1720ddfa11
- Add additional configuration options to agent (temperature and model choice) - Define new PROOFREADING Agents and Tasks
181 lines
8.2 KiB
Python
181 lines
8.2 KiB
Python
from flask import session
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from flask_wtf import FlaskForm
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from wtforms import (StringField, BooleanField, SelectField, TextAreaField)
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from wtforms.fields.datetime import DateField
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from wtforms.fields.numeric import IntegerField, FloatField
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from wtforms.validators import DataRequired, Length, Optional, NumberRange
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from wtforms_sqlalchemy.fields import QuerySelectMultipleField
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from common.models.document import Retriever
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from common.models.interaction import EveAITool, Specialist
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from common.models.user import TenantMake
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from common.extensions import cache_manager
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from common.utils.form_assistants import validate_json
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from .dynamic_form_base import DynamicFormBase
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def get_retrievers():
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return Retriever.query.all()
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def get_tools():
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return EveAITool.query.all()
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class SpecialistForm(FlaskForm):
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name = StringField('Name', validators=[DataRequired(), Length(max=50)])
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description = TextAreaField('Description', validators=[Optional()])
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retrievers = QuerySelectMultipleField(
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'Retrievers',
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query_factory=get_retrievers,
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get_label='name', # Assuming your Retriever model has a 'name' field
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allow_blank=True,
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description='Select one or more retrievers to associate with this specialist'
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)
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type = SelectField('Specialist Type', validators=[DataRequired()])
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active = BooleanField('Active', validators=[Optional()], default=True)
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tuning = BooleanField('Enable Specialist Tuning', default=False)
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def __init__(self, *args, **kwargs):
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super().__init__(*args, **kwargs)
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types_dict = cache_manager.specialists_types_cache.get_types()
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# Dynamically populate the 'type' field using the constructor
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self.type.choices = [(key, value['name']) for key, value in types_dict.items()]
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class EditSpecialistForm(DynamicFormBase):
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name = StringField('Name', validators=[DataRequired()])
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description = TextAreaField('Description', validators=[Optional()])
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active = BooleanField('Active', validators=[Optional()], default=True)
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retrievers = QuerySelectMultipleField(
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'Retrievers',
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query_factory=get_retrievers,
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get_label='name',
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allow_blank=True,
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description='Select one or more retrievers to associate with this specialist'
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)
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type = StringField('Specialist Type', validators=[DataRequired()], render_kw={'readonly': True})
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type_version = StringField('Type Version', validators=[DataRequired()], render_kw={'readonly': True})
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tuning = BooleanField('Enable Specialist Tuning', default=False)
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class BaseComponentForm(DynamicFormBase):
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"""Base form for all processing components"""
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name = StringField('Name', validators=[DataRequired(), Length(max=50)])
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description = TextAreaField('Description', validators=[Optional()])
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type = SelectField('Type', validators=[DataRequired()])
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tuning = BooleanField('Enable Tuning', default=False)
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def __init__(self, *args, type_config=None, **kwargs):
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super().__init__(*args, **kwargs)
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if type_config:
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self.type.choices = [(key, value['name']) for key, value in type_config.items()]
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# Edit forms that support dynamic fields
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class BaseEditComponentForm(DynamicFormBase):
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name = StringField('Name', validators=[DataRequired()])
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description = TextAreaField('Description', validators=[Optional()])
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type = StringField('Type', validators=[DataRequired()], render_kw={'readonly': True})
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type_version = StringField('Type Version', validators=[DataRequired()], render_kw={'readonly': True})
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tuning = BooleanField('Enable Tuning', default=False)
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class EditEveAIAgentForm(BaseEditComponentForm):
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role = TextAreaField('Role', validators=[Optional()])
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goal = TextAreaField('Goal', validators=[Optional()])
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backstory = TextAreaField('Backstory', validators=[Optional()])
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temperature = FloatField('Temperature', validators=[Optional(), NumberRange(min=0, max=1)])
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llm_model = SelectField('LLM Model', validators=[Optional()])
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def __init__(self, *args, **kwargs):
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super().__init__(*args, **kwargs)
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agent_config = cache_manager.agents_config_cache.get_config(self.type, self.type_version)
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if agent_config.get('allowed_models', None):
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self.llm_model.choices = agent_config.allowed_models
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else:
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self.llm_model.choices = agent_config.get('full_model_name', 'mistral.mistral-medium-latest')
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class EditEveAITaskForm(BaseEditComponentForm):
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task_description = StringField('Task Description', validators=[Optional()])
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expected_outcome = StringField('Expected Outcome', validators=[Optional()])
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class EditEveAIToolForm(BaseEditComponentForm):
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pass
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class ExecuteSpecialistForm(DynamicFormBase):
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id = IntegerField('Specialist ID', validators=[DataRequired()], render_kw={'readonly': True})
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name = StringField('Specialist Name', validators=[DataRequired()], render_kw={'readonly': True})
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description = TextAreaField('Specialist Description', validators=[Optional()], render_kw={'readonly': True})
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class SpecialistMagicLinkForm(FlaskForm):
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name = StringField('Name', validators=[DataRequired(), Length(max=50)])
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description = TextAreaField('Description', validators=[Optional()])
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magic_link_code = StringField('Magic Link Code', validators=[DataRequired(), Length(max=55)], render_kw={'readonly': True})
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specialist_id = SelectField('Specialist', validators=[DataRequired()])
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valid_from = DateField('Valid From', id='form-control datepicker', validators=[Optional()])
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valid_to = DateField('Valid To', id='form-control datepicker', validators=[Optional()])
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# Metadata fields
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user_metadata = TextAreaField('User Metadata', validators=[Optional(), validate_json])
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system_metadata = TextAreaField('System Metadata', validators=[Optional(), validate_json])
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def __init__(self, *args, **kwargs):
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super().__init__(*args, **kwargs)
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specialists = Specialist.query.all()
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# Dynamically populate the specialist field
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self.specialist_id.choices = [(specialist.id, specialist.name) for specialist in specialists]
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class EditSpecialistMagicLinkForm(DynamicFormBase):
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name = StringField('Name', validators=[DataRequired(), Length(max=50)])
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description = TextAreaField('Description', validators=[Optional()])
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magic_link_code = StringField('Magic Link Code', validators=[DataRequired(), Length(max=55)],
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render_kw={'readonly': True})
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specialist_id = IntegerField('Specialist', validators=[DataRequired()], render_kw={'readonly': True})
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specialist_name = StringField('Specialist Name', validators=[DataRequired()], render_kw={'readonly': True})
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tenant_make_id = SelectField('Tenant Make', validators=[Optional()], coerce=int)
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valid_from = DateField('Valid From', id='form-control datepicker', validators=[Optional()])
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valid_to = DateField('Valid To', id='form-control datepicker', validators=[Optional()])
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# Metadata fields
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user_metadata = TextAreaField('User Metadata', validators=[Optional(), validate_json])
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system_metadata = TextAreaField('System Metadata', validators=[Optional(), validate_json])
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def __init__(self, *args, **kwargs):
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super().__init__(*args, **kwargs)
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specialist = Specialist.query.get(kwargs['specialist_id'])
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if specialist:
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self.specialist_name.data = specialist.name
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else:
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self.specialist_name.data = ''
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# Dynamically populate the tenant_make field with None as first option
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tenant_id = session.get('tenant').get('id')
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tenant_makes = TenantMake.query.filter_by(tenant_id=tenant_id).all()
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self.tenant_make_id.choices = [(0, 'None')] + [(make.id, make.name) for make in tenant_makes]
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class ViewSpecialistMagicLinkURLsForm(FlaskForm):
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name = StringField('Name', validators=[DataRequired(), Length(max=50)])
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description = TextAreaField('Description', validators=[Optional()])
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magic_link_code = StringField('Magic Link Code', validators=[DataRequired(), Length(max=55)], render_kw={'readonly': True})
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chat_client_url = StringField('Chat Client URL', validators=[Optional()], render_kw={'readonly': True})
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qr_code_url = StringField('QR Code', validators=[Optional()], render_kw={'readonly': True})
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