Files
ragflow/internal/entity/models/factory.go
tmimmanuel 4c9529ef36 Add Replicate chat provider (#14958)
## What
- Add Replicate as a chat provider backed by the documented predictions
API
- Register Replicate in the Go model factory and provider config
- Support non-streaming chat through sync predictions, polling fallback,
streaming through `urls.stream`, model listing, and connection checks

## Notes
- Uses `POST /v1/predictions` with Replicate model identifiers in
`version`, which supports official and community model identifiers
- Maps RAGFlow messages into Replicate prompt-shaped inputs (`prompt`,
optional `system_prompt`) and forwards common documented LLM inputs:
`max_new_tokens`, `temperature`, `top_p`
- Preserves whitespace in SSE output chunks and emits RAGFlow `[DONE]`
at stream completion

## Tests
- `go test -vet=off -run TestReplicate -count=1
./internal/entity/models`
- `go test -vet=off -count=1 ./internal/entity/models`

Refs #14736
2026-05-19 11:10:36 +08:00

112 lines
3.6 KiB
Go

//
// 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 (
"strings"
)
// ModelFactory creates ModelDriver instances based on provider name
type ModelFactory struct {
}
// NewModelFactory creates a new ModelFactory
func NewModelFactory() *ModelFactory {
return &ModelFactory{}
}
// CreateModelDriver creates a ModelDriver for the given provider and model
func (f *ModelFactory) CreateModelDriver(providerName string, baseURL map[string]string, urlSuffix URLSuffix) (ModelDriver, error) {
providerLower := strings.ToLower(providerName)
switch providerLower {
case "anthropic":
return NewAnthropicModel(baseURL, urlSuffix), nil
case "zhipu-ai":
return NewZhipuAIModel(baseURL, urlSuffix), nil
case "deepseek":
return NewDeepSeekModel(baseURL, urlSuffix), nil
case "moonshot":
return NewMoonshotModel(baseURL, urlSuffix), nil
case "minimax":
return NewMinimaxModel(baseURL, urlSuffix), nil
case "gitee":
return NewGiteeModel(baseURL, urlSuffix), nil
case "siliconflow":
return NewSiliconflowModel(baseURL, urlSuffix), nil
case "google":
return NewGoogleModel(baseURL, urlSuffix), nil
case "aliyun":
return NewAliyunModel(baseURL, urlSuffix), nil
case "volcengine":
return NewVolcEngine(baseURL, urlSuffix), nil
case "vllm":
return NewVllmModel(baseURL, urlSuffix), nil
case "xai":
return NewXAIModel(baseURL, urlSuffix), nil
case "lmstudio":
return NewLmStudioModel(baseURL, urlSuffix), nil
case "ollama":
return NewOllamaModel(baseURL, urlSuffix), nil
case "openai":
return NewOpenAIModel(baseURL, urlSuffix), nil
case "nvidia":
return NewNvidiaModel(baseURL, urlSuffix), nil
case "openrouter":
return NewOpenRouterModel(baseURL, urlSuffix), nil
case "huggingface":
return NewHuggingFaceModel(baseURL, urlSuffix), nil
case "baidu":
return NewBaiduModel(baseURL, urlSuffix), nil
case "cohere":
return NewCoHereModel(baseURL, urlSuffix), nil
case "cometapi":
return NewCometAPIModel(baseURL, urlSuffix), nil
case "fishaudio":
return NewFishAudioModel(baseURL, urlSuffix), nil
case "mistral":
return NewMistralModel(baseURL, urlSuffix), nil
case "upstage":
return NewUpstageModel(baseURL, urlSuffix), nil
case "stepfun":
return NewStepFunModel(baseURL, urlSuffix), nil
case "baichuan":
return NewBaichuanModel(baseURL, urlSuffix), nil
case "jina":
return NewJinaModel(baseURL, urlSuffix), nil
case "localai":
return NewLocalAIModel(baseURL, urlSuffix), nil
case "longcat":
return NewLongCatModel(baseURL, urlSuffix), nil
case "novita":
return NewNovitaModel(baseURL, urlSuffix), nil
case "replicate":
return NewReplicateModel(baseURL, urlSuffix), nil
case "voyage":
return NewVoyageModel(baseURL, urlSuffix), nil
case "paddleocr":
return NewPaddleOCRModel(baseURL, urlSuffix), nil
case "xunfei":
return NewXunFeiModel(baseURL, urlSuffix), nil
case "deepinfra":
return NewDeepInfraModel(baseURL, urlSuffix), nil
case "mineru":
return NewMinerUModel(baseURL, urlSuffix), nil
default:
return NewDummyModel(baseURL, urlSuffix), nil
}
}