mirror of
https://github.com/langgenius/dify.git
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623 lines
27 KiB
Python
623 lines
27 KiB
Python
import json
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from flask import current_app, request
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from flask_login import UserMixin
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from sqlalchemy.dialects.postgresql import UUID
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from libs.helper import generate_string
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from extensions.ext_database import db
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from .account import Account, Tenant
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class DifySetup(db.Model):
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__tablename__ = 'dify_setups'
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__table_args__ = (
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db.PrimaryKeyConstraint('version', name='dify_setup_pkey'),
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)
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version = db.Column(db.String(255), nullable=False)
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setup_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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class App(db.Model):
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__tablename__ = 'apps'
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__table_args__ = (
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db.PrimaryKeyConstraint('id', name='app_pkey'),
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db.Index('app_tenant_id_idx', 'tenant_id')
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)
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id = db.Column(UUID, server_default=db.text('uuid_generate_v4()'))
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tenant_id = db.Column(UUID, nullable=False)
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name = db.Column(db.String(255), nullable=False)
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mode = db.Column(db.String(255), nullable=False)
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icon = db.Column(db.String(255))
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icon_background = db.Column(db.String(255))
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app_model_config_id = db.Column(UUID, nullable=True)
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status = db.Column(db.String(255), nullable=False, server_default=db.text("'normal'::character varying"))
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enable_site = db.Column(db.Boolean, nullable=False)
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enable_api = db.Column(db.Boolean, nullable=False)
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api_rpm = db.Column(db.Integer, nullable=False)
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api_rph = db.Column(db.Integer, nullable=False)
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is_demo = db.Column(db.Boolean, nullable=False, server_default=db.text('false'))
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is_public = db.Column(db.Boolean, nullable=False, server_default=db.text('false'))
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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@property
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def site(self):
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site = db.session.query(Site).filter(Site.app_id == self.id).first()
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return site
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@property
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def app_model_config(self):
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app_model_config = db.session.query(AppModelConfig).filter(
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AppModelConfig.id == self.app_model_config_id).first()
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return app_model_config
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@property
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def api_base_url(self):
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return (current_app.config['API_URL'] if current_app.config['API_URL'] else request.host_url.rstrip('/')) + '/v1'
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@property
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def tenant(self):
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tenant = db.session.query(Tenant).filter(Tenant.id == self.tenant_id).first()
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return tenant
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class AppModelConfig(db.Model):
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__tablename__ = 'app_model_configs'
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__table_args__ = (
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db.PrimaryKeyConstraint('id', name='app_model_config_pkey'),
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db.Index('app_app_id_idx', 'app_id')
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)
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id = db.Column(UUID, server_default=db.text('uuid_generate_v4()'))
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app_id = db.Column(UUID, nullable=False)
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provider = db.Column(db.String(255), nullable=False)
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model_id = db.Column(db.String(255), nullable=False)
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configs = db.Column(db.JSON, nullable=False)
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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opening_statement = db.Column(db.Text)
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suggested_questions = db.Column(db.Text)
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suggested_questions_after_answer = db.Column(db.Text)
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more_like_this = db.Column(db.Text)
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model = db.Column(db.Text)
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user_input_form = db.Column(db.Text)
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pre_prompt = db.Column(db.Text)
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agent_mode = db.Column(db.Text)
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@property
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def app(self):
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app = db.session.query(App).filter(App.id == self.app_id).first()
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return app
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@property
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def model_dict(self) -> dict:
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return json.loads(self.model) if self.model else None
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@property
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def suggested_questions_list(self) -> list:
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return json.loads(self.suggested_questions) if self.suggested_questions else []
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@property
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def suggested_questions_after_answer_dict(self) -> dict:
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return json.loads(self.suggested_questions_after_answer) if self.suggested_questions_after_answer \
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else {"enabled": False}
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@property
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def more_like_this_dict(self) -> dict:
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return json.loads(self.more_like_this) if self.more_like_this else {"enabled": False}
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@property
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def user_input_form_list(self) -> dict:
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return json.loads(self.user_input_form) if self.user_input_form else []
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@property
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def agent_mode_dict(self) -> dict:
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return json.loads(self.agent_mode) if self.agent_mode else {"enabled": False, "tools": []}
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class RecommendedApp(db.Model):
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__tablename__ = 'recommended_apps'
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__table_args__ = (
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db.PrimaryKeyConstraint('id', name='recommended_app_pkey'),
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db.Index('recommended_app_app_id_idx', 'app_id'),
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db.Index('recommended_app_is_listed_idx', 'is_listed')
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)
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id = db.Column(UUID, primary_key=True, server_default=db.text('uuid_generate_v4()'))
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app_id = db.Column(UUID, nullable=False)
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description = db.Column(db.JSON, nullable=False)
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copyright = db.Column(db.String(255), nullable=False)
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privacy_policy = db.Column(db.String(255), nullable=False)
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category = db.Column(db.String(255), nullable=False)
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position = db.Column(db.Integer, nullable=False, default=0)
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is_listed = db.Column(db.Boolean, nullable=False, default=True)
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install_count = db.Column(db.Integer, nullable=False, default=0)
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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@property
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def app(self):
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app = db.session.query(App).filter(App.id == self.app_id).first()
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return app
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# def set_description(self, lang, desc):
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# if self.description is None:
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# self.description = {}
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# self.description[lang] = desc
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def get_description(self, lang):
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if self.description and lang in self.description:
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return self.description[lang]
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else:
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return self.description.get('en')
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class InstalledApp(db.Model):
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__tablename__ = 'installed_apps'
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__table_args__ = (
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db.PrimaryKeyConstraint('id', name='installed_app_pkey'),
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db.Index('installed_app_tenant_id_idx', 'tenant_id'),
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db.Index('installed_app_app_id_idx', 'app_id'),
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db.UniqueConstraint('tenant_id', 'app_id', name='unique_tenant_app')
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)
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id = db.Column(UUID, server_default=db.text('uuid_generate_v4()'))
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tenant_id = db.Column(UUID, nullable=False)
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app_id = db.Column(UUID, nullable=False)
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app_owner_tenant_id = db.Column(UUID, nullable=False)
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position = db.Column(db.Integer, nullable=False, default=0)
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is_pinned = db.Column(db.Boolean, nullable=False, server_default=db.text('false'))
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last_used_at = db.Column(db.DateTime, nullable=True)
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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@property
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def app(self):
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app = db.session.query(App).filter(App.id == self.app_id).first()
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return app
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@property
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def tenant(self):
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tenant = db.session.query(Tenant).filter(Tenant.id == self.tenant_id).first()
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return tenant
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class Conversation(db.Model):
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__tablename__ = 'conversations'
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__table_args__ = (
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db.PrimaryKeyConstraint('id', name='conversation_pkey'),
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db.Index('conversation_app_from_user_idx', 'app_id', 'from_source', 'from_end_user_id')
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)
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id = db.Column(UUID, server_default=db.text('uuid_generate_v4()'))
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app_id = db.Column(UUID, nullable=False)
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app_model_config_id = db.Column(UUID, nullable=False)
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model_provider = db.Column(db.String(255), nullable=False)
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override_model_configs = db.Column(db.Text)
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model_id = db.Column(db.String(255), nullable=False)
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mode = db.Column(db.String(255), nullable=False)
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name = db.Column(db.String(255), nullable=False)
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summary = db.Column(db.Text)
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inputs = db.Column(db.JSON)
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introduction = db.Column(db.Text)
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system_instruction = db.Column(db.Text)
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system_instruction_tokens = db.Column(db.Integer, nullable=False, server_default=db.text('0'))
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status = db.Column(db.String(255), nullable=False)
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from_source = db.Column(db.String(255), nullable=False)
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from_end_user_id = db.Column(UUID)
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from_account_id = db.Column(UUID)
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read_at = db.Column(db.DateTime)
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read_account_id = db.Column(UUID)
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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messages = db.relationship("Message", backref="conversation", lazy='select', passive_deletes="all")
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message_annotations = db.relationship("MessageAnnotation", backref="conversation", lazy='select', passive_deletes="all")
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@property
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def model_config(self):
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model_config = {}
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if self.override_model_configs:
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override_model_configs = json.loads(self.override_model_configs)
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if 'model' in override_model_configs:
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model_config['model'] = override_model_configs['model']
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model_config['pre_prompt'] = override_model_configs['pre_prompt']
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model_config['agent_mode'] = override_model_configs['agent_mode']
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model_config['opening_statement'] = override_model_configs['opening_statement']
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model_config['suggested_questions'] = override_model_configs['suggested_questions']
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model_config['suggested_questions_after_answer'] = override_model_configs[
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'suggested_questions_after_answer'] \
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if 'suggested_questions_after_answer' in override_model_configs else {"enabled": False}
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model_config['more_like_this'] = override_model_configs['more_like_this'] \
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if 'more_like_this' in override_model_configs else {"enabled": False}
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model_config['user_input_form'] = override_model_configs['user_input_form']
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else:
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model_config['configs'] = override_model_configs
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else:
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app_model_config = db.session.query(AppModelConfig).filter(
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AppModelConfig.id == self.app_model_config_id).first()
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model_config['configs'] = app_model_config.configs
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model_config['model'] = app_model_config.model_dict
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model_config['pre_prompt'] = app_model_config.pre_prompt
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model_config['agent_mode'] = app_model_config.agent_mode_dict
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model_config['opening_statement'] = app_model_config.opening_statement
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model_config['suggested_questions'] = app_model_config.suggested_questions_list
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model_config['suggested_questions_after_answer'] = app_model_config.suggested_questions_after_answer_dict
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model_config['more_like_this'] = app_model_config.more_like_this_dict
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model_config['user_input_form'] = app_model_config.user_input_form_list
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model_config['model_id'] = self.model_id
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model_config['provider'] = self.model_provider
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return model_config
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@property
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def summary_or_query(self):
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if self.summary:
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return self.summary
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else:
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first_message = self.first_message
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if first_message:
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return first_message.query
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else:
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return ''
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@property
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def annotated(self):
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return db.session.query(MessageAnnotation).filter(MessageAnnotation.conversation_id == self.id).count() > 0
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@property
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def annotation(self):
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return db.session.query(MessageAnnotation).filter(MessageAnnotation.conversation_id == self.id).first()
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@property
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def message_count(self):
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return db.session.query(Message).filter(Message.conversation_id == self.id).count()
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@property
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def user_feedback_stats(self):
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like = db.session.query(MessageFeedback) \
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.filter(MessageFeedback.conversation_id == self.id,
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MessageFeedback.from_source == 'user',
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MessageFeedback.rating == 'like').count()
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dislike = db.session.query(MessageFeedback) \
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.filter(MessageFeedback.conversation_id == self.id,
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MessageFeedback.from_source == 'user',
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MessageFeedback.rating == 'dislike').count()
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return {'like': like, 'dislike': dislike}
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@property
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def admin_feedback_stats(self):
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like = db.session.query(MessageFeedback) \
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.filter(MessageFeedback.conversation_id == self.id,
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MessageFeedback.from_source == 'admin',
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MessageFeedback.rating == 'like').count()
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dislike = db.session.query(MessageFeedback) \
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.filter(MessageFeedback.conversation_id == self.id,
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MessageFeedback.from_source == 'admin',
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MessageFeedback.rating == 'dislike').count()
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return {'like': like, 'dislike': dislike}
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@property
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def first_message(self):
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return db.session.query(Message).filter(Message.conversation_id == self.id).first()
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@property
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def app(self):
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return db.session.query(App).filter(App.id == self.app_id).first()
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class Message(db.Model):
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__tablename__ = 'messages'
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__table_args__ = (
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db.PrimaryKeyConstraint('id', name='message_pkey'),
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db.Index('message_app_id_idx', 'app_id', 'created_at'),
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db.Index('message_conversation_id_idx', 'conversation_id'),
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db.Index('message_end_user_idx', 'app_id', 'from_source', 'from_end_user_id'),
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db.Index('message_account_idx', 'app_id', 'from_source', 'from_account_id'),
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)
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id = db.Column(UUID, server_default=db.text('uuid_generate_v4()'))
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app_id = db.Column(UUID, nullable=False)
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model_provider = db.Column(db.String(255), nullable=False)
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model_id = db.Column(db.String(255), nullable=False)
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override_model_configs = db.Column(db.Text)
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conversation_id = db.Column(UUID, db.ForeignKey('conversations.id'), nullable=False)
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inputs = db.Column(db.JSON)
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query = db.Column(db.Text, nullable=False)
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message = db.Column(db.JSON, nullable=False)
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message_tokens = db.Column(db.Integer, nullable=False, server_default=db.text('0'))
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message_unit_price = db.Column(db.Numeric(10, 4), nullable=False)
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answer = db.Column(db.Text, nullable=False)
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answer_tokens = db.Column(db.Integer, nullable=False, server_default=db.text('0'))
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answer_unit_price = db.Column(db.Numeric(10, 4), nullable=False)
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provider_response_latency = db.Column(db.Float, nullable=False, server_default=db.text('0'))
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total_price = db.Column(db.Numeric(10, 7))
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currency = db.Column(db.String(255), nullable=False)
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from_source = db.Column(db.String(255), nullable=False)
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from_end_user_id = db.Column(UUID)
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from_account_id = db.Column(UUID)
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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agent_based = db.Column(db.Boolean, nullable=False, server_default=db.text('false'))
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@property
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def user_feedback(self):
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feedback = db.session.query(MessageFeedback).filter(MessageFeedback.message_id == self.id,
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MessageFeedback.from_source == 'user').first()
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return feedback
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@property
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def admin_feedback(self):
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feedback = db.session.query(MessageFeedback).filter(MessageFeedback.message_id == self.id,
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MessageFeedback.from_source == 'admin').first()
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return feedback
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@property
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def feedbacks(self):
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feedbacks = db.session.query(MessageFeedback).filter(MessageFeedback.message_id == self.id).all()
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return feedbacks
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@property
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def annotation(self):
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annotation = db.session.query(MessageAnnotation).filter(MessageAnnotation.message_id == self.id).first()
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return annotation
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@property
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def app_model_config(self):
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conversation = db.session.query(Conversation).filter(Conversation.id == self.conversation_id).first()
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if conversation:
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return db.session.query(AppModelConfig).filter(
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AppModelConfig.id == conversation.app_model_config_id).first()
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return None
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class MessageFeedback(db.Model):
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__tablename__ = 'message_feedbacks'
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__table_args__ = (
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db.PrimaryKeyConstraint('id', name='message_feedback_pkey'),
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db.Index('message_feedback_app_idx', 'app_id'),
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db.Index('message_feedback_message_idx', 'message_id', 'from_source'),
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db.Index('message_feedback_conversation_idx', 'conversation_id', 'from_source', 'rating')
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)
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id = db.Column(UUID, server_default=db.text('uuid_generate_v4()'))
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app_id = db.Column(UUID, nullable=False)
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conversation_id = db.Column(UUID, nullable=False)
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message_id = db.Column(UUID, nullable=False)
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rating = db.Column(db.String(255), nullable=False)
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content = db.Column(db.Text)
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from_source = db.Column(db.String(255), nullable=False)
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from_end_user_id = db.Column(UUID)
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from_account_id = db.Column(UUID)
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created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
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@property
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def from_account(self):
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account = db.session.query(Account).filter(Account.id == self.from_account_id).first()
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return account
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class MessageAnnotation(db.Model):
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__tablename__ = 'message_annotations'
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__table_args__ = (
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db.PrimaryKeyConstraint('id', name='message_annotation_pkey'),
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db.Index('message_annotation_app_idx', 'app_id'),
|
|
db.Index('message_annotation_conversation_idx', 'conversation_id'),
|
|
db.Index('message_annotation_message_idx', 'message_id')
|
|
)
|
|
|
|
id = db.Column(UUID, server_default=db.text('uuid_generate_v4()'))
|
|
app_id = db.Column(UUID, nullable=False)
|
|
conversation_id = db.Column(UUID, db.ForeignKey('conversations.id'), nullable=False)
|
|
message_id = db.Column(UUID, nullable=False)
|
|
content = db.Column(db.Text, nullable=False)
|
|
account_id = db.Column(UUID, nullable=False)
|
|
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
|
|
updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
|
|
|
|
@property
|
|
def account(self):
|
|
account = db.session.query(Account).filter(Account.id == self.account_id).first()
|
|
return account
|
|
|
|
|
|
class OperationLog(db.Model):
|
|
__tablename__ = 'operation_logs'
|
|
__table_args__ = (
|
|
db.PrimaryKeyConstraint('id', name='operation_log_pkey'),
|
|
db.Index('operation_log_account_action_idx', 'tenant_id', 'account_id', 'action')
|
|
)
|
|
|
|
id = db.Column(UUID, server_default=db.text('uuid_generate_v4()'))
|
|
tenant_id = db.Column(UUID, nullable=False)
|
|
account_id = db.Column(UUID, nullable=False)
|
|
action = db.Column(db.String(255), nullable=False)
|
|
content = db.Column(db.JSON)
|
|
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
|
|
created_ip = db.Column(db.String(255), nullable=False)
|
|
updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
|
|
|
|
|
|
class EndUser(UserMixin, db.Model):
|
|
__tablename__ = 'end_users'
|
|
__table_args__ = (
|
|
db.PrimaryKeyConstraint('id', name='end_user_pkey'),
|
|
db.Index('end_user_session_id_idx', 'session_id', 'type'),
|
|
db.Index('end_user_tenant_session_id_idx', 'tenant_id', 'session_id', 'type'),
|
|
)
|
|
|
|
id = db.Column(UUID, server_default=db.text('uuid_generate_v4()'))
|
|
tenant_id = db.Column(UUID, nullable=False)
|
|
app_id = db.Column(UUID, nullable=True)
|
|
type = db.Column(db.String(255), nullable=False)
|
|
external_user_id = db.Column(db.String(255), nullable=True)
|
|
name = db.Column(db.String(255))
|
|
is_anonymous = db.Column(db.Boolean, nullable=False, server_default=db.text('true'))
|
|
session_id = db.Column(db.String(255), nullable=False)
|
|
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
|
|
updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
|
|
|
|
|
|
class Site(db.Model):
|
|
__tablename__ = 'sites'
|
|
__table_args__ = (
|
|
db.PrimaryKeyConstraint('id', name='site_pkey'),
|
|
db.Index('site_app_id_idx', 'app_id'),
|
|
db.Index('site_code_idx', 'code', 'status')
|
|
)
|
|
|
|
id = db.Column(UUID, server_default=db.text('uuid_generate_v4()'))
|
|
app_id = db.Column(UUID, nullable=False)
|
|
title = db.Column(db.String(255), nullable=False)
|
|
icon = db.Column(db.String(255))
|
|
icon_background = db.Column(db.String(255))
|
|
description = db.Column(db.String(255))
|
|
default_language = db.Column(db.String(255), nullable=False)
|
|
copyright = db.Column(db.String(255))
|
|
privacy_policy = db.Column(db.String(255))
|
|
customize_domain = db.Column(db.String(255))
|
|
customize_token_strategy = db.Column(db.String(255), nullable=False)
|
|
prompt_public = db.Column(db.Boolean, nullable=False, server_default=db.text('false'))
|
|
status = db.Column(db.String(255), nullable=False, server_default=db.text("'normal'::character varying"))
|
|
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
|
|
updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
|
|
code = db.Column(db.String(255))
|
|
|
|
@staticmethod
|
|
def generate_code(n):
|
|
while True:
|
|
result = generate_string(n)
|
|
while db.session.query(Site).filter(Site.code == result).count() > 0:
|
|
result = generate_string(n)
|
|
|
|
return result
|
|
|
|
@property
|
|
def app_base_url(self):
|
|
return (current_app.config['APP_URL'] if current_app.config['APP_URL'] else request.host_url.rstrip('/'))
|
|
|
|
|
|
class ApiToken(db.Model):
|
|
__tablename__ = 'api_tokens'
|
|
__table_args__ = (
|
|
db.PrimaryKeyConstraint('id', name='api_token_pkey'),
|
|
db.Index('api_token_app_id_type_idx', 'app_id', 'type'),
|
|
db.Index('api_token_token_idx', 'token', 'type')
|
|
)
|
|
|
|
id = db.Column(UUID, server_default=db.text('uuid_generate_v4()'))
|
|
app_id = db.Column(UUID, nullable=True)
|
|
dataset_id = db.Column(UUID, nullable=True)
|
|
type = db.Column(db.String(16), nullable=False)
|
|
token = db.Column(db.String(255), nullable=False)
|
|
last_used_at = db.Column(db.DateTime, nullable=True)
|
|
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
|
|
|
|
@staticmethod
|
|
def generate_api_key(prefix, n):
|
|
while True:
|
|
result = prefix + generate_string(n)
|
|
while db.session.query(ApiToken).filter(ApiToken.token == result).count() > 0:
|
|
result = prefix + generate_string(n)
|
|
|
|
return result
|
|
|
|
|
|
class UploadFile(db.Model):
|
|
__tablename__ = 'upload_files'
|
|
__table_args__ = (
|
|
db.PrimaryKeyConstraint('id', name='upload_file_pkey'),
|
|
db.Index('upload_file_tenant_idx', 'tenant_id')
|
|
)
|
|
|
|
id = db.Column(UUID, server_default=db.text('uuid_generate_v4()'))
|
|
tenant_id = db.Column(UUID, nullable=False)
|
|
storage_type = db.Column(db.String(255), nullable=False)
|
|
key = db.Column(db.String(255), nullable=False)
|
|
name = db.Column(db.String(255), nullable=False)
|
|
size = db.Column(db.Integer, nullable=False)
|
|
extension = db.Column(db.String(255), nullable=False)
|
|
mime_type = db.Column(db.String(255), nullable=True)
|
|
created_by = db.Column(UUID, nullable=False)
|
|
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
|
|
used = db.Column(db.Boolean, nullable=False, server_default=db.text('false'))
|
|
used_by = db.Column(UUID, nullable=True)
|
|
used_at = db.Column(db.DateTime, nullable=True)
|
|
hash = db.Column(db.String(255), nullable=True)
|
|
|
|
|
|
class ApiRequest(db.Model):
|
|
__tablename__ = 'api_requests'
|
|
__table_args__ = (
|
|
db.PrimaryKeyConstraint('id', name='api_request_pkey'),
|
|
db.Index('api_request_token_idx', 'tenant_id', 'api_token_id')
|
|
)
|
|
|
|
id = db.Column(UUID, nullable=False, server_default=db.text('uuid_generate_v4()'))
|
|
tenant_id = db.Column(UUID, nullable=False)
|
|
api_token_id = db.Column(UUID, nullable=False)
|
|
path = db.Column(db.String(255), nullable=False)
|
|
request = db.Column(db.Text, nullable=True)
|
|
response = db.Column(db.Text, nullable=True)
|
|
ip = db.Column(db.String(255), nullable=False)
|
|
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text('CURRENT_TIMESTAMP(0)'))
|
|
|
|
|
|
class MessageChain(db.Model):
|
|
__tablename__ = 'message_chains'
|
|
__table_args__ = (
|
|
db.PrimaryKeyConstraint('id', name='message_chain_pkey'),
|
|
db.Index('message_chain_message_id_idx', 'message_id')
|
|
)
|
|
|
|
id = db.Column(UUID, nullable=False, server_default=db.text('uuid_generate_v4()'))
|
|
message_id = db.Column(UUID, nullable=False)
|
|
type = db.Column(db.String(255), nullable=False)
|
|
input = db.Column(db.Text, nullable=True)
|
|
output = db.Column(db.Text, nullable=True)
|
|
created_at = db.Column(db.DateTime, nullable=False, server_default=db.func.current_timestamp())
|
|
|
|
|
|
class MessageAgentThought(db.Model):
|
|
__tablename__ = 'message_agent_thoughts'
|
|
__table_args__ = (
|
|
db.PrimaryKeyConstraint('id', name='message_agent_thought_pkey'),
|
|
db.Index('message_agent_thought_message_id_idx', 'message_id'),
|
|
db.Index('message_agent_thought_message_chain_id_idx', 'message_chain_id'),
|
|
)
|
|
|
|
id = db.Column(UUID, nullable=False, server_default=db.text('uuid_generate_v4()'))
|
|
message_id = db.Column(UUID, nullable=False)
|
|
message_chain_id = db.Column(UUID, nullable=False)
|
|
position = db.Column(db.Integer, nullable=False)
|
|
thought = db.Column(db.Text, nullable=True)
|
|
tool = db.Column(db.Text, nullable=True)
|
|
tool_input = db.Column(db.Text, nullable=True)
|
|
observation = db.Column(db.Text, nullable=True)
|
|
# plugin_id = db.Column(UUID, nullable=True) ## for future design
|
|
tool_process_data = db.Column(db.Text, nullable=True)
|
|
message = db.Column(db.Text, nullable=True)
|
|
message_token = db.Column(db.Integer, nullable=True)
|
|
message_unit_price = db.Column(db.Numeric, nullable=True)
|
|
answer = db.Column(db.Text, nullable=True)
|
|
answer_token = db.Column(db.Integer, nullable=True)
|
|
answer_unit_price = db.Column(db.Numeric, nullable=True)
|
|
tokens = db.Column(db.Integer, nullable=True)
|
|
total_price = db.Column(db.Numeric, nullable=True)
|
|
currency = db.Column(db.String, nullable=True)
|
|
latency = db.Column(db.Float, nullable=True)
|
|
created_by_role = db.Column(db.String, nullable=False)
|
|
created_by = db.Column(UUID, nullable=False)
|
|
created_at = db.Column(db.DateTime, nullable=False, server_default=db.func.current_timestamp())
|