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Fixes #15779. Custom-provider per-model context_length (`custom_providers[].models.<id>.context_length`) is now honored across every resolution path, not just agent startup. Also adds 256K as the top probe tier and default fallback. ## What changed New helper `hermes_cli.config.get_custom_provider_context_length()` — single source of truth for the per-model override lookup, with trailing-slash-insensitive base-url matching. `agent.model_metadata.get_model_context_length()` gains an optional `custom_providers=` kwarg (step 0b — runs after explicit `config_context_length` but before every other probe). Wired through five call sites that previously either duplicated the lookup or ignored it entirely: - `run_agent.py` startup — refactored to use the new helper (dedups legacy inline loop, keeps invalid-value warning) - `AIAgent.switch_model()` — re-reads custom_providers from live config on every /model switch - `hermes_cli.model_switch.resolve_display_context_length()` — new `custom_providers=` kwarg - `gateway/run.py` /model confirmation (picker callback + text path) - `gateway/run.py` `_format_session_info` (/info) ## Context probe tiers `CONTEXT_PROBE_TIERS = [256_000, 128_000, 64_000, 32_000, 16_000, 8_000]` — was `[128_000, ...]`. `DEFAULT_FALLBACK_CONTEXT` follows tier[0], so unknown models now default to 256K. The stale `128000` literal in the OpenRouter metadata-miss path is replaced with `DEFAULT_FALLBACK_CONTEXT` for consistency. ## Repro (from #15779) ```yaml custom_providers: - name: my-custom-endpoint base_url: https://example.invalid/v1 model: gpt-5.5 models: gpt-5.5: context_length: 1050000 ``` `/model gpt-5.5 --provider custom:my-custom-endpoint` → previously "Context: 128,000", now "Context: 1,050,000". ## Tests - `tests/hermes_cli/test_custom_provider_context_length.py` — new file, 19 tests covering the helper, step-0b integration, and the 256K tier invariants - `tests/hermes_cli/test_model_switch_context_display.py` — added regression tests for #15779 through the display resolver - `tests/gateway/test_session_info.py` — updated default-fallback assertion (128K → 256K) - `tests/agent/test_model_metadata.py` — updated tier assertions for the new top tier |
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| .. | ||
| __init__.py | ||
| auth.py | ||
| auth_commands.py | ||
| backup.py | ||
| banner.py | ||
| callbacks.py | ||
| claw.py | ||
| cli_output.py | ||
| clipboard.py | ||
| codex_models.py | ||
| colors.py | ||
| commands.py | ||
| completion.py | ||
| config.py | ||
| copilot_auth.py | ||
| cron.py | ||
| curses_ui.py | ||
| debug.py | ||
| default_soul.py | ||
| dingtalk_auth.py | ||
| doctor.py | ||
| dump.py | ||
| env_loader.py | ||
| gateway.py | ||
| hooks.py | ||
| logs.py | ||
| main.py | ||
| mcp_config.py | ||
| memory_setup.py | ||
| model_normalize.py | ||
| model_switch.py | ||
| models.py | ||
| nous_subscription.py | ||
| oneshot.py | ||
| pairing.py | ||
| platforms.py | ||
| plugins.py | ||
| plugins_cmd.py | ||
| profiles.py | ||
| providers.py | ||
| pty_bridge.py | ||
| runtime_provider.py | ||
| setup.py | ||
| skills_config.py | ||
| skills_hub.py | ||
| skin_engine.py | ||
| status.py | ||
| timeouts.py | ||
| tips.py | ||
| tools_config.py | ||
| uninstall.py | ||
| voice.py | ||
| web_server.py | ||
| webhook.py | ||