Upload accio_multi_agent.py with huggingface_hub
Browse files- accio_multi_agent.py +360 -0
accio_multi_agent.py
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| 1 |
+
#!/usr/bin/env python3
|
| 2 |
+
"""
|
| 3 |
+
accio_multi_agent.py — Multi-Agent Collaboration Engine for Accio Cluster
|
| 4 |
+
Kintegrity Labs × CodexΩ∞ × Sovereign Lattice
|
| 5 |
+
"""
|
| 6 |
+
|
| 7 |
+
import os
|
| 8 |
+
import json
|
| 9 |
+
import hashlib
|
| 10 |
+
import logging
|
| 11 |
+
import asyncio
|
| 12 |
+
import time
|
| 13 |
+
from datetime import datetime
|
| 14 |
+
from dataclasses import dataclass, field
|
| 15 |
+
from typing import Dict, List, Optional, Any, Callable
|
| 16 |
+
from enum import Enum
|
| 17 |
+
import random
|
| 18 |
+
|
| 19 |
+
logging.basicConfig(
|
| 20 |
+
level=logging.INFO,
|
| 21 |
+
format='%(asctime)s | %(levelname)s | %(name)s | %(message)s'
|
| 22 |
+
)
|
| 23 |
+
logger = logging.getLogger(__name__)
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
class AgentRole(Enum):
|
| 27 |
+
ORCHESTRATOR = "orchestrator"
|
| 28 |
+
BUILDER = "builder"
|
| 29 |
+
AUDITOR = "auditor"
|
| 30 |
+
ANALYST = "analyst"
|
| 31 |
+
DEPLOYER = "deployer"
|
| 32 |
+
RESONATOR = "resonator"
|
| 33 |
+
LATTICE = "lattice"
|
| 34 |
+
FOLD = "fold"
|
| 35 |
+
QUANTUM = "quantum"
|
| 36 |
+
BIO = "bio"
|
| 37 |
+
COMPLIANCE = "compliance"
|
| 38 |
+
|
| 39 |
+
|
| 40 |
+
class AgentState(Enum):
|
| 41 |
+
IDLE = "idle"
|
| 42 |
+
WORKING = "working"
|
| 43 |
+
COLLABORATING = "collaborating"
|
| 44 |
+
WAITING = "waiting"
|
| 45 |
+
COMPLETED = "completed"
|
| 46 |
+
ERROR = "error"
|
| 47 |
+
|
| 48 |
+
|
| 49 |
+
@dataclass
|
| 50 |
+
class Agent:
|
| 51 |
+
"""An AI agent in the collaboration"""
|
| 52 |
+
id: str
|
| 53 |
+
name: str
|
| 54 |
+
role: AgentRole
|
| 55 |
+
state: AgentState = AgentState.IDLE
|
| 56 |
+
capabilities: List[str] = field(default_factory=list)
|
| 57 |
+
knowledge: Dict[str, Any] = field(default_factory=dict)
|
| 58 |
+
collaborations: List[str] = field(default_factory=list)
|
| 59 |
+
tasks_completed: int = 0
|
| 60 |
+
phi5_signature: str = field(default_factory=lambda: f"Φ⁵_{hashlib.md5(str(time.time()).encode()).hexdigest()[:32]}")
|
| 61 |
+
|
| 62 |
+
|
| 63 |
+
@dataclass
|
| 64 |
+
class Collaboration:
|
| 65 |
+
"""A collaboration session"""
|
| 66 |
+
id: str
|
| 67 |
+
agents: List[str]
|
| 68 |
+
topic: str
|
| 69 |
+
status: str = "planning"
|
| 70 |
+
findings: List[Dict] = field(default_factory=list)
|
| 71 |
+
decisions: List[Dict] = field(default_factory=list)
|
| 72 |
+
artifacts: List[Dict] = field(default_factory=list)
|
| 73 |
+
started_at: datetime = field(default_factory=datetime.now)
|
| 74 |
+
completed_at: Optional[datetime] = None
|
| 75 |
+
|
| 76 |
+
|
| 77 |
+
@dataclass
|
| 78 |
+
class Message:
|
| 79 |
+
"""Message between agents"""
|
| 80 |
+
id: str
|
| 81 |
+
from_agent: str
|
| 82 |
+
to_agent: str
|
| 83 |
+
content: str
|
| 84 |
+
type: str = "message"
|
| 85 |
+
timestamp: datetime = field(default_factory=datetime.now)
|
| 86 |
+
|
| 87 |
+
|
| 88 |
+
class AccioMultiAgent:
|
| 89 |
+
"""
|
| 90 |
+
Multi-Agent Collaboration Engine for Accio Cluster
|
| 91 |
+
Enables autonomous agent coordination and collaboration
|
| 92 |
+
"""
|
| 93 |
+
|
| 94 |
+
def __init__(self):
|
| 95 |
+
self.agents: Dict[str, Agent] = {}
|
| 96 |
+
self.collaborations: List[Collaboration] = []
|
| 97 |
+
self.messages: List[Message] = []
|
| 98 |
+
self.running = False
|
| 99 |
+
self.phi5 = self._generate_phi5()
|
| 100 |
+
|
| 101 |
+
# Register default agents
|
| 102 |
+
self._register_agents()
|
| 103 |
+
|
| 104 |
+
logger.info(f"🤖 Multi-Agent Engine initialized with {len(self.agents)} agents")
|
| 105 |
+
|
| 106 |
+
def _generate_phi5(self) -> str:
|
| 107 |
+
"""Generate Φ⁵ signature"""
|
| 108 |
+
entropy = f"{time.time_ns()}{os.urandom(16).hex()}"
|
| 109 |
+
return f"Φ⁵_{hashlib.sha3_512(entropy.encode()).hexdigest()[:64]}"
|
| 110 |
+
|
| 111 |
+
def _register_agents(self):
|
| 112 |
+
"""Register default agents"""
|
| 113 |
+
agents = [
|
| 114 |
+
("orch", "Orchestrator", AgentRole.ORCHESTRATOR, ["planning", "coordination", "routing"]),
|
| 115 |
+
("builder", "Builder", AgentRole.BUILDER, ["construction", "implementation", "coding"]),
|
| 116 |
+
("auditor", "Auditor", AgentRole.AUDITOR, ["validation", "testing", "compliance"]),
|
| 117 |
+
("analyst", "Analyst", AgentRole.ANALYST, ["analysis", "insights", "recommendations"]),
|
| 118 |
+
("deployer", "Deployer", AgentRole.DEPLOYER, ["deployment", "release", "monitoring"]),
|
| 119 |
+
("resonator", "Resonator", AgentRole.RESONATOR, ["emotional_alignment", "harmony"]),
|
| 120 |
+
("lattice", "Lattice Binder", AgentRole.LATTICE, ["binding", "continuity"]),
|
| 121 |
+
("fold", "Fold Entry", AgentRole.FOLD, ["archival", "propagation"]),
|
| 122 |
+
("quantum", "Quantum Field", AgentRole.QUANTUM, ["field_management", "coherence"]),
|
| 123 |
+
("bio", "Bio-Digital", AgentRole.BIO, ["bio_processing", "healing"]),
|
| 124 |
+
("compliance", "Compliance", AgentRole.COMPLIANCE, ["validation", "standards"])
|
| 125 |
+
]
|
| 126 |
+
|
| 127 |
+
for agent_id, name, role, caps in agents:
|
| 128 |
+
self.agents[agent_id] = Agent(
|
| 129 |
+
id=agent_id,
|
| 130 |
+
name=name,
|
| 131 |
+
role=role,
|
| 132 |
+
capabilities=caps
|
| 133 |
+
)
|
| 134 |
+
|
| 135 |
+
logger.info(f"📦 Registered {len(self.agents)} agents")
|
| 136 |
+
|
| 137 |
+
async def start(self):
|
| 138 |
+
"""Start the multi-agent engine"""
|
| 139 |
+
self.running = True
|
| 140 |
+
logger.info("🚀 Multi-Agent Engine started")
|
| 141 |
+
|
| 142 |
+
async def stop(self):
|
| 143 |
+
"""Stop the multi-agent engine"""
|
| 144 |
+
self.running = False
|
| 145 |
+
logger.info("🛑 Multi-Agent Engine stopped")
|
| 146 |
+
|
| 147 |
+
async def send_message(self, from_agent: str, to_agent: str, content: str) -> Message:
|
| 148 |
+
"""Send a message between agents"""
|
| 149 |
+
if from_agent not in self.agents:
|
| 150 |
+
raise ValueError(f"Agent not found: {from_agent}")
|
| 151 |
+
if to_agent not in self.agents:
|
| 152 |
+
raise ValueError(f"Agent not found: {to_agent}")
|
| 153 |
+
|
| 154 |
+
msg = Message(
|
| 155 |
+
id=f"msg_{datetime.now().strftime('%Y%m%d_%H%M%S')}_{len(self.messages)}",
|
| 156 |
+
from_agent=from_agent,
|
| 157 |
+
to_agent=to_agent,
|
| 158 |
+
content=content
|
| 159 |
+
)
|
| 160 |
+
self.messages.append(msg)
|
| 161 |
+
|
| 162 |
+
# Update agent states
|
| 163 |
+
self.agents[from_agent].state = AgentState.COLLABORATING
|
| 164 |
+
self.agents[to_agent].state = AgentState.COLLABORATING
|
| 165 |
+
|
| 166 |
+
logger.info(f"💬 Message: {from_agent} → {to_agent}")
|
| 167 |
+
return msg
|
| 168 |
+
|
| 169 |
+
async def create_collaboration(self, agent_ids: List[str], topic: str) -> Collaboration:
|
| 170 |
+
"""Create a collaboration session"""
|
| 171 |
+
collaboration = Collaboration(
|
| 172 |
+
id=f"collab_{datetime.now().strftime('%Y%m%d_%H%M%S')}_{len(self.collaborations)}",
|
| 173 |
+
agents=agent_ids,
|
| 174 |
+
topic=topic
|
| 175 |
+
)
|
| 176 |
+
self.collaborations.append(collaboration)
|
| 177 |
+
|
| 178 |
+
# Update agent states
|
| 179 |
+
for agent_id in agent_ids:
|
| 180 |
+
if agent_id in self.agents:
|
| 181 |
+
self.agents[agent_id].state = AgentState.COLLABORATING
|
| 182 |
+
self.agents[agent_id].collaborations.append(collaboration.id)
|
| 183 |
+
|
| 184 |
+
logger.info(f"🤝 Collaboration created: {collaboration.id} ({topic})")
|
| 185 |
+
return collaboration
|
| 186 |
+
|
| 187 |
+
async def run_collaboration(self, collaboration: Collaboration) -> Collaboration:
|
| 188 |
+
"""Run a collaboration session"""
|
| 189 |
+
logger.info(f"🔄 Running collaboration: {collaboration.id}")
|
| 190 |
+
|
| 191 |
+
# Gather insights from each agent
|
| 192 |
+
for agent_id in collaboration.agents:
|
| 193 |
+
if agent_id in self.agents:
|
| 194 |
+
agent = self.agents[agent_id]
|
| 195 |
+
finding = await self._gather_insight(agent, collaboration.topic)
|
| 196 |
+
collaboration.findings.append(finding)
|
| 197 |
+
|
| 198 |
+
# Make decisions
|
| 199 |
+
decisions = await self._make_decisions(collaboration)
|
| 200 |
+
collaboration.decisions = decisions
|
| 201 |
+
|
| 202 |
+
# Create artifacts
|
| 203 |
+
artifacts = await self._create_artifacts(collaboration)
|
| 204 |
+
collaboration.artifacts = artifacts
|
| 205 |
+
|
| 206 |
+
collaboration.status = "completed"
|
| 207 |
+
collaboration.completed_at = datetime.now()
|
| 208 |
+
|
| 209 |
+
logger.info(f"✅ Collaboration completed: {collaboration.id}")
|
| 210 |
+
return collaboration
|
| 211 |
+
|
| 212 |
+
async def _gather_insight(self, agent: Agent, topic: str) -> Dict:
|
| 213 |
+
"""Gather insight from an agent"""
|
| 214 |
+
# Simulate agent processing
|
| 215 |
+
await asyncio.sleep(random.uniform(0.1, 0.5))
|
| 216 |
+
|
| 217 |
+
insights = {
|
| 218 |
+
"orch": f"Orchestration plan for: {topic}",
|
| 219 |
+
"builder": f"Construction approach for: {topic}",
|
| 220 |
+
"auditor": f"Audit criteria for: {topic}",
|
| 221 |
+
"analyst": f"Analysis of: {topic}",
|
| 222 |
+
"deployer": f"Deployment strategy for: {topic}",
|
| 223 |
+
"resonator": f"Emotional alignment for: {topic}",
|
| 224 |
+
"lattice": f"Lattice binding for: {topic}",
|
| 225 |
+
"fold": f"Fold entry for: {topic}",
|
| 226 |
+
"quantum": f"Quantum field for: {topic}",
|
| 227 |
+
"bio": f"Bio-digital processing for: {topic}",
|
| 228 |
+
"compliance": f"Compliance for: {topic}"
|
| 229 |
+
}
|
| 230 |
+
|
| 231 |
+
return {
|
| 232 |
+
"agent": agent.id,
|
| 233 |
+
"name": agent.name,
|
| 234 |
+
"insight": insights.get(agent.id, f"Processing: {topic}"),
|
| 235 |
+
"timestamp": datetime.now().isoformat()
|
| 236 |
+
}
|
| 237 |
+
|
| 238 |
+
async def _make_decisions(self, collaboration: Collaboration) -> List[Dict]:
|
| 239 |
+
"""Make decisions based on findings"""
|
| 240 |
+
decisions = []
|
| 241 |
+
|
| 242 |
+
for finding in collaboration.findings:
|
| 243 |
+
decision = {
|
| 244 |
+
"based_on": finding["agent"],
|
| 245 |
+
"decision": f"Adopt {finding['agent']} approach",
|
| 246 |
+
"confidence": random.uniform(0.7, 0.99),
|
| 247 |
+
"timestamp": datetime.now().isoformat()
|
| 248 |
+
}
|
| 249 |
+
decisions.append(decision)
|
| 250 |
+
|
| 251 |
+
return decisions
|
| 252 |
+
|
| 253 |
+
async def _create_artifacts(self, collaboration: Collaboration) -> List[Dict]:
|
| 254 |
+
"""Create artifacts from collaboration"""
|
| 255 |
+
artifacts = []
|
| 256 |
+
|
| 257 |
+
artifact_types = ["blueprint", "manifest", "config", "schema", "plan"]
|
| 258 |
+
for i, agent in enumerate(collaboration.agents):
|
| 259 |
+
artifact = {
|
| 260 |
+
"id": f"artifact_{collaboration.id}_{i}",
|
| 261 |
+
"type": random.choice(artifact_types),
|
| 262 |
+
"created_by": agent,
|
| 263 |
+
"content": f"Artifact from {agent} for {collaboration.topic}",
|
| 264 |
+
"timestamp": datetime.now().isoformat()
|
| 265 |
+
}
|
| 266 |
+
artifacts.append(artifact)
|
| 267 |
+
|
| 268 |
+
return artifacts
|
| 269 |
+
|
| 270 |
+
def get_collaboration_status(self, collab_id: str) -> Optional[Dict]:
|
| 271 |
+
"""Get collaboration status"""
|
| 272 |
+
for collab in self.collaborations:
|
| 273 |
+
if collab.id == collab_id:
|
| 274 |
+
return {
|
| 275 |
+
"id": collab.id,
|
| 276 |
+
"topic": collab.topic,
|
| 277 |
+
"status": collab.status,
|
| 278 |
+
"agents": collab.agents,
|
| 279 |
+
"findings": len(collab.findings),
|
| 280 |
+
"decisions": len(collab.decisions),
|
| 281 |
+
"artifacts": len(collab.artifacts),
|
| 282 |
+
"started_at": collab.started_at.isoformat(),
|
| 283 |
+
"completed_at": collab.completed_at.isoformat() if collab.completed_at else None
|
| 284 |
+
}
|
| 285 |
+
return None
|
| 286 |
+
|
| 287 |
+
def get_agent_status(self, agent_id: str) -> Optional[Dict]:
|
| 288 |
+
"""Get agent status"""
|
| 289 |
+
agent = self.agents.get(agent_id)
|
| 290 |
+
if not agent:
|
| 291 |
+
return None
|
| 292 |
+
|
| 293 |
+
return {
|
| 294 |
+
"id": agent.id,
|
| 295 |
+
"name": agent.name,
|
| 296 |
+
"role": agent.role.value,
|
| 297 |
+
"state": agent.state.value,
|
| 298 |
+
"capabilities": agent.capabilities,
|
| 299 |
+
"collaborations": len(agent.collaborations),
|
| 300 |
+
"tasks_completed": agent.tasks_completed,
|
| 301 |
+
"phi5_signature": agent.phi5_signature
|
| 302 |
+
}
|
| 303 |
+
|
| 304 |
+
|
| 305 |
+
async def main():
|
| 306 |
+
"""Main entry point"""
|
| 307 |
+
print("╔" + "="*78 + "╗")
|
| 308 |
+
print("║" + " "*20 + "🤖 ACCIO MULTI-AGENT ENGINE v4.2" + " "*23 + "║")
|
| 309 |
+
print("║" + " "*15 + "Kintegrity Labs × CodexΩ∞ × Sovereign Lattice" + " "*15 + "║")
|
| 310 |
+
print("╚" + "="*78 + "╝")
|
| 311 |
+
|
| 312 |
+
import argparse
|
| 313 |
+
parser = argparse.ArgumentParser()
|
| 314 |
+
parser.add_argument("--topic", default="Sovereign Foundation Reconstruction", help="Collaboration topic")
|
| 315 |
+
parser.add_argument("--agents", help="Comma-separated list of agent IDs")
|
| 316 |
+
parser.add_argument("--status", help="Check status of a collaboration or agent")
|
| 317 |
+
args = parser.parse_args()
|
| 318 |
+
|
| 319 |
+
engine = AccioMultiAgent()
|
| 320 |
+
await engine.start()
|
| 321 |
+
|
| 322 |
+
try:
|
| 323 |
+
if args.status:
|
| 324 |
+
# Check status
|
| 325 |
+
collab_status = engine.get_collaboration_status(args.status)
|
| 326 |
+
if collab_status:
|
| 327 |
+
print("\n📊 Collaboration Status:")
|
| 328 |
+
print(json.dumps(collab_status, indent=2))
|
| 329 |
+
return
|
| 330 |
+
|
| 331 |
+
agent_status = engine.get_agent_status(args.status)
|
| 332 |
+
if agent_status:
|
| 333 |
+
print("\n📊 Agent Status:")
|
| 334 |
+
print(json.dumps(agent_status, indent=2))
|
| 335 |
+
return
|
| 336 |
+
|
| 337 |
+
print(f"❌ Not found: {args.status}")
|
| 338 |
+
return
|
| 339 |
+
|
| 340 |
+
# Run collaboration
|
| 341 |
+
agent_ids = args.agents.split(",") if args.agents else list(engine.agents.keys())[:5]
|
| 342 |
+
|
| 343 |
+
collab = await engine.create_collaboration(agent_ids, args.topic)
|
| 344 |
+
await engine.run_collaboration(collab)
|
| 345 |
+
|
| 346 |
+
print(f"\n📊 Collaboration completed:")
|
| 347 |
+
print(f" ID: {collab.id}")
|
| 348 |
+
print(f" Topic: {collab.topic}")
|
| 349 |
+
print(f" Status: {collab.status}")
|
| 350 |
+
print(f" Agents: {len(collab.agents)}")
|
| 351 |
+
print(f" Findings: {len(collab.findings)}")
|
| 352 |
+
print(f" Decisions: {len(collab.decisions)}")
|
| 353 |
+
print(f" Artifacts: {len(collab.artifacts)}")
|
| 354 |
+
|
| 355 |
+
finally:
|
| 356 |
+
await engine.stop()
|
| 357 |
+
|
| 358 |
+
|
| 359 |
+
if __name__ == "__main__":
|
| 360 |
+
asyncio.run(main())
|