// // Copyright 2026 The InfiniFlow Authors. All Rights Reserved. // // 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 models import ( "fmt" "net/http" "ragflow/internal/entity" "sync" ) // EmbeddingModelFactory creates an EmbeddingModel instance type EmbeddingModelFactory func(apiKey, apiBase, modelName string, httpClient *http.Client) entity.EmbeddingModel // ChatModelFactory creates a ChatModel instance type ChatModelFactory func(apiKey, apiBase, modelName string, httpClient *http.Client) entity.ChatModel // RerankModelFactory creates a RerankModel instance type RerankModelFactory func(apiKey, apiBase, modelName string, httpClient *http.Client) entity.RerankModel var ( embeddingModelFactories = make(map[string]EmbeddingModelFactory) chatModelFactories = make(map[string]ChatModelFactory) rerankModelFactories = make(map[string]RerankModelFactory) factoryMu sync.RWMutex ) // RegisterEmbeddingModelFactory registers a factory for a provider name. // Should be called from init() functions of provider implementations. func RegisterEmbeddingModelFactory(providerName string, factory EmbeddingModelFactory) { factoryMu.Lock() defer factoryMu.Unlock() embeddingModelFactories[providerName] = factory } // RegisterChatModelFactory registers a factory for a chat provider name. // Should be called from init() functions of provider implementations. func RegisterChatModelFactory(providerName string, factory ChatModelFactory) { factoryMu.Lock() defer factoryMu.Unlock() chatModelFactories[providerName] = factory } // RegisterRerankModelFactory registers a factory for a rerank provider name. // Should be called from init() functions of provider implementations. func RegisterRerankModelFactory(providerName string, factory RerankModelFactory) { factoryMu.Lock() defer factoryMu.Unlock() rerankModelFactories[providerName] = factory } // GetEmbeddingModelFactory returns the factory for the given provider name. // Returns nil if not found. func GetEmbeddingModelFactory(providerName string) EmbeddingModelFactory { factoryMu.RLock() defer factoryMu.RUnlock() return embeddingModelFactories[providerName] } // GetChatModelFactory returns the factory for the given chat provider name. // Returns nil if not found. func GetChatModelFactory(providerName string) ChatModelFactory { factoryMu.RLock() defer factoryMu.RUnlock() return chatModelFactories[providerName] } // GetRerankModelFactory returns the factory for the given rerank provider name. // Returns nil if not found. func GetRerankModelFactory(providerName string) RerankModelFactory { factoryMu.RLock() defer factoryMu.RUnlock() return rerankModelFactories[providerName] } // CreateEmbeddingModel creates an EmbeddingModel instance for the given provider. // Returns error if provider not registered. func CreateEmbeddingModel(providerName, apiKey, apiBase, modelName string, httpClient *http.Client) (entity.EmbeddingModel, error) { factory := GetEmbeddingModelFactory(providerName) if factory == nil { return nil, fmt.Errorf("no embedding model factory registered for provider %s", providerName) } return factory(apiKey, apiBase, modelName, httpClient), nil } // CreateChatModel creates a ChatModel instance for the given provider. // Returns error if provider not registered. func CreateChatModel(providerName, apiKey, apiBase, modelName string, httpClient *http.Client) (entity.ChatModel, error) { factory := GetChatModelFactory(providerName) if factory == nil { return nil, fmt.Errorf("no chat model factory registered for provider %s", providerName) } return factory(apiKey, apiBase, modelName, httpClient), nil } // CreateRerankModel creates a RerankModel instance for the given provider. // Returns error if provider not registered. func CreateRerankModel(providerName, apiKey, apiBase, modelName string, httpClient *http.Client) (entity.RerankModel, error) { factory := GetRerankModelFactory(providerName) if factory == nil { return nil, fmt.Errorf("no rerank model factory registered for provider %s", providerName) } return factory(apiKey, apiBase, modelName, httpClient), nil }