey: getEnv("BUILTIN_CM_OPENAI_API_KEY"),
ByAzure: byAzure,
BaseURL: getEnv("BUILTIN_CM_OPENAI_BASE_URL"),
Model: getEnv("BUILTIN_CM_OPENAI_MODEL"),
})
case "ark":
bcm, err = ao.NewChatModel(ctx, &ao.ChatModelConfig{
APIKey: getEnv("BUILTIN_CM_ARK_API_KEY"),
Model: getEnv("BUILTIN_CM_ARK_MODEL"),
BaseURL: getEnv("BUILTIN_CM_ARK_BASE_URL"),
})
case "deepseek":
bcm, err = deepseek.NewChatModel(ctx, &deepseek.ChatModelConfig{
APIKey: getEnv("BUILTIN_CM_DEEPSEEK_API_KEY"),
BaseURL: getEnv("BUILTIN_CM_DEEPSEEK_BASE_URL"),
Model: getEnv("BUILTIN_CM_DEEPSEEK_MODEL"),
})
case "ollama":
bcm, err = ollama.NewChatModel(ctx, &ollama.ChatModelConfig{
BaseURL: getEnv("BUILTIN_CM_OLLAMA_BASE_URL"),
Model: getEnv("BUILTIN_CM_OLLAMA_MODEL"),
})
case "qwen":
bcm, err = qwen.NewChatModel(ctx, &qwen.ChatModelConfig{
APIKey: getEnv("BUILTIN_CM_QWEN_API_KEY"),
BaseURL: getEnv("BUILTIN_CM_QWEN_BASE_URL"),
Model: getEnv("BUILTIN_CM_QWEN_MODEL"),
})
case "gemini":
backend, convErr := strconv.ParseInt(getEnv("BUILTIN_CM_GEMINI_BACKEND"), 10, 64)
if convErr != nil {
return nil, false, convErr
}
c, clientErr := genai.NewClient(ctx, &genai.ClientConfig{
APIKey: getEnv("BUILTIN_CM_GEMINI_API_KEY"),
Backend: genai.Backend(backend),
Project: getEnv("BUILTIN_CM_GEMINI_PROJECT"),
Location: getEnv("BUILTIN_CM_GEMINI_LOCATION"),
HTTPOptions: genai.HTTPOptions{
BaseURL: getEnv("BUILTIN_CM_GEMINI_BASE_URL"),
},
})
if clientErr != nil {
return nil, false, clientErr
}
bcm, err = gemini.NewChatModel(ctx, &gemini.Config{
Client: c,
Model: getEnv("BUILTIN_CM_GEMINI_MODEL"),
})
default:
// accept builtin chat model not configured
}
if err != nil {
return nil, false, fmt.Errorf("knowledge init openai chat mode failed, %w", err)
}
if bcm != nil {
configured = true
}
return
}

91
backend/application/knowledge/init.go
View File

@ -28,25 +28,18 @@ import (
"github.com/cloudwego/eino-ext/components/embedding/ark"
ollamaEmb "github.com/cloudwego/eino-ext/components/embedding/ollama"
"github.com/cloudwego/eino-ext/components/embedding/openai"
ao "github.com/cloudwego/eino-ext/components/model/ark"
"github.com/cloudwego/eino-ext/components/model/deepseek"
"github.com/cloudwego/eino-ext/components/model/gemini"
"github.com/cloudwego/eino-ext/components/model/ollama"
mo "github.com/cloudwego/eino-ext/components/model/openai"
"github.com/cloudwego/eino-ext/components/model/qwen"
"github.com/cloudwego/eino/components/prompt"
"github.com/cloudwego/eino/schema"
"github.com/coze-dev/coze-studio/backend/application/internal"
"github.com/coze-dev/coze-studio/backend/infra/impl/embedding/http"
"github.com/milvus-io/milvus/client/v2/milvusclient"
"github.com/volcengine/volc-sdk-golang/service/vikingdb"
"github.com/volcengine/volc-sdk-golang/service/visual"
"google.golang.org/genai"
"gorm.io/gorm"
"github.com/coze-dev/coze-studio/backend/application/search"
knowledgeImpl "github.com/coze-dev/coze-studio/backend/domain/knowledge/service"
"github.com/coze-dev/coze-studio/backend/infra/contract/cache"
"github.com/coze-dev/coze-studio/backend/infra/contract/chatmodel"
"github.com/coze-dev/coze-studio/backend/infra/contract/document/nl2sql"
"github.com/coze-dev/coze-studio/backend/infra/contract/document/ocr"
"github.com/coze-dev/coze-studio/backend/infra/contract/document/searchstore"
@ -131,7 +124,7 @@ func InitService(c *ServiceComponents) (*KnowledgeApplicationService, error) {
}
var rewriter messages2query.MessagesToQuery
if rewriterChatModel, _, err := getBuiltinChatModel(ctx, "M2Q_"); err != nil {
if rewriterChatModel, _, err := internal.GetBuiltinChatModel(ctx, "M2Q_"); err != nil {
return nil, err
} else {
filePath := filepath.Join(root, "resources/conf/prompt/messages_to_query_template_jinja2.json")
@ -146,7 +139,7 @@ func InitService(c *ServiceComponents) (*KnowledgeApplicationService, error) {
}
var n2s nl2sql.NL2SQL
if n2sChatModel, _, err := getBuiltinChatModel(ctx, "NL2SQL_"); err != nil {
if n2sChatModel, _, err := internal.GetBuiltinChatModel(ctx, "NL2SQL_"); err != nil {
return nil, err
} else {
filePath := filepath.Join(root, "resources/conf/prompt/nl2sql_template_jinja2.json")
@ -160,7 +153,7 @@ func InitService(c *ServiceComponents) (*KnowledgeApplicationService, error) {
}
}
imageAnnoChatModel, configured, err := getBuiltinChatModel(ctx, "IA_")
imageAnnoChatModel, configured, err := internal.GetBuiltinChatModel(ctx, "IA_")
if err != nil {
return nil, err
}
@ -372,7 +365,6 @@ func getEmbedding(ctx context.Context) (embedding.Embedder, error) {
return nil, fmt.Errorf("init ollama embedding failed, err=%w", err)
}
case "http":
var (
httpEmbeddingBaseURL = os.Getenv("HTTP_EMBEDDING_ADDR")
@ -394,81 +386,6 @@ func getEmbedding(ctx context.Context) (embedding.Embedder, error) {
return emb, nil
}
func getBuiltinChatModel(ctx context.Context, envPrefix string) (bcm chatmodel.BaseChatModel, configured bool, err error) {
getEnv := func(key string) string {
if val := os.Getenv(envPrefix + key); val != "" {
return val
}
return os.Getenv(key)
}
switch getEnv("BUILTIN_CM_TYPE") {
case "openai":
byAzure, _ := strconv.ParseBool(getEnv("BUILTIN_CM_OPENAI_BY_AZURE"))
bcm, err = mo.NewChatModel(ctx, &mo.ChatModelConfig{
APIKey: getEnv("BUILTIN_CM_OPENAI_API_KEY"),
ByAzure: byAzure,
BaseURL: getEnv("BUILTIN_CM_OPENAI_BASE_URL"),
Model: getEnv("BUILTIN_CM_OPENAI_MODEL"),
})
case "ark":
bcm, err = ao.NewChatModel(ctx, &ao.ChatModelConfig{
APIKey: getEnv("BUILTIN_CM_ARK_API_KEY"),
Model: getEnv("BUILTIN_CM_ARK_MODEL"),
BaseURL: getEnv("BUILTIN_CM_ARK_BASE_URL"),
})
case "deepseek":
bcm, err = deepseek.NewChatModel(ctx, &deepseek.ChatModelConfig{
APIKey: getEnv("BUILTIN_CM_DEEPSEEK_API_KEY"),
BaseURL: getEnv("BUILTIN_CM_DEEPSEEK_BASE_URL"),
Model: getEnv("BUILTIN_CM_DEEPSEEK_MODEL"),
})
case "ollama":
bcm, err = ollama.NewChatModel(ctx, &ollama.ChatModelConfig{
BaseURL: getEnv("BUILTIN_CM_OLLAMA_BASE_URL"),
Model: getEnv("BUILTIN_CM_OLLAMA_MODEL"),
})
case "qwen":
bcm, err = qwen.NewChatModel(ctx, &qwen.ChatModelConfig{
APIKey: getEnv("BUILTIN_CM_QWEN_API_KEY"),
BaseURL: getEnv("BUILTIN_CM_QWEN_BASE_URL"),
Model: getEnv("BUILTIN_CM_QWEN_MODEL"),
})
case "gemini":
backend, convErr := strconv.ParseInt(getEnv("BUILTIN_CM_GEMINI_BACKEND"), 10, 64)
if convErr != nil {
return nil, false, convErr
}
c, clientErr := genai.NewClient(ctx, &genai.ClientConfig{
APIKey: getEnv("BUILTIN_CM_GEMINI_API_KEY"),
Backend: genai.Backend(backend),
Project: getEnv("BUILTIN_CM_GEMINI_PROJECT"),
Location: getEnv("BUILTIN_CM_GEMINI_LOCATION"),
HTTPOptions: genai.HTTPOptions{
BaseURL: getEnv("BUILTIN_CM_GEMINI_BASE_URL"),
},
})
if clientErr != nil {
return nil, false, clientErr
}
bcm, err = gemini.NewChatModel(ctx, &gemini.Config{
Client: c,
Model: getEnv("BUILTIN_CM_GEMINI_MODEL"),
})
default:
// accept builtin chat model not configured
}
if err != nil {
return nil, false, fmt.Errorf("knowledge init openai chat mode failed, %w", err)
}
if bcm != nil {
configured = true
}
return
}
func readJinja2PromptTemplate(jsonFilePath string) (prompt.ChatTemplate, error) {
b, err := os.ReadFile(jsonFilePath)
if err != nil {

17
backend/application/workflow/init.go
View File

@ -17,7 +17,11 @@
package workflow
import (
"context"
"github.com/cloudwego/eino/compose"
"github.com/coze-dev/coze-studio/backend/application/internal"
"github.com/coze-dev/coze-studio/backend/pkg/logs"
"github.com/redis/go-redis/v9"
"gorm.io/gorm"
@ -64,9 +68,16 @@ type ServiceComponents struct {
CodeRunner coderunner.Runner
}
func InitService(components *ServiceComponents) *ApplicationService {
func InitService(ctx context.Context, components *ServiceComponents) (*ApplicationService, error) {
bcm, ok, err := internal.GetBuiltinChatModel(ctx, "WKR_")
if err != nil {
return nil, err
}
if !ok {
logs.CtxWarnf(ctx, "workflow builtin chat model for knowledge recall not configured")
}
workflowRepo := service.NewWorkflowRepository(components.IDGen, components.DB, components.Cache,
components.Tos, components.CPStore)
components.Tos, components.CPStore, bcm)
workflow.SetRepository(workflowRepo)
workflowDomainSVC := service.NewWorkflowService(workflowRepo)
@ -84,5 +95,5 @@ func InitService(components *ServiceComponents) *ApplicationService {
SVC.TosClient = components.Tos
SVC.IDGenerator = components.IDGen
return SVC
return SVC, err
}

3
backend/domain/workflow/interface.go
View File

@ -19,6 +19,7 @@ package workflow
import (
"context"
"github.com/cloudwego/eino/components/model"
"github.com/cloudwego/eino/compose"
"github.com/coze-dev/coze-studio/backend/api/model/ocean/cloud/workflow"
@ -96,6 +97,8 @@ type Repository interface {
compose.CheckPointStore
idgen.IDGenerator
GetKnowledgeRecallChatModel() model.BaseChatModel
}
var repositorySingleton Repository

2
backend/domain/workflow/internal/compose/test/question_answer_test.go
View File

@ -102,7 +102,7 @@ func TestQuestionAnswer(t *testing.T) {
mockTos := storageMock.NewMockStorage(ctrl)
mockTos.EXPECT().GetObjectUrl(gomock.Any(), gomock.Any(), gomock.Any()).Return("", nil).AnyTimes()
repo := repo2.NewRepository(mockIDGen, db, redisClient, mockTos,
checkpoint.NewRedisStore(redisClient))
checkpoint.NewRedisStore(redisClient), nil)
mockey.Mock(workflow.GetRepository).Return(repo).Build()
t.Run("answer directly, no structured output", func(t *testing.T) {

18
backend/domain/workflow/internal/compose/to_node.go
View File

@ -223,9 +223,9 @@ func (s *NodeSchema) ToLLMConfig(ctx context.Context) (*llm.Config, error) {
}
if fcParams.KnowledgeFCParam != nil && len(fcParams.KnowledgeFCParam.KnowledgeList) > 0 {
kwChatModel, err := knowledgeRecallChatModel(ctx)
if err != nil {
return nil, err
kwChatModel := workflow2.GetRepository().GetKnowledgeRecallChatModel()
if kwChatModel == nil {
return nil, fmt.Errorf("workflow builtin chat model for knowledge recall not configured")
}
knowledgeOperator := crossknowledge.GetKnowledgeOperator()
setting := fcParams.KnowledgeFCParam.GlobalSetting
@ -650,15 +650,3 @@ func totRetrievalSearchType(s int64) (crossknowledge.SearchType, error) {
return "", fmt.Errorf("invalid retrieval search type %v", s)
}
}
// knowledgeRecallChatModel the chat model used by the knowledge base recall in the LLM node, not the user-configured model
func knowledgeRecallChatModel(ctx context.Context) (einomodel.BaseChatModel, error) {
defaultChatModelParma := &model.LLMParams{
ModelName: "豆包·1.5·Pro·32k",
ModelType: 1,
Temperature: ptr.Of(0.5),
MaxTokens: 4096,
}
m, _, err := model.GetManager().GetModel(ctx, defaultChatModelParma)
return m, err
}

9
backend/domain/workflow/internal/repo/repository.go
View File

@ -41,6 +41,7 @@ import (
"github.com/coze-dev/coze-studio/backend/domain/workflow/internal/execute"
"github.com/coze-dev/coze-studio/backend/domain/workflow/internal/repo/dal/model"
"github.com/coze-dev/coze-studio/backend/domain/workflow/internal/repo/dal/query"
cm "github.com/coze-dev/coze-studio/backend/infra/contract/chatmodel"
"github.com/coze-dev/coze-studio/backend/infra/contract/idgen"
"github.com/coze-dev/coze-studio/backend/infra/contract/storage"
"github.com/coze-dev/coze-studio/backend/pkg/errorx"
@ -66,10 +67,11 @@ type RepositoryImpl struct {
workflow.InterruptEventStore
workflow.CancelSignalStore
workflow.ExecuteHistoryStore
builtinModel cm.BaseChatModel
}
func NewRepository(idgen idgen.IDGenerator, db *gorm.DB, redis *redis.Client, tos storage.Storage,
cpStore einoCompose.CheckPointStore) workflow.Repository {
cpStore einoCompose.CheckPointStore, chatModel cm.BaseChatModel) workflow.Repository {
return &RepositoryImpl{
IDGenerator: idgen,
query: query.Use(db),
@ -86,6 +88,7 @@ func NewRepository(idgen idgen.IDGenerator, db *gorm.DB, redis *redis.Client, to
query: query.Use(db),
redis: redis,
},
builtinModel: chatModel,
}
}
@ -1583,6 +1586,10 @@ func (r *RepositoryImpl) BatchCreateConnectorWorkflowVersion(ctx context.Context
return nil
}
func (r *RepositoryImpl) GetKnowledgeRecallChatModel() cm.BaseChatModel {
return r.builtinModel
}
func filterDisabledAPIParameters(parametersCfg []*workflow3.APIParameter, m map[string]any) map[string]any {
result := make(map[string]any, len(m))
responseParameterMap := slices.ToMap(parametersCfg, func(p *workflow3.APIParameter) (string, *workflow3.APIParameter) {

5
backend/domain/workflow/service/service_impl.go
View File

@ -39,6 +39,7 @@ import (
"github.com/coze-dev/coze-studio/backend/domain/workflow/internal/canvas/adaptor"
"github.com/coze-dev/coze-studio/backend/domain/workflow/internal/compose"
"github.com/coze-dev/coze-studio/backend/domain/workflow/internal/repo"
"github.com/coze-dev/coze-studio/backend/infra/contract/chatmodel"
"github.com/coze-dev/coze-studio/backend/infra/contract/idgen"
"github.com/coze-dev/coze-studio/backend/infra/contract/storage"
"github.com/coze-dev/coze-studio/backend/pkg/lang/ptr"
@ -67,8 +68,8 @@ func NewWorkflowService(repo workflow.Repository) workflow.Service {
}
func NewWorkflowRepository(idgen idgen.IDGenerator, db *gorm.DB, redis *redis.Client, tos storage.Storage,
cpStore einoCompose.CheckPointStore) workflow.Repository {
return repo.NewRepository(idgen, db, redis, tos, cpStore)
cpStore einoCompose.CheckPointStore, chatModel chatmodel.BaseChatModel) workflow.Repository {
return repo.NewRepository(idgen, db, redis, tos, cpStore, chatModel)
}
func (i *impl) ListNodeMeta(ctx context.Context, nodeTypes map[entity.NodeType]bool) (map[string][]*entity.NodeTypeMeta, []entity.Category, error) {

68
backend/internal/mock/domain/workflow/interface.go
View File

@ -13,6 +13,7 @@ import (
context "context"
reflect "reflect"
model "github.com/cloudwego/eino/components/model"
compose "github.com/cloudwego/eino/compose"
schema "github.com/cloudwego/eino/schema"
workflow "github.com/coze-dev/coze-studio/backend/api/model/ocean/cloud/workflow"
@ -26,7 +27,6 @@ import (
type MockService struct {
ctrl *gomock.Controller
recorder *MockServiceMockRecorder
isgomock struct{}
}
// MockServiceMockRecorder is the mock recorder for MockService.
@ -364,17 +364,17 @@ func (mr *MockServiceMockRecorder) ReleaseApplicationWorkflows(ctx, appID, confi
}
// Save mocks base method.
func (m *MockService) Save(ctx context.Context, id int64, arg2 string) error {
func (m *MockService) Save(ctx context.Context, id int64, schema string) error {
m.ctrl.T.Helper()
ret := m.ctrl.Call(m, "Save", ctx, id, arg2)
ret := m.ctrl.Call(m, "Save", ctx, id, schema)
ret0, _ := ret[0].(error)
return ret0
}
// Save indicates an expected call of Save.
func (mr *MockServiceMockRecorder) Save(ctx, id, arg2 any) *gomock.Call {
func (mr *MockServiceMockRecorder) Save(ctx, id, schema any) *gomock.Call {
mr.mock.ctrl.T.Helper()
return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "Save", reflect.TypeOf((*MockService)(nil).Save), ctx, id, arg2)
return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "Save", reflect.TypeOf((*MockService)(nil).Save), ctx, id, schema)
}
// StreamExecute mocks base method.
@ -528,7 +528,6 @@ func (mr *MockServiceMockRecorder) WorkflowAsModelTool(ctx, policies any) *gomoc
type MockRepository struct {
ctrl *gomock.Controller
recorder *MockRepositoryMockRecorder
isgomock struct{}
}
// MockRepositoryMockRecorder is the mock recorder for MockRepository.
@ -548,6 +547,20 @@ func (m *MockRepository) EXPECT() *MockRepositoryMockRecorder {
return m.recorder
}
// BatchCreateConnectorWorkflowVersion mocks base method.
func (m *MockRepository) BatchCreateConnectorWorkflowVersion(ctx context.Context, appID, connectorID int64, workflowIDs []int64, version string) error {
m.ctrl.T.Helper()
ret := m.ctrl.Call(m, "BatchCreateConnectorWorkflowVersion", ctx, appID, connectorID, workflowIDs, version)
ret0, _ := ret[0].(error)
return ret0
}
// BatchCreateConnectorWorkflowVersion indicates an expected call of BatchCreateConnectorWorkflowVersion.
func (mr *MockRepositoryMockRecorder) BatchCreateConnectorWorkflowVersion(ctx, appID, connectorID, workflowIDs, version any) *gomock.Call {
mr.mock.ctrl.T.Helper()
return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "BatchCreateConnectorWorkflowVersion", reflect.TypeOf((*MockRepository)(nil).BatchCreateConnectorWorkflowVersion), ctx, appID, connectorID, workflowIDs, version)
}
// CancelAllRunningNodes mocks base method.
func (m *MockRepository) CancelAllRunningNodes(ctx context.Context, wfExeID int64) error {
m.ctrl.T.Helper()
@ -784,6 +797,20 @@ func (mr *MockRepositoryMockRecorder) GetFirstInterruptEvent(ctx, wfExeID any) *
return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "GetFirstInterruptEvent", reflect.TypeOf((*MockRepository)(nil).GetFirstInterruptEvent), ctx, wfExeID)
}
// GetKnowledgeRecallChatModel mocks base method.
func (m *MockRepository) GetKnowledgeRecallChatModel() model.BaseChatModel {
m.ctrl.T.Helper()
ret := m.ctrl.Call(m, "GetKnowledgeRecallChatModel")
ret0, _ := ret[0].(model.BaseChatModel)
return ret0
}
// GetKnowledgeRecallChatModel indicates an expected call of GetKnowledgeRecallChatModel.
func (mr *MockRepositoryMockRecorder) GetKnowledgeRecallChatModel() *gomock.Call {
mr.mock.ctrl.T.Helper()
return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "GetKnowledgeRecallChatModel", reflect.TypeOf((*MockRepository)(nil).GetKnowledgeRecallChatModel))
}
// GetLatestVersion mocks base method.
func (m *MockRepository) GetLatestVersion(ctx context.Context, id int64) (*vo.VersionInfo, error) {
m.ctrl.T.Helper()
@ -936,6 +963,21 @@ func (mr *MockRepositoryMockRecorder) GetWorkflowExecution(ctx, id any) *gomock.
return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "GetWorkflowExecution", reflect.TypeOf((*MockRepository)(nil).GetWorkflowExecution), ctx, id)
}
// IsApplicationConnectorWorkflowVersion mocks base method.
func (m *MockRepository) IsApplicationConnectorWorkflowVersion(ctx context.Context, connectorID, workflowID int64, version string) (bool, error) {
m.ctrl.T.Helper()
ret := m.ctrl.Call(m, "IsApplicationConnectorWorkflowVersion", ctx, connectorID, workflowID, version)
ret0, _ := ret[0].(bool)
ret1, _ := ret[1].(error)
return ret0, ret1
}
// IsApplicationConnectorWorkflowVersion indicates an expected call of IsApplicationConnectorWorkflowVersion.
func (mr *MockRepositoryMockRecorder) IsApplicationConnectorWorkflowVersion(ctx, connectorID, workflowID, version any) *gomock.Call {
mr.mock.ctrl.T.Helper()
return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "IsApplicationConnectorWorkflowVersion", reflect.TypeOf((*MockRepository)(nil).IsApplicationConnectorWorkflowVersion), ctx, connectorID, workflowID, version)
}
// ListInterruptEvents mocks base method.
func (m *MockRepository) ListInterruptEvents(ctx context.Context, wfExeID int64) ([]*entity.InterruptEvent, error) {
m.ctrl.T.Helper()
@ -1172,6 +1214,20 @@ func (mr *MockRepositoryMockRecorder) UpdateNodeExecution(ctx, execution any) *g
return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "UpdateNodeExecution", reflect.TypeOf((*MockRepository)(nil).UpdateNodeExecution), ctx, execution)
}
// UpdateNodeExecutionStreaming mocks base method.
func (m *MockRepository) UpdateNodeExecutionStreaming(ctx context.Context, execution *entity.NodeExecution) error {
m.ctrl.T.Helper()
ret := m.ctrl.Call(m, "UpdateNodeExecutionStreaming", ctx, execution)
ret0, _ := ret[0].(error)
return ret0
}
// UpdateNodeExecutionStreaming indicates an expected call of UpdateNodeExecutionStreaming.
func (mr *MockRepositoryMockRecorder) UpdateNodeExecutionStreaming(ctx, execution any) *gomock.Call {
mr.mock.ctrl.T.Helper()
return mr.mock.ctrl.RecordCallWithMethodType(mr.mock, "UpdateNodeExecutionStreaming", reflect.TypeOf((*MockRepository)(nil).UpdateNodeExecutionStreaming), ctx, execution)
}
// UpdateWorkflowDraftTestRunSuccess mocks base method.
func (m *MockRepository) UpdateWorkflowDraftTestRunSuccess(ctx context.Context, id int64) error {
m.ctrl.T.Helper()

13
docker/.env.example
View File

@ -101,7 +101,7 @@ export EMBEDDING_TYPE="ark"
export OPENAI_EMBEDDING_BASE_URL="" # (string) OpenAI base_url
export OPENAI_EMBEDDING_MODEL="" # (string) OpenAI embedding model
export OPENAI_EMBEDDING_API_KEY="" # (string) OpenAI api_key
export OPENAI_EMBEDDING_BY_AZURE=true # (bool) OpenAI by_azure
export OPENAI_EMBEDDING_BY_AZURE=false # (bool) OpenAI by_azure
export OPENAI_EMBEDDING_API_VERSION="" # OpenAI azure api version
export OPENAI_EMBEDDING_DIMS=1024 # (int) 向量维度
export OPENAI_EMBEDDING_REQUEST_DIMS=1024
@ -140,17 +140,18 @@ export MODEL_ID_0="" # model name for connection
export MODEL_API_KEY_0="" # model api key
export MODEL_BASE_URL_0="" # model base url
# Model for knowledge nl2sql, messages2query (rewrite), image annotation
# Model for knowledge nl2sql, messages2query (rewrite), image annotation, workflow knowledge recall
# add prefix to assign specific model, downgrade to default config when prefix is not configured:
# 1. nl2sql: NL2SQL_ (e.g. NL2SQL_BUILTIN_CM_TYPE)
# 2. messages2query: M2Q_ (e.g. M2Q_BUILTIN_CM_TYPE)
# 3. image annotation: IA_ (e.g. IA_BUILTIN_CM_TYPE)
# 1. nl2sql: NL2SQL_ (e.g. NL2SQL_BUILTIN_CM_TYPE)
# 2. messages2query: M2Q_ (e.g. M2Q_BUILTIN_CM_TYPE)
# 3. image annotation: IA_ (e.g. IA_BUILTIN_CM_TYPE)
# 4. workflow knowledge recall: WKR_ (e.g. WKR_BUILTIN_CM_TYPE)
# supported chat model type: openai / ark / deepseek / ollama / qwen / gemini
export BUILTIN_CM_TYPE="ark"
# type openai
export BUILTIN_CM_OPENAI_BASE_URL=""
export BUILTIN_CM_OPENAI_API_KEY=""
export BUILTIN_CM_OPENAI_BY_AZURE=true
export BUILTIN_CM_OPENAI_BY_AZURE=false
export BUILTIN_CM_OPENAI_MODEL=""
# type ark