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29 changes: 18 additions & 11 deletions run_agent.py
Original file line number Diff line number Diff line change
Expand Up @@ -4728,18 +4728,25 @@ def _call():
self._close_request_openai_client(request_client, reason="stream_request_complete")

_stream_stale_timeout_base = float(os.getenv("HERMES_STREAM_STALE_TIMEOUT", 180.0))
# Scale the stale timeout for large contexts: slow models (like Opus)
# can legitimately think for minutes before producing the first token
# when the context is large. Without this, the stale detector kills
# healthy connections during the model's thinking phase, producing
# spurious RemoteProtocolError ("peer closed connection").
_est_tokens = sum(len(str(v)) for v in api_kwargs.get("messages", [])) // 4
if _est_tokens > 100_000:
_stream_stale_timeout = max(_stream_stale_timeout_base, 300.0)
elif _est_tokens > 50_000:
_stream_stale_timeout = max(_stream_stale_timeout_base, 240.0)
# Local providers (Ollama, oMLX, llama-cpp) can take 300+ seconds
# for prefill on large contexts. Disable the stale detector unless
# the user explicitly set HERMES_STREAM_STALE_TIMEOUT.
if _stream_stale_timeout_base == 180.0 and self.base_url and is_local_endpoint(self.base_url):
_stream_stale_timeout = float("inf")
logger.debug("Local provider detected (%s) — stale stream timeout disabled", self.base_url)
else:
_stream_stale_timeout = _stream_stale_timeout_base
# Scale the stale timeout for large contexts: slow models (like Opus)
# can legitimately think for minutes before producing the first token
# when the context is large. Without this, the stale detector kills
# healthy connections during the model's thinking phase, producing
# spurious RemoteProtocolError ("peer closed connection").
_est_tokens = sum(len(str(v)) for v in api_kwargs.get("messages", [])) // 4
if _est_tokens > 100_000:
_stream_stale_timeout = max(_stream_stale_timeout_base, 300.0)
elif _est_tokens > 50_000:
_stream_stale_timeout = max(_stream_stale_timeout_base, 240.0)
else:
_stream_stale_timeout = _stream_stale_timeout_base

t = threading.Thread(target=_call, daemon=True)
t.start()
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