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842e669a13
When models return empty responses (no content, no tool calls, no reasoning), Hermes previously retried 3 times silently then fell through to '(empty)' — without ever trying the fallback provider chain. Users on GLM-4.5-Air and similar models experienced what appeared to be a complete hang, especially in gateway (Telegram/Discord) contexts where the silent retries produced zero feedback. Changes: - After exhausting 3 empty retries, attempt _try_activate_fallback() before giving up with '(empty)'. If fallback succeeds, reset retry counter and continue the conversation loop with the new provider. - Replace all _vprint() calls in recovery paths with _emit_status(), which surfaces messages through both CLI (_vprint with force=True) and gateway (status_callback -> adapter.send). Users now see: * '⚠️ Empty response from model — retrying (N/3)' during retries * '⚠️ Model returning empty responses — switching to fallback...' * '↻ Switched to fallback: <model> (<provider>)' on success * '❌ Model returned no content after all retries [and fallback]' - Add logger.warning() throughout empty response paths for log file visibility (model name, provider, retry counts). - Upgrade _last_content_with_tools fallback from logger.debug to logger.info + _emit_status so recovery is visible. - Upgrade thinking-only prefill continuation to use _emit_status. Tests: - test_empty_response_triggers_fallback_provider: verifies fallback activation after 3 empty retries produces content from fallback model - test_empty_response_fallback_also_empty_returns_empty: verifies graceful degradation when fallback also returns empty - test_empty_response_emits_status_for_gateway: verifies _emit_status is called during retries so gateway users see feedback Addresses #7180. |
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| .. | ||
| acp | ||
| agent | ||
| cli | ||
| cron | ||
| e2e | ||
| environments/benchmarks | ||
| fakes | ||
| gateway | ||
| hermes_cli | ||
| honcho_plugin | ||
| integration | ||
| plugins | ||
| run_agent | ||
| skills | ||
| tools | ||
| __init__.py | ||
| conftest.py | ||
| run_interrupt_test.py | ||
| test_batch_runner_checkpoint.py | ||
| test_cli_file_drop.py | ||
| test_cli_skin_integration.py | ||
| test_ctx_halving_fix.py | ||
| test_evidence_store.py | ||
| test_hermes_constants.py | ||
| test_hermes_logging.py | ||
| test_hermes_state.py | ||
| test_honcho_client_config.py | ||
| test_mcp_serve.py | ||
| test_minisweagent_path.py | ||
| test_model_picker_scroll.py | ||
| test_model_tools.py | ||
| test_model_tools_async_bridge.py | ||
| test_ollama_num_ctx.py | ||
| test_packaging_metadata.py | ||
| test_project_metadata.py | ||
| test_retry_utils.py | ||
| test_sql_injection.py | ||
| test_subprocess_home_isolation.py | ||
| test_timezone.py | ||
| test_toolset_distributions.py | ||
| test_toolsets.py | ||
| test_trajectory_compressor.py | ||
| test_trajectory_compressor_async.py | ||
| test_utils_truthy_values.py | ||