import os from flask_login import current_user from flask_restful import Resource, reqparse from controllers.console import api from controllers.console.app.error import ( CompletionRequestError, ProviderModelCurrentlyNotSupportError, ProviderNotInitializeError, ProviderQuotaExceededError, ) from controllers.console.wraps import account_initialization_required, setup_required from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotInitError, QuotaExceededError from core.llm_generator.llm_generator import LLMGenerator from core.model_runtime.errors.invoke import InvokeError from libs.login import login_required class RuleGenerateApi(Resource): @setup_required @login_required @account_initialization_required def post(self): parser = reqparse.RequestParser() parser.add_argument("instruction", type=str, required=True, nullable=False, location="json") parser.add_argument("model_config", type=dict, required=True, nullable=False, location="json") parser.add_argument("no_variable", type=bool, required=True, default=False, location="json") args = parser.parse_args() account = current_user PROMPT_GENERATION_MAX_TOKENS = int(os.getenv("PROMPT_GENERATION_MAX_TOKENS", "512")) try: rules = LLMGenerator.generate_rule_config( tenant_id=account.current_tenant_id, instruction=args["instruction"], model_config=args["model_config"], no_variable=args["no_variable"], rule_config_max_tokens=PROMPT_GENERATION_MAX_TOKENS, ) except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) except QuotaExceededError: raise ProviderQuotaExceededError() except ModelCurrentlyNotSupportError: raise ProviderModelCurrentlyNotSupportError() except InvokeError as e: raise CompletionRequestError(e.description) return rules class RuleCodeGenerateApi(Resource): @setup_required @login_required @account_initialization_required def post(self): parser = reqparse.RequestParser() parser.add_argument("instruction", type=str, required=True, nullable=False, location="json") parser.add_argument("model_config", type=dict, required=True, nullable=False, location="json") parser.add_argument("no_variable", type=bool, required=True, default=False, location="json") parser.add_argument("code_language", type=str, required=False, default="javascript", location="json") args = parser.parse_args() account = current_user CODE_GENERATION_MAX_TOKENS = int(os.getenv("CODE_GENERATION_MAX_TOKENS", "1024")) try: code_result = LLMGenerator.generate_code( tenant_id=account.current_tenant_id, instruction=args["instruction"], model_config=args["model_config"], code_language=args["code_language"], max_tokens=CODE_GENERATION_MAX_TOKENS, ) except ProviderTokenNotInitError as ex: raise ProviderNotInitializeError(ex.description) except QuotaExceededError: raise ProviderQuotaExceededError() except ModelCurrentlyNotSupportError: raise ProviderModelCurrentlyNotSupportError() except InvokeError as e: raise CompletionRequestError(e.description) return code_result api.add_resource(RuleGenerateApi, "/rule-generate") api.add_resource(RuleCodeGenerateApi, "/rule-code-generate")