939 lines
37 KiB
Python
939 lines
37 KiB
Python
import httpx
|
|
from django.conf import settings
|
|
from django.db import transaction
|
|
from django.db.models import Q
|
|
from django.utils import timezone
|
|
from rest_framework.decorators import action
|
|
from rest_framework.exceptions import NotFound, PermissionDenied, ValidationError
|
|
from rest_framework.permissions import IsAuthenticated
|
|
from rest_framework.response import Response
|
|
from rest_framework.status import HTTP_200_OK, HTTP_201_CREATED, HTTP_400_BAD_REQUEST, HTTP_403_FORBIDDEN
|
|
from rest_framework.viewsets import ModelViewSet, ReadOnlyModelViewSet
|
|
|
|
from apps.accounts.models import Organization, Role, User
|
|
from apps.accounts.permissions import CanManageOrganization, can_manage_organization
|
|
from apps.onboarding.models import AgentConfig, AgentInteractionLog, OnboardingFlow, OnboardingSession
|
|
from apps.onboarding.serializers import AgentConfigSerializer, AgentInteractionLogSerializer, OnboardingFlowSerializer, OnboardingSessionSerializer
|
|
|
|
|
|
class OnboardingFlowViewSet(ModelViewSet):
|
|
queryset = OnboardingFlow.objects.all()
|
|
serializer_class = OnboardingFlowSerializer
|
|
permission_classes = [IsAuthenticated]
|
|
lookup_field = 'uuid'
|
|
|
|
def get_permissions(self):
|
|
permissions = super().get_permissions()
|
|
if self.action in ['update', 'partial_update', 'destroy']:
|
|
return [*permissions, CanManageOrganization()]
|
|
return permissions
|
|
|
|
def get_queryset(self):
|
|
user = self.request.user
|
|
queryset = OnboardingFlow.objects.filter(
|
|
Q(role__organization__owner=user) |
|
|
Q(role__organization__members=user)
|
|
).distinct().order_by('-created_at')
|
|
|
|
organization_uuid = self.request.query_params.get('organization_uuid')
|
|
if organization_uuid in (None, ''):
|
|
organization_uuid = self.request.data.get('organization_uuid')
|
|
if organization_uuid:
|
|
queryset = queryset.filter(role__organization__uuid=organization_uuid)
|
|
|
|
role_uuid = self.request.query_params.get('role_uuid')
|
|
if role_uuid in (None, ''):
|
|
role_uuid = self.request.data.get('role_uuid')
|
|
if role_uuid:
|
|
queryset = queryset.filter(role__uuid=role_uuid)
|
|
|
|
return queryset
|
|
|
|
def create(self, request, *args, **kwargs):
|
|
role_uuid = request.data.get('role_uuid')
|
|
if not role_uuid:
|
|
raise ValidationError({'role_uuid': 'role_uuid is required.'})
|
|
|
|
role = Role.objects.filter(uuid=role_uuid).first()
|
|
if not role:
|
|
raise NotFound('Role not found')
|
|
if not can_manage_organization(request.user, role.organization):
|
|
raise PermissionDenied('Forbidden')
|
|
|
|
is_active = self._parse_bool(request.data.get('is_active'), default=True, field_name='is_active')
|
|
|
|
flow = OnboardingFlow.objects.create(
|
|
title=(request.data.get('title') or f'Onboarding Flow: {role.name}').strip(),
|
|
role=role,
|
|
structure=request.data.get('structure') or [],
|
|
is_active=is_active,
|
|
)
|
|
|
|
serializer = self.get_serializer(flow)
|
|
return Response(serializer.data, status=HTTP_201_CREATED)
|
|
|
|
def update(self, request, *args, **kwargs):
|
|
flow = self.get_object()
|
|
title = request.data.get('title')
|
|
structure = request.data.get('structure')
|
|
is_active = request.data.get('is_active')
|
|
|
|
if title is not None:
|
|
flow.title = str(title).strip()
|
|
if structure is not None:
|
|
flow.structure = structure if isinstance(structure, list) else flow.structure
|
|
if is_active is not None:
|
|
flow.is_active = self._parse_bool(is_active, field_name='is_active')
|
|
|
|
flow.save(update_fields=['title', 'structure', 'is_active', 'updated_at'])
|
|
serializer = self.get_serializer(flow)
|
|
return Response(serializer.data, status=HTTP_200_OK)
|
|
|
|
def partial_update(self, request, *args, **kwargs):
|
|
flow = self.get_object()
|
|
|
|
if 'title' in request.data:
|
|
flow.title = str(request.data.get('title') or '').strip()
|
|
if 'structure' in request.data:
|
|
structure = request.data.get('structure')
|
|
if not isinstance(structure, list):
|
|
raise ValidationError({'structure': 'structure must be a list'})
|
|
flow.structure = structure
|
|
if 'is_active' in request.data:
|
|
flow.is_active = self._parse_bool(request.data.get('is_active'), field_name='is_active')
|
|
|
|
flow.save(update_fields=['title', 'structure', 'is_active', 'updated_at'])
|
|
serializer = self.get_serializer(flow)
|
|
return Response(serializer.data, status=HTTP_200_OK)
|
|
|
|
def destroy(self, request, *args, **kwargs):
|
|
flow = self.get_object()
|
|
with transaction.atomic():
|
|
OnboardingSession.objects.filter(role=flow.role).delete()
|
|
self.perform_destroy(flow)
|
|
|
|
return Response(status=204)
|
|
|
|
def _parse_bool(self, value, *, default=None, field_name='value'):
|
|
if value is None:
|
|
if default is not None:
|
|
return default
|
|
raise ValidationError({field_name: f'{field_name} is required'})
|
|
|
|
if isinstance(value, bool):
|
|
return value
|
|
|
|
if isinstance(value, int):
|
|
if value in (0, 1):
|
|
return bool(value)
|
|
raise ValidationError({field_name: f'{field_name} must be a boolean value'})
|
|
|
|
if isinstance(value, str):
|
|
normalized = value.strip().lower()
|
|
if normalized in ['true', '1', 'yes', 'on']:
|
|
return True
|
|
if normalized in ['false', '0', 'no', 'off']:
|
|
return False
|
|
|
|
raise ValidationError({field_name: f'{field_name} must be a boolean value'})
|
|
|
|
@action(detail=True, methods=['post'], url_path='start-session')
|
|
def start_session(self, request, uuid=None):
|
|
flow = self.get_object()
|
|
|
|
if not request.user.is_manager and not flow.role.members.filter(id=request.user.id).exists():
|
|
return Response(
|
|
{'error': 'Join this role before starting onboarding.'},
|
|
status=HTTP_403_FORBIDDEN,
|
|
)
|
|
|
|
session, created = OnboardingSession.objects.get_or_create(
|
|
user=request.user,
|
|
role=flow.role,
|
|
defaults={
|
|
'status': 'active',
|
|
'state': {
|
|
'progress': 0,
|
|
'current_step': 'intro',
|
|
'flow_uuid': str(flow.uuid),
|
|
},
|
|
'active_configs': {},
|
|
}
|
|
)
|
|
|
|
if not created:
|
|
state = session.state or {}
|
|
state['flow_uuid'] = str(flow.uuid)
|
|
session.state = state
|
|
session.save(update_fields=['state', 'updated_at'])
|
|
|
|
serializer = OnboardingSessionSerializer(session)
|
|
return Response(serializer.data, status=HTTP_201_CREATED if created else HTTP_200_OK)
|
|
|
|
class AgentConfigViewSet(ModelViewSet):
|
|
queryset = AgentConfig.objects.all()
|
|
serializer_class = AgentConfigSerializer
|
|
permission_classes = [IsAuthenticated]
|
|
lookup_field = 'uuid'
|
|
|
|
def get_permissions(self):
|
|
permissions = super().get_permissions()
|
|
if self.action in ['update', 'partial_update', 'destroy']:
|
|
return [*permissions, CanManageOrganization()]
|
|
return permissions
|
|
|
|
def get_queryset(self):
|
|
queryset = AgentConfig.objects.filter(
|
|
Q(organization__owner=self.request.user) | Q(organization__members=self.request.user)
|
|
).distinct().order_by('-updated_at')
|
|
|
|
organization_uuid = self.request.query_params.get('organization_uuid')
|
|
if organization_uuid in (None, ''):
|
|
organization_uuid = self.request.data.get('organization_uuid')
|
|
if organization_uuid:
|
|
queryset = queryset.filter(organization__uuid=organization_uuid)
|
|
|
|
role_uuid = self.request.query_params.get('role_uuid')
|
|
if role_uuid in (None, ''):
|
|
role_uuid = self.request.data.get('role_uuid')
|
|
if role_uuid:
|
|
queryset = queryset.filter(role__uuid=role_uuid)
|
|
|
|
return queryset
|
|
|
|
def create(self, request, *args, **kwargs):
|
|
organization_uuid = request.query_params.get('organization_uuid')
|
|
if organization_uuid in (None, ''):
|
|
organization_uuid = request.data.get('organization_uuid')
|
|
if not organization_uuid:
|
|
raise ValidationError({'organization_uuid': 'organization_uuid is required.'})
|
|
|
|
organization = Organization.objects.filter(uuid=organization_uuid).filter(
|
|
Q(owner=request.user) | Q(members=request.user),
|
|
).first()
|
|
if not organization:
|
|
raise NotFound('Organization not found')
|
|
if not can_manage_organization(request.user, organization):
|
|
raise PermissionDenied('Forbidden')
|
|
|
|
name = str(request.data.get('name') or '').strip()
|
|
if not name:
|
|
raise ValidationError({'name': 'Name is required.'})
|
|
|
|
agent_type = str(request.data.get('agent_type') or '').strip()
|
|
if not agent_type:
|
|
raise ValidationError({'agent_type': 'agent_type is required.'})
|
|
|
|
role_uuid = request.data.get('role_uuid')
|
|
role = None
|
|
if role_uuid:
|
|
role = Role.objects.filter(uuid=role_uuid, organization=organization).first()
|
|
if not role:
|
|
raise NotFound('Role not found in this organization')
|
|
|
|
config = AgentConfig.objects.create(
|
|
organization=organization,
|
|
role=role,
|
|
name=name,
|
|
agent_type=agent_type,
|
|
system_prompt=str(request.data.get('system_prompt') or ''),
|
|
llm_config=request.data.get('llm_config') or {},
|
|
tool_permissions=request.data.get('tool_permissions') or [],
|
|
)
|
|
|
|
serializer = self.get_serializer(config)
|
|
return Response(serializer.data, status=HTTP_201_CREATED)
|
|
|
|
def update(self, request, *args, **kwargs):
|
|
config = self.get_object()
|
|
|
|
updatable_fields = {
|
|
'name': request.data.get('name'),
|
|
'agent_type': request.data.get('agent_type'),
|
|
'system_prompt': request.data.get('system_prompt'),
|
|
'llm_config': request.data.get('llm_config'),
|
|
'tool_permissions': request.data.get('tool_permissions'),
|
|
}
|
|
|
|
for field, value in updatable_fields.items():
|
|
if value is not None:
|
|
setattr(config, field, value)
|
|
|
|
config.save(update_fields=['name', 'agent_type', 'system_prompt', 'llm_config', 'tool_permissions', 'updated_at'])
|
|
serializer = self.get_serializer(config)
|
|
return Response(serializer.data, status=HTTP_200_OK)
|
|
|
|
def partial_update(self, request, *args, **kwargs):
|
|
config = self.get_object()
|
|
|
|
if 'name' in request.data:
|
|
config.name = request.data.get('name')
|
|
if 'agent_type' in request.data:
|
|
config.agent_type = request.data.get('agent_type')
|
|
if 'system_prompt' in request.data:
|
|
config.system_prompt = request.data.get('system_prompt')
|
|
if 'llm_config' in request.data:
|
|
config.llm_config = request.data.get('llm_config')
|
|
if 'tool_permissions' in request.data:
|
|
config.tool_permissions = request.data.get('tool_permissions')
|
|
|
|
config.save(update_fields=['name', 'agent_type', 'system_prompt', 'llm_config', 'tool_permissions', 'updated_at'])
|
|
serializer = self.get_serializer(config)
|
|
return Response(serializer.data, status=HTTP_200_OK)
|
|
|
|
def destroy(self, request, *args, **kwargs):
|
|
return super().destroy(request, *args, **kwargs)
|
|
|
|
class OnboardingSessionViewSet(ModelViewSet):
|
|
queryset = OnboardingSession.objects.all()
|
|
serializer_class = OnboardingSessionSerializer
|
|
permission_classes = [IsAuthenticated]
|
|
lookup_field = 'uuid'
|
|
|
|
def get_queryset(self):
|
|
user = self.request.user
|
|
if user.is_manager:
|
|
queryset = OnboardingSession.objects.filter(role__organization__members=user).distinct()
|
|
else:
|
|
queryset = OnboardingSession.objects.filter(user=user)
|
|
|
|
organization_uuid = self.request.query_params.get('organization_uuid')
|
|
if organization_uuid in (None, ''):
|
|
organization_uuid = self.request.data.get('organization_uuid')
|
|
if organization_uuid:
|
|
queryset = queryset.filter(role__organization__uuid=organization_uuid)
|
|
|
|
role_uuid = self.request.query_params.get('role_uuid')
|
|
if role_uuid in (None, ''):
|
|
role_uuid = self.request.data.get('role_uuid')
|
|
if role_uuid:
|
|
queryset = queryset.filter(role__uuid=role_uuid)
|
|
|
|
user_uuid = self.request.query_params.get('user_uuid')
|
|
if user_uuid in (None, ''):
|
|
user_uuid = self.request.data.get('user_uuid')
|
|
if user_uuid:
|
|
if not user.is_manager and str(user.uuid) != str(user_uuid):
|
|
raise PermissionDenied('You can only view your own progress sessions.')
|
|
queryset = queryset.filter(user__uuid=user_uuid)
|
|
|
|
flow_uuid = self.request.query_params.get('flow_uuid')
|
|
if flow_uuid in (None, ''):
|
|
flow_uuid = self.request.data.get('flow_uuid')
|
|
if flow_uuid:
|
|
queryset = queryset.filter(state__flow_uuid=str(flow_uuid))
|
|
|
|
status_value = self.request.query_params.get('status')
|
|
if status_value:
|
|
queryset = queryset.filter(status=status_value)
|
|
|
|
return queryset.order_by('-created_at')
|
|
|
|
@action(detail=False, methods=['get'], url_path='progress-overview')
|
|
def progress_overview(self, request):
|
|
user = request.user
|
|
|
|
role_uuid = request.query_params.get('role_uuid')
|
|
|
|
if user.is_manager:
|
|
roles_qs = Role.objects.filter(
|
|
Q(organization__owner=user) | Q(organization__members=user)
|
|
).distinct()
|
|
else:
|
|
roles_qs = Role.objects.filter(members=user)
|
|
|
|
if role_uuid:
|
|
roles_qs = roles_qs.filter(uuid=role_uuid)
|
|
|
|
rows = []
|
|
|
|
for role in roles_qs.order_by('name'):
|
|
flows = list(OnboardingFlow.objects.filter(role=role).order_by('-updated_at'))
|
|
if not flows:
|
|
continue
|
|
|
|
if user.is_manager:
|
|
learners = list(role.members.all().order_by('first_name', 'last_name', 'email_address'))
|
|
else:
|
|
learners = [user] if role.members.filter(id=user.id).exists() else []
|
|
|
|
if not learners:
|
|
continue
|
|
|
|
role_sessions = list(
|
|
OnboardingSession.objects.filter(role=role, user__in=learners)
|
|
.select_related('user')
|
|
.order_by('-updated_at')
|
|
)
|
|
|
|
latest_by_user_flow = {}
|
|
for session in role_sessions:
|
|
state = session.state if isinstance(session.state, dict) else {}
|
|
session_flow_uuid = str(state.get('flow_uuid') or '')
|
|
if not session_flow_uuid:
|
|
continue
|
|
|
|
key = (session.user_id, session_flow_uuid)
|
|
if key not in latest_by_user_flow:
|
|
latest_by_user_flow[key] = session
|
|
|
|
for flow in flows:
|
|
flow_uuid_str = str(flow.uuid)
|
|
for learner in learners:
|
|
latest_session = latest_by_user_flow.get((learner.id, flow_uuid_str))
|
|
|
|
latest_status = latest_session.status if latest_session else 'not_started'
|
|
state = latest_session.state if latest_session and isinstance(latest_session.state, dict) else {}
|
|
progress = state.get('progress_percentage', state.get('progress', 0))
|
|
|
|
rows.append({
|
|
'role': {
|
|
'uuid': str(role.uuid),
|
|
'name': role.name,
|
|
},
|
|
'user': {
|
|
'uuid': str(learner.uuid),
|
|
'name': str(getattr(learner, 'full_name', '')).strip() or learner.email_address,
|
|
'email': learner.email_address,
|
|
},
|
|
'flow': {
|
|
'uuid': flow_uuid_str,
|
|
'title': flow.title,
|
|
'is_active': flow.is_active,
|
|
},
|
|
'latest_status': latest_status,
|
|
'progress': int(progress) if isinstance(progress, (int, float)) else 0,
|
|
'is_completed': latest_status == 'completed',
|
|
'latest_session_uuid': str(latest_session.uuid) if latest_session else None,
|
|
'updated_at': latest_session.updated_at.isoformat() if latest_session and latest_session.updated_at else None,
|
|
})
|
|
|
|
rows.sort(
|
|
key=lambda row: (
|
|
str(row.get('role', {}).get('name', '')),
|
|
str(row.get('user', {}).get('name', '')),
|
|
str(row.get('flow', {}).get('title', '')),
|
|
)
|
|
)
|
|
|
|
return Response(rows, status=HTTP_200_OK)
|
|
|
|
def create(self, request, *args, **kwargs):
|
|
return Response(
|
|
{'error': 'Use onboarding-flow/<uuid>/start-session/ to create a session.'},
|
|
status=HTTP_400_BAD_REQUEST,
|
|
)
|
|
|
|
def _has_attempt(self, value):
|
|
if value is None:
|
|
return False
|
|
if isinstance(value, str):
|
|
return bool(value.strip())
|
|
if isinstance(value, (list, dict, tuple, set)):
|
|
return len(value) > 0
|
|
return True
|
|
|
|
def _get_flow_for_session(self, session):
|
|
state = session.state or {}
|
|
flow_uuid = state.get('flow_uuid')
|
|
|
|
flow = None
|
|
if flow_uuid:
|
|
flow = OnboardingFlow.objects.filter(uuid=flow_uuid, role=session.role).first()
|
|
|
|
if not flow:
|
|
flow = OnboardingFlow.objects.filter(role=session.role, is_active=True).order_by('-updated_at').first()
|
|
|
|
return flow
|
|
|
|
def _get_page_from_flow(self, flow, page_uuid):
|
|
pages = flow.structure if isinstance(flow.structure, list) else []
|
|
page = next(
|
|
(
|
|
item for item in pages
|
|
if isinstance(item, dict) and str(item.get('uuid')) == str(page_uuid)
|
|
),
|
|
None,
|
|
)
|
|
return page, pages
|
|
|
|
def _upsert_page_responses(self, session, page_uuid, responses):
|
|
state = session.state or {}
|
|
stored_responses = state.get('responses', {})
|
|
if not isinstance(stored_responses, dict):
|
|
stored_responses = {}
|
|
|
|
stored_responses[str(page_uuid)] = responses
|
|
state['responses'] = stored_responses
|
|
state['last_page_uuid'] = str(page_uuid)
|
|
session.state = state
|
|
session.save(update_fields=['state', 'updated_at'])
|
|
|
|
def _record_page_visit(self, session, page_uuid):
|
|
state = session.state or {}
|
|
visited_pages = state.get('visited_pages', [])
|
|
if not isinstance(visited_pages, list):
|
|
visited_pages = []
|
|
|
|
page_uuid_str = str(page_uuid)
|
|
if page_uuid_str not in visited_pages:
|
|
visited_pages.append(page_uuid_str)
|
|
|
|
state['visited_pages'] = visited_pages
|
|
state['last_page_uuid'] = page_uuid_str
|
|
session.state = state
|
|
session.save(update_fields=['state', 'updated_at'])
|
|
|
|
def _mark_page_progress(self, session, page_uuid, total_pages, is_final_quiz=False):
|
|
if is_final_quiz:
|
|
return
|
|
|
|
state = session.state or {}
|
|
completed_modules = state.get('completed_modules', [])
|
|
if not isinstance(completed_modules, list):
|
|
completed_modules = []
|
|
|
|
page_uuid_str = str(page_uuid)
|
|
if page_uuid_str not in completed_modules:
|
|
completed_modules.append(page_uuid_str)
|
|
|
|
state['completed_modules'] = completed_modules
|
|
completed_count = len(completed_modules)
|
|
state['progress_percentage'] = int(round((completed_count / total_pages) * 100)) if total_pages else 0
|
|
|
|
session.state = state
|
|
session.save(update_fields=['state', 'updated_at'])
|
|
|
|
def _build_system_prompt(self, config):
|
|
if not config:
|
|
return "You are a helpful onboarding assistant."
|
|
base_prompt = config.system_prompt or "You are a helpful onboarding assistant."
|
|
permissions = config.tool_permissions or []
|
|
if permissions:
|
|
return f"{base_prompt}\n\nAllowed tools: {', '.join(str(p) for p in permissions)}"
|
|
return base_prompt
|
|
|
|
def _get_knowledge_agent_config(self, session):
|
|
role_specific = AgentConfig.objects.filter(
|
|
role=session.role,
|
|
agent_type='knowledge',
|
|
).order_by('-updated_at').first()
|
|
if role_specific:
|
|
return role_specific
|
|
|
|
return AgentConfig.objects.filter(
|
|
organization=session.role.organization,
|
|
role__isnull=True,
|
|
agent_type='knowledge',
|
|
).order_by('-updated_at').first()
|
|
|
|
def _run_ka_help(self, session, page_title, page_body, user_message):
|
|
config = self._get_knowledge_agent_config(session)
|
|
fallback = (
|
|
"I couldn't reach the knowledge model right now. "
|
|
"Please try again, or clarify which part of this module is confusing and I can provide a shorter explanation."
|
|
)
|
|
|
|
if not config:
|
|
return fallback
|
|
|
|
prompt = (
|
|
"Help the learner understand this onboarding page. Keep the explanation concise and practical. "
|
|
"Use markdown with bullets when useful.\n\n"
|
|
f"Role: {session.role.name}\n"
|
|
f"Page Title: {page_title}\n"
|
|
f"Page Body (excerpt): {str(page_body)[:2000]}\n"
|
|
f"Learner question: {user_message}"
|
|
)
|
|
|
|
try:
|
|
with httpx.Client(timeout=60.0) as client:
|
|
response = client.post(
|
|
settings.INFERENCE_CHAT_COMPLETIONS_ENDPOINT,
|
|
json={
|
|
"model": (config.llm_config or {}).get("model_id", "meta-llama-3.1-8b"),
|
|
"messages": [
|
|
{"role": "system", "content": self._build_system_prompt(config)},
|
|
{"role": "user", "content": prompt},
|
|
],
|
|
},
|
|
)
|
|
response.raise_for_status()
|
|
res_json = response.json()
|
|
content = res_json.get('choices', [{}])[0].get('message', {}).get('content')
|
|
if isinstance(content, str) and content.strip():
|
|
return content.strip()
|
|
except Exception:
|
|
pass
|
|
|
|
return fallback
|
|
|
|
def _run_ka_page_revision(self, session, page_title, page_body, user_message):
|
|
config = self._get_knowledge_agent_config(session)
|
|
if not config:
|
|
return None
|
|
|
|
prompt = (
|
|
"Revise the onboarding page content by integrating the learner's clarification request directly into the main page text. "
|
|
"Use the current page as the source of truth, preserve useful structure, and improve clarity and examples where needed. "
|
|
"Do not append a separate 'Clarification' section. Return ONLY the fully revised markdown page body.\n\n"
|
|
f"Role: {session.role.name}\n"
|
|
f"Page Title: {page_title}\n"
|
|
f"Learner clarification request: {user_message}\n\n"
|
|
f"Current page markdown:\n{str(page_body)[:12000]}"
|
|
)
|
|
|
|
try:
|
|
with httpx.Client(timeout=60.0) as client:
|
|
response = client.post(
|
|
settings.INFERENCE_CHAT_COMPLETIONS_ENDPOINT,
|
|
json={
|
|
"model": (config.llm_config or {}).get("model_id", "meta-llama-3.1-8b"),
|
|
"messages": [
|
|
{"role": "system", "content": self._build_system_prompt(config)},
|
|
{"role": "user", "content": prompt},
|
|
],
|
|
},
|
|
)
|
|
response.raise_for_status()
|
|
res_json = response.json()
|
|
content = res_json.get('choices', [{}])[0].get('message', {}).get('content')
|
|
revised = str(content or '').strip()
|
|
if revised:
|
|
return revised
|
|
except Exception:
|
|
pass
|
|
|
|
return None
|
|
|
|
def _append_page_help(self, session, page_uuid, user_message, assistant_message):
|
|
state = session.state or {}
|
|
page_help = state.get('page_help', {})
|
|
if not isinstance(page_help, dict):
|
|
page_help = {}
|
|
|
|
thread = page_help.get(str(page_uuid), [])
|
|
if not isinstance(thread, list):
|
|
thread = []
|
|
|
|
thread.append({
|
|
'question': str(user_message),
|
|
'answer': str(assistant_message),
|
|
'timestamp': timezone.now().isoformat(),
|
|
})
|
|
|
|
page_help[str(page_uuid)] = thread[-20:]
|
|
state['page_help'] = page_help
|
|
session.state = state
|
|
session.save(update_fields=['state', 'updated_at'])
|
|
|
|
def _update_flow_page_body(self, session, page_uuid, new_body):
|
|
flow = self._get_flow_for_session(session)
|
|
if not flow:
|
|
return False
|
|
|
|
structure = flow.structure if isinstance(flow.structure, list) else []
|
|
updated = False
|
|
for page in structure:
|
|
if not isinstance(page, dict):
|
|
continue
|
|
if str(page.get('uuid')) != str(page_uuid):
|
|
continue
|
|
page['body'] = str(new_body)
|
|
updated = True
|
|
break
|
|
|
|
if not updated:
|
|
return False
|
|
|
|
flow.structure = structure
|
|
flow.save(update_fields=['structure', 'updated_at'])
|
|
return True
|
|
|
|
def _evaluate_final_quiz(self, session):
|
|
flow = self._get_flow_for_session(session)
|
|
if not flow:
|
|
return None, {'error': 'Onboarding flow not found for this session.'}
|
|
|
|
pages = flow.structure if isinstance(flow.structure, list) else []
|
|
if not pages:
|
|
return None, {'error': 'Onboarding flow has no pages.'}
|
|
|
|
quiz_page = None
|
|
for page in pages:
|
|
if not isinstance(page, dict):
|
|
continue
|
|
meta = page.get('meta') if isinstance(page.get('meta'), dict) else {}
|
|
if str(meta.get('page_type') or '').strip() == 'final_quiz':
|
|
quiz_page = page
|
|
break
|
|
|
|
if quiz_page is None:
|
|
quiz_page = pages[-1] if isinstance(pages[-1], dict) else None
|
|
|
|
if not isinstance(quiz_page, dict):
|
|
return None, {'error': 'Final quiz page could not be identified.'}
|
|
|
|
quiz_fields = quiz_page.get('fields') if isinstance(quiz_page.get('fields'), list) else []
|
|
if not quiz_fields:
|
|
return None, {'error': 'Final quiz has no questions.'}
|
|
|
|
meta = quiz_page.get('meta') if isinstance(quiz_page.get('meta'), dict) else {}
|
|
pass_mark = meta.get('pass_mark', 80)
|
|
try:
|
|
pass_mark = int(pass_mark)
|
|
except Exception:
|
|
pass_mark = 80
|
|
|
|
state = session.state or {}
|
|
responses = state.get('responses', {})
|
|
if not isinstance(responses, dict):
|
|
responses = {}
|
|
|
|
page_uuid = str(quiz_page.get('uuid') or '')
|
|
page_responses = responses.get(page_uuid, {})
|
|
if not isinstance(page_responses, dict):
|
|
page_responses = {}
|
|
|
|
required_count = 0
|
|
missing_required_keys = []
|
|
gradable_count = 0
|
|
correct_count = 0
|
|
|
|
for field in quiz_fields:
|
|
if not isinstance(field, dict):
|
|
continue
|
|
|
|
key = str(field.get('key') or '').strip()
|
|
if not key:
|
|
continue
|
|
|
|
answer = page_responses.get(key)
|
|
attempted = self._has_attempt(answer)
|
|
|
|
if bool(field.get('required', False)):
|
|
required_count += 1
|
|
if not attempted:
|
|
missing_required_keys.append(key)
|
|
|
|
validation = field.get('validation') if isinstance(field.get('validation'), dict) else {}
|
|
correct_option = validation.get('correct_option')
|
|
if correct_option is None:
|
|
continue
|
|
|
|
gradable_count += 1
|
|
if attempted and str(answer) == str(correct_option):
|
|
correct_count += 1
|
|
|
|
score_percentage = int(round((correct_count / gradable_count) * 100)) if gradable_count else 0
|
|
passed = len(missing_required_keys) == 0 and gradable_count > 0 and score_percentage >= pass_mark
|
|
|
|
quiz_result = {
|
|
'page_uuid': page_uuid,
|
|
'pass_mark': pass_mark,
|
|
'required_count': required_count,
|
|
'missing_required_keys': missing_required_keys,
|
|
'gradable_count': gradable_count,
|
|
'correct_count': correct_count,
|
|
'score_percentage': score_percentage,
|
|
'passed': passed,
|
|
}
|
|
|
|
state['final_quiz_result'] = quiz_result
|
|
session.state = state
|
|
session.save(update_fields=['state', 'updated_at'])
|
|
|
|
return quiz_result, None
|
|
|
|
@action(detail=True, methods=['post'], url_path='interact')
|
|
def interact(self, request, uuid=None):
|
|
session = self.get_object()
|
|
user_message = request.data.get('message')
|
|
page_uuid = request.data.get('page_uuid')
|
|
responses = request.data.get('responses')
|
|
|
|
if not user_message and not page_uuid:
|
|
return Response({'error': 'Message or page_uuid is required'}, status=HTTP_400_BAD_REQUEST)
|
|
|
|
if page_uuid:
|
|
self._record_page_visit(session, page_uuid)
|
|
|
|
if isinstance(responses, dict):
|
|
flow = self._get_flow_for_session(session)
|
|
total_pages = len(flow.structure) if flow and isinstance(flow.structure, list) else 0
|
|
if page_uuid:
|
|
self._upsert_page_responses(session, page_uuid, responses)
|
|
is_final_quiz = False
|
|
if flow:
|
|
page, _ = self._get_page_from_flow(flow, page_uuid)
|
|
if isinstance(page, dict):
|
|
meta = page.get('meta') if isinstance(page.get('meta'), dict) else {}
|
|
is_final_quiz = str(meta.get('page_type') or '').strip() == 'final_quiz'
|
|
if total_pages:
|
|
self._mark_page_progress(session, page_uuid, total_pages, is_final_quiz=is_final_quiz)
|
|
else:
|
|
state = session.state or {}
|
|
stored_responses = state.get('responses', {})
|
|
if not isinstance(stored_responses, dict):
|
|
stored_responses = {}
|
|
stored_responses.update(responses)
|
|
state['responses'] = stored_responses
|
|
session.state = state
|
|
session.save(update_fields=['state', 'updated_at'])
|
|
|
|
if user_message or isinstance(responses, dict):
|
|
AgentInteractionLog.objects.create(
|
|
session=session,
|
|
sender_type='user',
|
|
content=user_message or f'Submitted onboarding responses for page {page_uuid or "unknown"}',
|
|
tool_call_metadata={'page_uuid': page_uuid, 'has_responses': isinstance(responses, dict)}
|
|
)
|
|
|
|
|
|
|
|
return Response({
|
|
'status': 'received',
|
|
'session_state': session.state,
|
|
})
|
|
|
|
@action(detail=True, methods=['post'], url_path='ask-ka')
|
|
def ask_ka(self, request, uuid=None):
|
|
session = self.get_object()
|
|
page_uuid = request.data.get('page_uuid')
|
|
user_message = request.data.get('message')
|
|
mode = request.data.get('mode', 'separate')
|
|
|
|
if not page_uuid or not user_message:
|
|
return Response({'error': 'page_uuid and message are required.'}, status=HTTP_400_BAD_REQUEST)
|
|
|
|
flow = self._get_flow_for_session(session)
|
|
if not flow:
|
|
return Response({'error': 'Onboarding flow not found.'}, status=HTTP_400_BAD_REQUEST)
|
|
|
|
page, _ = self._get_page_from_flow(flow, page_uuid)
|
|
if not isinstance(page, dict):
|
|
return Response({'error': 'Page not found for this flow.'}, status=HTTP_400_BAD_REQUEST)
|
|
|
|
page_title = str(page.get('title') or 'Onboarding Page')
|
|
page_body = str(page.get('body') or '')
|
|
updated_page = False
|
|
assistant_message = ''
|
|
if str(mode) == 'update_page':
|
|
revised_body = self._run_ka_page_revision(session, page_title, page_body, str(user_message))
|
|
if revised_body:
|
|
updated_page = self._update_flow_page_body(session, page_uuid, revised_body)
|
|
if updated_page:
|
|
assistant_message = (
|
|
"Updated this page by integrating your clarification request into the core content. "
|
|
"Please review the revised page text above."
|
|
)
|
|
|
|
if not assistant_message:
|
|
assistant_message = self._run_ka_help(session, page_title, page_body, str(user_message))
|
|
|
|
self._append_page_help(session, page_uuid, user_message, assistant_message)
|
|
|
|
AgentInteractionLog.objects.create(
|
|
session=session,
|
|
sender_type='user',
|
|
content=str(user_message),
|
|
tool_call_metadata={
|
|
'action': 'ask_ka',
|
|
'page_uuid': str(page_uuid),
|
|
'mode': str(mode),
|
|
},
|
|
)
|
|
AgentInteractionLog.objects.create(
|
|
session=session,
|
|
sender_type='ai',
|
|
content=str(assistant_message),
|
|
tool_call_metadata={
|
|
'action': 'ask_ka_response',
|
|
'page_uuid': str(page_uuid),
|
|
'mode': str(mode),
|
|
'updated_page': updated_page,
|
|
},
|
|
)
|
|
|
|
return Response({
|
|
'status': 'ok',
|
|
'answer': assistant_message,
|
|
'updated_page': updated_page,
|
|
'session_state': session.state,
|
|
}, status=HTTP_200_OK)
|
|
|
|
@action(detail=True, methods=['get'], url_path='history')
|
|
def history(self, request, uuid=None):
|
|
session = self.get_object()
|
|
logs = session.logs.all().order_by('created_at')
|
|
serializer = AgentInteractionLogSerializer(logs, many=True)
|
|
return Response(serializer.data)
|
|
|
|
@action(detail=True, methods=['post'], url_path='complete')
|
|
def complete(self, request, uuid=None):
|
|
session = self.get_object()
|
|
|
|
quiz_result, quiz_error = self._evaluate_final_quiz(session)
|
|
if quiz_error:
|
|
return Response(quiz_error, status=HTTP_400_BAD_REQUEST)
|
|
|
|
if not quiz_result.get('passed'):
|
|
return Response({
|
|
'error': 'Final quiz pass mark not met.',
|
|
'quiz_result': quiz_result,
|
|
}, status=HTTP_400_BAD_REQUEST)
|
|
|
|
state = session.state or {}
|
|
completed_modules = state.get('completed_modules', [])
|
|
if not isinstance(completed_modules, list):
|
|
completed_modules = []
|
|
if quiz_result.get('page_uuid') and quiz_result['page_uuid'] not in completed_modules:
|
|
completed_modules.append(quiz_result['page_uuid'])
|
|
state['completed_modules'] = completed_modules
|
|
flow = self._get_flow_for_session(session)
|
|
total_pages = len(flow.structure) if flow and isinstance(flow.structure, list) else 0
|
|
state['progress_percentage'] = int(round((len(completed_modules) / total_pages) * 100)) if total_pages else 100
|
|
session.state = state
|
|
|
|
session.status = 'completed'
|
|
session.completed_at = timezone.now()
|
|
session.save(update_fields=['status', 'completed_at', 'state', 'updated_at'])
|
|
return Response({'message': 'Session marked as completed', 'quiz_result': quiz_result})
|
|
|
|
class AgentInteractionLogViewSet(ReadOnlyModelViewSet):
|
|
queryset = AgentInteractionLog.objects.all()
|
|
serializer_class = AgentInteractionLogSerializer
|
|
permission_classes = [IsAuthenticated]
|
|
lookup_field = 'uuid'
|
|
|
|
def get_queryset(self):
|
|
user = self.request.user
|
|
manager_scope = Q()
|
|
if user.is_manager:
|
|
manager_scope = Q(session__role__organization__members=user)
|
|
|
|
queryset = AgentInteractionLog.objects.filter(
|
|
Q(session__user=user) |
|
|
Q(session__role__organization__owner=user) |
|
|
manager_scope
|
|
).distinct()
|
|
|
|
session_uuid = self.request.query_params.get('session_uuid')
|
|
if session_uuid in (None, ''):
|
|
session_uuid = self.request.data.get('session_uuid')
|
|
if session_uuid:
|
|
queryset = queryset.filter(session__uuid=session_uuid)
|
|
|
|
role_uuid = self.request.query_params.get('role_uuid')
|
|
if role_uuid in (None, ''):
|
|
role_uuid = self.request.data.get('role_uuid')
|
|
if role_uuid:
|
|
queryset = queryset.filter(session__role__uuid=role_uuid)
|
|
|
|
organization_uuid = self.request.query_params.get('organization_uuid')
|
|
if organization_uuid in (None, ''):
|
|
organization_uuid = self.request.data.get('organization_uuid')
|
|
if organization_uuid:
|
|
queryset = queryset.filter(session__role__organization__uuid=organization_uuid)
|
|
|
|
return queryset.order_by('created_at')
|