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https://github.com/NousResearch/hermes-agent.git
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Follow-up fixes for the context engine plugin slot (PR #5700): - Enhance ContextEngine ABC: add threshold_percent, protect_first_n, protect_last_n as class attributes; complete update_model() default with threshold recalculation; clarify on_session_end() lifecycle docs - Add ContextCompressor.update_model() override for model/provider/ base_url/api_key updates - Replace all direct compressor internal access in run_agent.py with ABC interface: switch_model(), fallback restore, context probing all use update_model() now; _context_probed guarded with getattr/ hasattr for plugin engine compatibility - Create plugins/context_engine/ directory with discovery module (mirrors plugins/memory/ pattern) — discover_context_engines(), load_context_engine() - Add context.engine config key to DEFAULT_CONFIG (default: compressor) - Config-driven engine selection in run_agent.__init__: checks config, then plugins/context_engine/<name>/, then general plugin system, falls back to built-in ContextCompressor - Wire on_session_end() in shutdown_memory_provider() at real session boundaries (CLI exit, /reset, gateway expiry)
219 lines
7.4 KiB
Python
219 lines
7.4 KiB
Python
"""Context engine plugin discovery.
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Scans ``plugins/context_engine/<name>/`` directories for context engine
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plugins. Each subdirectory must contain ``__init__.py`` with a class
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implementing the ContextEngine ABC.
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Context engines are separate from the general plugin system — they live
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in the repo and are always available without user installation. Only ONE
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can be active at a time, selected via ``context.engine`` in config.yaml.
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The default engine is ``"compressor"`` (the built-in ContextCompressor).
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Usage:
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from plugins.context_engine import discover_context_engines, load_context_engine
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available = discover_context_engines() # [(name, desc, available), ...]
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engine = load_context_engine("lcm") # ContextEngine instance
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"""
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from __future__ import annotations
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import importlib
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import importlib.util
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import logging
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import sys
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from pathlib import Path
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from typing import List, Optional, Tuple
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logger = logging.getLogger(__name__)
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_CONTEXT_ENGINE_PLUGINS_DIR = Path(__file__).parent
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def discover_context_engines() -> List[Tuple[str, str, bool]]:
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"""Scan plugins/context_engine/ for available engines.
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Returns list of (name, description, is_available) tuples.
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Does NOT import the engines — just reads plugin.yaml for metadata
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and does a lightweight availability check.
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"""
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results = []
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if not _CONTEXT_ENGINE_PLUGINS_DIR.is_dir():
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return results
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for child in sorted(_CONTEXT_ENGINE_PLUGINS_DIR.iterdir()):
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if not child.is_dir() or child.name.startswith(("_", ".")):
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continue
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init_file = child / "__init__.py"
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if not init_file.exists():
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continue
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# Read description from plugin.yaml if available
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desc = ""
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yaml_file = child / "plugin.yaml"
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if yaml_file.exists():
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try:
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import yaml
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with open(yaml_file) as f:
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meta = yaml.safe_load(f) or {}
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desc = meta.get("description", "")
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except Exception:
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pass
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# Quick availability check — try loading and calling is_available()
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available = True
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try:
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engine = _load_engine_from_dir(child)
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if engine is None:
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available = False
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elif hasattr(engine, "is_available"):
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available = engine.is_available()
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except Exception:
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available = False
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results.append((child.name, desc, available))
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return results
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def load_context_engine(name: str) -> Optional["ContextEngine"]:
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"""Load and return a ContextEngine instance by name.
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Returns None if the engine is not found or fails to load.
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"""
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engine_dir = _CONTEXT_ENGINE_PLUGINS_DIR / name
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if not engine_dir.is_dir():
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logger.debug("Context engine '%s' not found in %s", name, _CONTEXT_ENGINE_PLUGINS_DIR)
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return None
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try:
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engine = _load_engine_from_dir(engine_dir)
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if engine:
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return engine
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logger.warning("Context engine '%s' loaded but no engine instance found", name)
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return None
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except Exception as e:
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logger.warning("Failed to load context engine '%s': %s", name, e)
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return None
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def _load_engine_from_dir(engine_dir: Path) -> Optional["ContextEngine"]:
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"""Import an engine module and extract the ContextEngine instance.
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The module must have either:
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- A register(ctx) function (plugin-style) — we simulate a ctx
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- A top-level class that extends ContextEngine — we instantiate it
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"""
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name = engine_dir.name
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module_name = f"plugins.context_engine.{name}"
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init_file = engine_dir / "__init__.py"
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if not init_file.exists():
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return None
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# Check if already loaded
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if module_name in sys.modules:
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mod = sys.modules[module_name]
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else:
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# Handle relative imports within the plugin
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# First ensure the parent packages are registered
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for parent in ("plugins", "plugins.context_engine"):
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if parent not in sys.modules:
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parent_path = Path(__file__).parent
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if parent == "plugins":
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parent_path = parent_path.parent
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parent_init = parent_path / "__init__.py"
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if parent_init.exists():
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spec = importlib.util.spec_from_file_location(
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parent, str(parent_init),
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submodule_search_locations=[str(parent_path)]
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)
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if spec:
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parent_mod = importlib.util.module_from_spec(spec)
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sys.modules[parent] = parent_mod
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try:
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spec.loader.exec_module(parent_mod)
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except Exception:
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pass
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# Now load the engine module
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spec = importlib.util.spec_from_file_location(
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module_name, str(init_file),
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submodule_search_locations=[str(engine_dir)]
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)
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if not spec:
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return None
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mod = importlib.util.module_from_spec(spec)
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sys.modules[module_name] = mod
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# Register submodules so relative imports work
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for sub_file in engine_dir.glob("*.py"):
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if sub_file.name == "__init__.py":
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continue
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sub_name = sub_file.stem
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full_sub_name = f"{module_name}.{sub_name}"
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if full_sub_name not in sys.modules:
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sub_spec = importlib.util.spec_from_file_location(
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full_sub_name, str(sub_file)
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)
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if sub_spec:
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sub_mod = importlib.util.module_from_spec(sub_spec)
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sys.modules[full_sub_name] = sub_mod
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try:
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sub_spec.loader.exec_module(sub_mod)
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except Exception as e:
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logger.debug("Failed to load submodule %s: %s", full_sub_name, e)
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try:
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spec.loader.exec_module(mod)
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except Exception as e:
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logger.debug("Failed to exec_module %s: %s", module_name, e)
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sys.modules.pop(module_name, None)
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return None
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# Try register(ctx) pattern first (how plugins are written)
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if hasattr(mod, "register"):
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collector = _EngineCollector()
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try:
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mod.register(collector)
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if collector.engine:
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return collector.engine
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except Exception as e:
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logger.debug("register() failed for %s: %s", name, e)
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# Fallback: find a ContextEngine subclass and instantiate it
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from agent.context_engine import ContextEngine
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for attr_name in dir(mod):
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attr = getattr(mod, attr_name, None)
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if (isinstance(attr, type) and issubclass(attr, ContextEngine)
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and attr is not ContextEngine):
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try:
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return attr()
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except Exception:
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pass
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return None
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class _EngineCollector:
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"""Fake plugin context that captures register_context_engine calls."""
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def __init__(self):
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self.engine = None
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def register_context_engine(self, engine):
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self.engine = engine
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# No-op for other registration methods
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def register_tool(self, *args, **kwargs):
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pass
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def register_hook(self, *args, **kwargs):
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pass
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def register_cli_command(self, *args, **kwargs):
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pass
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def register_memory_provider(self, *args, **kwargs):
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pass
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