Agents (all following 6-step contract: _plan/_gather/_reason/_act/_report): - AccountingAgent: trial balance, chart of accounts, tax summary (HIPAA-locked) - CrmAgent: pipeline summary, lead/opportunity management, won/lost analysis - SalesAgent: sales orders, quotations, revenue by rep, expired quote detection - ProjectAgent: task tracking, blocked/overdue detection, timesheet logging - ElearningAgent: course completion, low-engagement flagging, next-course suggestion - ExpensesAgent: expense sheets, pending approvals, policy violations (HIPAA-locked) - EmployeesAgent: headcount, contracts, leaves, attendance, expired contract sweep (HIPAA-locked) Tools (one file per domain): - accounting_tools.py, crm_tools.py, sales_tools.py, project_tools.py - elearning_tools.py, expenses_tools.py, employees_tools.py System prompts: each agent has a domain-specific system.txt with rules and output format All agents implement handle_peer_request() and sweep() for proactive monitoring HIPAA-locked agents (accounting, expenses, employees) enforced via LLMRouter Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
148 lines
6.9 KiB
Python
148 lines
6.9 KiB
Python
from __future__ import annotations
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import logging
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from .base_agent import BaseAgent, AgentReport, AgentDirective, SweepReport
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from ..tools.sales_tools import SalesTools
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logger = logging.getLogger(__name__)
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SALES_TOOLS = [
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{'name': 'get_sales_orders', 'description': 'Retrieve confirmed sales orders',
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'parameters': {'state': {'type': 'string', 'optional': True},
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'partner_id': {'type': 'integer', 'optional': True},
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'date_from': {'type': 'string', 'optional': True},
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'date_to': {'type': 'string', 'optional': True},
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'limit': {'type': 'integer', 'optional': True}}},
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{'name': 'get_quotations', 'description': 'Get open quotations',
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'parameters': {'partner_id': {'type': 'integer', 'optional': True},
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'limit': {'type': 'integer', 'optional': True}}},
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{'name': 'get_sales_summary', 'description': 'Get sales summary and rep breakdown',
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'parameters': {'date_from': {'type': 'string', 'optional': True},
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'date_to': {'type': 'string', 'optional': True}}},
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{'name': 'get_customer_orders', 'description': 'Get all orders for a specific customer',
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'parameters': {'partner_id': {'type': 'integer'},
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'limit': {'type': 'integer', 'optional': True}}},
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{'name': 'confirm_quotation', 'description': 'Confirm a draft quotation to sales order',
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'parameters': {'order_id': {'type': 'integer'}}},
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{'name': 'update_order_note', 'description': 'Update the internal note on an order',
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'parameters': {'order_id': {'type': 'integer'}, 'note': {'type': 'string'}}},
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{'name': 'flag_for_review', 'description': 'Flag a sales order for review',
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'parameters': {'model': {'type': 'string'}, 'record_id': {'type': 'integer'},
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'reason': {'type': 'string'},
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'severity': {'type': 'string', 'optional': True}}},
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{'name': 'post_chatter_note', 'description': 'Post a note on a record',
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'parameters': {'model': {'type': 'string'}, 'record_id': {'type': 'integer'},
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'note': {'type': 'string'}}},
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]
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class SalesAgent(BaseAgent):
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name = 'sales_agent'
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domain = 'sales'
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required_odoo_module = 'sale'
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system_prompt_file = 'sales_system.txt'
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tools = SALES_TOOLS
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def __init__(self, odoo, llm, peer_bus=None):
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super().__init__(odoo, llm, peer_bus)
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self._st = SalesTools(odoo)
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self._gathered_data = {}
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self._actions_taken = []
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self._escalations_list = []
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async def _plan(self, directive: AgentDirective) -> dict:
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intent = (directive.intent or '').lower()
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return {
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'fetch_summary': any(k in intent for k in ('summary', 'overview', 'report', 'revenue')),
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'fetch_quotations': any(k in intent for k in ('quotation', 'quote', 'draft')),
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'fetch_orders': any(k in intent for k in ('order', 'sale')),
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'partner_id': directive.context.get('partner_id'),
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'date_from': directive.context.get('date_from'),
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'date_to': directive.context.get('date_to'),
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}
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async def _gather(self, ctx: dict) -> dict:
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plan = ctx.get('plan', {})
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data: dict = {}
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if plan.get('fetch_summary') or not any([plan.get('fetch_quotations'), plan.get('fetch_orders')]):
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data['summary'] = await self._st.get_sales_summary(
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date_from=plan.get('date_from'), date_to=plan.get('date_to'),
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)
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if plan.get('fetch_quotations'):
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data['quotations'] = await self._st.get_quotations(
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partner_id=plan.get('partner_id'), limit=20,
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)
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if plan.get('fetch_orders'):
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data['orders'] = await self._st.get_sales_orders(
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partner_id=plan.get('partner_id'), limit=20,
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)
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self._gathered_data = data
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return data
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async def _reason(self, ctx: dict) -> dict:
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data = self._gathered_data
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analysis: dict = {'escalations': []}
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summary = data.get('summary', {})
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if summary and summary.get('total_revenue', 0) == 0:
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analysis['escalations'].append('No confirmed sales orders in the period.')
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self._escalations_list = analysis['escalations']
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return analysis
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async def _act(self, ctx: dict) -> list:
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return []
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async def _report(self, ctx: dict) -> AgentReport:
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data = self._gathered_data
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parts = []
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summary = data.get('summary', {})
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if summary:
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parts.append(
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f'Sales: {summary.get("order_count", 0)} orders, '
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f'total revenue {summary.get("total_revenue", 0):.2f}.'
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)
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if not parts:
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parts.append('Sales review complete.')
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return AgentReport(agent=self.name, summary=chr(10).join(parts),
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data=data, escalations=self._escalations_list, actions_taken=[])
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async def _dispatch_tool(self, name: str, args: dict):
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dispatch = {
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'get_sales_orders': self._st.get_sales_orders,
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'get_quotations': self._st.get_quotations,
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'get_sales_summary': self._st.get_sales_summary,
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'get_customer_orders': self._st.get_customer_orders,
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'confirm_quotation': self._st.confirm_quotation,
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'update_order_note': self._st.update_order_note,
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'flag_for_review': self._st.flag_for_review,
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'post_chatter_note': self._st.post_chatter_note,
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}
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if name not in dispatch:
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raise ValueError(f'Unknown tool: {name}')
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return await dispatch[name](**args)
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async def handle_peer_request(self, request: dict) -> dict:
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req_type = request.get('type', '')
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try:
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if req_type == 'sales_summary':
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return await self._st.get_sales_summary()
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if req_type == 'customer_orders':
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return {'orders': await self._st.get_customer_orders(partner_id=request['partner_id'])}
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return {'error': f'Unknown type: {req_type}'}
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except Exception as exc:
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return {'error': str(exc)}
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async def sweep(self) -> SweepReport:
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findings = []
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try:
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quotations = await self._st.get_quotations(limit=50)
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import datetime
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today = str(datetime.date.today())
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expired = [q for q in quotations if q.get('validity_date') and q['validity_date'] < today]
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for q in expired:
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findings.append({'type': 'expired_quotation', 'order_id': q.get('id'),
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'partner': q.get('partner_id', [0, 'Unknown'])[1] if isinstance(q.get('partner_id'), list) else '',
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'severity': 'low'})
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except Exception as exc:
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return SweepReport(agent=self.name, findings=[], actions=[], error=str(exc))
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return SweepReport(agent=self.name, findings=findings, actions=[],
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summary=f'Sales sweep: {len(findings)} expired quotations found.')
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