mirror of
https://github.com/NousResearch/hermes-agent.git
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88643a1ba9
Replace the fragile hardcoded context length system with a multi-source resolution chain that correctly identifies context windows per provider. Key changes: - New agent/models_dev.py: Fetches and caches the models.dev registry (3800+ models across 100+ providers with per-provider context windows). In-memory cache (1hr TTL) + disk cache for cold starts. - Rewritten get_model_context_length() resolution chain: 0. Config override (model.context_length) 1. Custom providers per-model context_length 2. Persistent disk cache 3. Endpoint /models (local servers) 4. Anthropic /v1/models API (max_input_tokens, API-key only) 5. OpenRouter live API (existing, unchanged) 6. Nous suffix-match via OpenRouter (dot/dash normalization) 7. models.dev registry lookup (provider-aware) 8. Thin hardcoded defaults (broad family patterns) 9. 128K fallback (was 2M) - Provider-aware context: same model now correctly resolves to different context windows per provider (e.g. claude-opus-4.6: 1M on Anthropic, 128K on GitHub Copilot). Provider name flows through ContextCompressor. - DEFAULT_CONTEXT_LENGTHS shrunk from 80+ entries to ~16 broad patterns. models.dev replaces the per-model hardcoding. - CONTEXT_PROBE_TIERS changed from [2M, 1M, 512K, 200K, 128K, 64K, 32K] to [128K, 64K, 32K, 16K, 8K]. Unknown models no longer start at 2M. - hermes model: prompts for context_length when configuring custom endpoints. Supports shorthand (32k, 128K). Saved to custom_providers per-model config. - custom_providers schema extended with optional models dict for per-model context_length (backward compatible). - Nous Portal: suffix-matches bare IDs (claude-opus-4-6) against OpenRouter's prefixed IDs (anthropic/claude-opus-4.6) with dot/dash normalization. Handles all 15 current Nous models. - Anthropic direct: queries /v1/models for max_input_tokens. Only works with regular API keys (sk-ant-api*), not OAuth tokens. Falls through to models.dev for OAuth users. Tests: 5574 passed (18 new tests for models_dev + updated probe tiers) Docs: Updated configuration.md context length section, AGENTS.md Co-authored-by: Test <test@test.com> |
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| .. | ||
| __init__.py | ||
| test_banner.py | ||
| test_banner_skills.py | ||
| test_chat_skills_flag.py | ||
| test_claw.py | ||
| test_cmd_update.py | ||
| test_coalesce_session_args.py | ||
| test_commands.py | ||
| test_config.py | ||
| test_copilot_auth.py | ||
| test_cron.py | ||
| test_doctor.py | ||
| test_env_loader.py | ||
| test_gateway.py | ||
| test_gateway_linger.py | ||
| test_gateway_runtime_health.py | ||
| test_gateway_service.py | ||
| test_mcp_tools_config.py | ||
| test_model_validation.py | ||
| test_models.py | ||
| test_path_completion.py | ||
| test_placeholder_usage.py | ||
| test_session_browse.py | ||
| test_sessions_delete.py | ||
| test_set_config_value.py | ||
| test_setup.py | ||
| test_setup_model_provider.py | ||
| test_setup_noninteractive.py | ||
| test_setup_openclaw_migration.py | ||
| test_setup_prompt_menus.py | ||
| test_skills_config.py | ||
| test_skills_hub.py | ||
| test_skills_install_flags.py | ||
| test_skills_skip_confirm.py | ||
| test_skills_subparser.py | ||
| test_skin_engine.py | ||
| test_status.py | ||
| test_status_model_provider.py | ||
| test_tools_config.py | ||
| test_tools_disable_enable.py | ||
| test_update_autostash.py | ||
| test_update_check.py | ||
| test_update_gateway_restart.py | ||