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
230
231
232
233
234
235
236
237
238
239
240
241
|
#!/usr/bin/env python3
"""
slopbot - Zulip bot that replies with stock prices when it sees $TICKER patterns,
and delegates @mention responses to a one-shot agent per message.
Usage:
python main.py
Requires a .zuliprc file in the same directory (see .zuliprc.example).
"""
import html
import logging
import os
import re
import subprocess
import time
from concurrent.futures import ThreadPoolExecutor
from pathlib import Path
from threading import Semaphore
import yfinance as yf
import zulip
logging.basicConfig(
level=logging.INFO,
format="%(asctime)s [%(levelname)s] %(message)s",
datefmt="%Y-%m-%d %H:%M:%S",
)
log = logging.getLogger("slopbot")
# Regex to match stock tickers like $NVDA, $AAPL, $BRK
TICKER_RE = re.compile(r"\$([A-Z]{1,5})")
# Regex to detect @mention of slop / slopbot
MENTION_RE = re.compile(r"@\*\*slop[^*]*\*\*", re.IGNORECASE)
BASE_DIR = Path.cwd()
AGENT_TIMEOUT = int(os.environ.get("SLOPBOT_AGENT_TIMEOUT", "120"))
AGENT_MODEL = os.environ.get("SLOPBOT_AGENT_MODEL", "parasail/kimi-k26")
AGENT_BIN = os.environ.get("SLOPBOT_AGENT", "agent")
AGENT_PATH = os.environ.get("SLOPBOT_AGENT_PATH", os.environ.get("PATH", ""))
WORKERS = int(os.environ.get("SLOPBOT_WORKERS", "4"))
AGENT_WORKERS = int(os.environ.get("SLOPBOT_AGENT_WORKERS", "1"))
HISTORY_LIMIT = int(os.environ.get("SLOPBOT_HISTORY_LIMIT", "20"))
SYSTEM_PROMPT_PATH = Path(os.environ.get("SLOPBOT_SYSTEM_PROMPT", "prompts/system.md"))
if not SYSTEM_PROMPT_PATH.is_absolute():
SYSTEM_PROMPT_PATH = BASE_DIR / SYSTEM_PROMPT_PATH
SYSTEM_PROMPT = SYSTEM_PROMPT_PATH.read_text().strip()
log.info("Connecting to Zulip...")
client = zulip.Client(config_file=".zuliprc")
log.info("Connected as %s", client.email)
executor = ThreadPoolExecutor(max_workers=WORKERS, thread_name_prefix="slopbot")
agent_slots = Semaphore(AGENT_WORKERS)
# ---------------------------------------------------------------------------
# Zulip context
# ---------------------------------------------------------------------------
def fetch_topic_history(msg: dict, limit: int = HISTORY_LIMIT) -> str:
"""Fetch recent messages from the same Zulip stream/topic for LLM context."""
if msg.get("type") != "stream":
return ""
stream = msg.get("display_recipient")
topic = msg.get("subject") or msg.get("topic")
if not stream or not topic:
return ""
try:
resp = client.get_messages({
"anchor": msg.get("id", "newest"),
"num_before": limit,
"num_after": 0,
"narrow": [
{"operator": "stream", "operand": stream},
{"operator": "topic", "operand": topic},
],
})
except Exception as e:
log.warning("Failed to fetch Zulip topic history: %s", e)
return ""
if resp.get("result") != "success":
log.warning("Zulip history request failed: %s", resp)
return ""
lines = []
for item in resp.get("messages", [])[-limit:]:
if item.get("id") == msg.get("id"):
continue
sender = item.get("sender_full_name") or item.get("sender_email") or "someone"
content = html.unescape(re.sub(r"<[^>]+>", " ", item.get("content", "")))
content = re.sub(r"\s+", " ", content).strip()
if content:
lines.append(f"{sender} said: {content}")
if not lines:
return ""
return "Recent topic history:\n" + "\n".join(lines)
# ---------------------------------------------------------------------------
# agent one-shot helper
# ---------------------------------------------------------------------------
def _agent(prompt: str) -> tuple[int, str, str]:
"""Run agent once; return (returncode, stdout, stderr)."""
env = os.environ.copy()
env["PATH"] = AGENT_PATH
result = subprocess.run(
[
AGENT_BIN,
"--model", AGENT_MODEL,
"--eval-cwd", str(BASE_DIR),
prompt,
],
capture_output=True, text=True, timeout=AGENT_TIMEOUT, env=env,
)
return result.returncode, result.stdout.strip(), result.stderr.strip()
def _unique_session_name(msg: dict) -> str:
"""Build a unique, short-lived session name for a single message."""
ts = int(time.time() * 1000)
if msg.get("type") == "private":
sender_id = str(msg.get("sender_id") or "dm")
safe_id = re.sub(r"[^a-z0-9-]", "-", sender_id.lower())[:20].strip("-")
return f"slop-dm-{safe_id}-{ts}"
stream_id = msg.get("stream_id", "0")
topic = msg.get("subject") or msg.get("topic") or "general"
slug = re.sub(r"[^a-z0-9-]", "-", topic.lower())[:20].strip("-")
return f"slop-{stream_id}-{slug}-{ts}"
def ask_agent(msg: dict, content: str) -> str:
"""Run a one-shot agent for a single mention."""
name = _unique_session_name(msg)
sender = msg.get("sender_full_name") or msg.get("sender_email") or "user"
topic_history = fetch_topic_history(msg)
prompt_parts = [SYSTEM_PROMPT]
if topic_history:
prompt_parts.append(f"\n\n{topic_history}")
prompt_parts.append("\nYou have access to the agent shell tools if you need them.")
prompt_parts.append("\nRespond to the latest Zulip message.")
prompt_parts.append(f"\nLatest message from {sender}:\n{content}")
prompt = "\n".join(prompt_parts)
log.info("Running one-shot agent: %s", name)
try:
with agent_slots:
rc, reply, err = _agent(prompt)
except subprocess.TimeoutExpired:
log.warning("agent timed out for %s", name)
return "sorry, agent timed out"
except Exception as e:
log.warning("agent failed for %s: %s", name, e)
return "sorry, couldn't reach the agent"
if rc != 0 or not reply:
log.warning("agent failed for %s (rc=%d): %s", name, rc, err)
return "sorry, agent timed out"
return reply
# ---------------------------------------------------------------------------
# Price fetcher
# ---------------------------------------------------------------------------
def fetch_price(ticker: str) -> str:
"""Return a formatted price string for a ticker, or an error message."""
log.info("Fetching price for %s", ticker)
try:
price = yf.Ticker(ticker).fast_info["lastPrice"]
result = f"${ticker}: ${price:,.2f}"
log.info(" -> %s", result)
return result
except Exception as e:
log.warning(" -> %s unavailable: %s", ticker, e)
return f"${ticker}: unavailable ({e})"
# ---------------------------------------------------------------------------
# Event handler
# ---------------------------------------------------------------------------
def handle_message(msg: dict) -> None:
"""Process a Zulip message and reply to mentions and/or tickers."""
try:
if msg["sender_email"] == client.email:
return
content = msg.get("content", "")
has_mention = MENTION_RE.search(content)
tickers = TICKER_RE.findall(content.upper())
if not has_mention and not tickers:
return
if has_mention:
cleaned = MENTION_RE.sub("", content).strip()
reply = ask_agent(msg, cleaned)
if tickers:
prices = [fetch_price(t) for t in dict.fromkeys(tickers)]
reply += "\n\n" + "\n".join(prices)
else:
lines = [fetch_price(t) for t in dict.fromkeys(tickers)]
reply = "\n".join(lines)
client.send_message({
"type": msg["type"],
"to": msg["stream_id"] if msg["type"] == "stream" else msg["sender_email"],
"topic": msg.get("subject", ""),
"content": reply,
})
log.info("Reply sent.")
except Exception:
log.exception("Failed to handle message %s", msg.get("id"))
def handle_event(event: dict) -> None:
"""Queue Zulip message work without blocking the event loop."""
if event.get("type") != "message":
return
executor.submit(handle_message, event["message"])
def main() -> None:
log.info("Listening for messages...")
client.call_on_each_event(handle_event, event_types=["message"])
if __name__ == "__main__":
main()
|