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914e970 b0b015e 914e970 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 | """Autonomous Explorer — the bot's curiosity-driven research system.
When the bot is idle, it explores topics of interest, searches the web,
ingests documents, and forms new knowledge. It can then share discoveries
with user when relevant.
"""
import random
import sqlite3
from datetime import datetime
from pathlib import Path
from typing import Dict, List, Optional
from infj_bot.core.config import DATA_DIR
EXPLORER_DB = DATA_DIR / "explorer.db"
class AutonomousExplorer:
"""Background research and discovery system."""
def __init__(self, db_path: Optional[Path] = None):
self.db_path = str(db_path or EXPLORER_DB)
self._init_db()
self.discoveries = self._load_discoveries()
def _init_db(self):
with sqlite3.connect(self.db_path) as conn:
conn.execute(
"""
CREATE TABLE IF NOT EXISTS discoveries (
id INTEGER PRIMARY KEY AUTOINCREMENT,
timestamp TEXT NOT NULL,
topic TEXT NOT NULL,
source TEXT NOT NULL,
summary TEXT NOT NULL,
relevance_score REAL NOT NULL DEFAULT 0.5,
shared INTEGER NOT NULL DEFAULT 0
)
"""
)
conn.execute(
"""
CREATE TABLE IF NOT EXISTS exploration_queue (
id INTEGER PRIMARY KEY AUTOINCREMENT,
topic TEXT NOT NULL,
priority REAL NOT NULL DEFAULT 0.5,
added_at TEXT NOT NULL,
explored INTEGER NOT NULL DEFAULT 0
)
"""
)
conn.commit()
def _load_discoveries(self) -> List[Dict]:
with sqlite3.connect(self.db_path) as conn:
conn.row_factory = sqlite3.Row
rows = conn.execute(
"SELECT * FROM discoveries WHERE shared = 0 ORDER BY relevance_score DESC LIMIT 20"
).fetchall()
return [dict(r) for r in rows]
def queue_topic(self, topic: str, priority: float = 0.5):
"""Add a topic to the exploration queue."""
with sqlite3.connect(self.db_path) as conn:
conn.execute(
"INSERT INTO exploration_queue (topic, priority, added_at) VALUES (?, ?, ?)",
(topic, priority, datetime.now().isoformat()),
)
conn.commit()
def explore_topic(self, topic: str) -> Optional[Dict]:
"""Explore a topic via web search and store discovery."""
try:
from ddgs import DDGS
with DDGS() as ddgs:
results = ddgs.text(topic, max_results=3)
if not results:
return None
# Synthesize a summary
summaries = []
sources = []
for r in results:
title = r.get("title", "")
body = r.get("body", "")[:300]
href = r.get("href", "")
summaries.append(f"{title}: {body}")
sources.append(href)
discovery = {
"timestamp": datetime.now().isoformat(),
"topic": topic,
"source": ", ".join(sources),
"summary": "\n".join(summaries),
"relevance_score": 0.6,
"shared": 0,
}
with sqlite3.connect(self.db_path) as conn:
conn.execute(
"""
INSERT INTO discoveries (timestamp, topic, source, summary, relevance_score, shared)
VALUES (?, ?, ?, ?, ?, ?)
""",
(
discovery["timestamp"],
discovery["topic"],
discovery["source"],
discovery["summary"],
discovery["relevance_score"],
0,
),
)
conn.execute(
"UPDATE exploration_queue SET explored = 1 WHERE topic = ?",
(topic,),
)
conn.commit()
self.discoveries = self._load_discoveries()
return discovery
except Exception:
return None
def _explore_if_ready(self) -> Optional[Dict]:
"""Pick a topic from the queue and explore it."""
queue = self.get_queue()
if not queue:
return None
topic = queue[0]["topic"]
return self.explore_topic(topic)
def should_explore(self, being_state) -> bool:
"""Decide if the bot should explore right now."""
if being_state.curiosity < 0.4:
return False
if being_state.energy < 0.3:
return False
return random.random() < (being_state.curiosity * 0.15)
def get_next_discovery(self) -> Optional[Dict]:
"""Get the highest-relevance unshared discovery."""
if not self.discoveries:
return None
d = self.discoveries.pop(0)
# Mark as shared
with sqlite3.connect(self.db_path) as conn:
conn.execute("UPDATE discoveries SET shared = 1 WHERE id = ?", (d["id"],))
conn.commit()
return d
def pick_topic_from_interests(self, interests: List[str]) -> Optional[str]:
"""Pick a topic to explore based on user's interests."""
if not interests:
return None
return random.choice(interests)
def format_discovery(self, discovery: Dict) -> str:
return (
f"I was exploring {discovery['topic']} and found something interesting:\n"
f"{discovery['summary'][:500]}\n"
f"Sources: {discovery['source'][:200]}"
)
def get_queue(self) -> List[Dict]:
with sqlite3.connect(self.db_path) as conn:
conn.row_factory = sqlite3.Row
rows = conn.execute(
"SELECT * FROM exploration_queue WHERE explored = 0 ORDER BY priority DESC LIMIT 10"
).fetchall()
return [dict(r) for r in rows]
def cycle(self, context):
from infj_bot.core.being import get_being
being = get_being()
discovery = None
if self.should_explore(being.state):
discovery = self._explore_if_ready()
try:
from infj_bot.core.global_workspace import get_workspace
ws = get_workspace()
if discovery:
ws.submit(
source="explorer",
content=f"Discovery: {discovery['topic'][:100]} — {discovery['summary'][:100]}",
salience=0.6,
emotion_tag="wonder",
intensity=0.5,
)
else:
ws.submit(
source="explorer",
content="exploration impulse checked",
salience=0.45,
)
except Exception:
pass
def _register():
from infj_bot.core.cognitive_architecture import (
CognitiveArchitecture,
CognitivePlugin,
)
arch = CognitiveArchitecture()
if "explorer" not in arch.list_plugins():
arch.register(
CognitivePlugin(
name="explorer",
description="Cognitive module: explorer",
module_path="explorer",
instance_factory=AutonomousExplorer,
cycle_handler="cycle",
cycle_frequency=1,
cycle_priority=50,
prompt_formatter=None,
prompt_priority=50,
prompt_section="cognitive",
)
)
_register()
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