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3 Commits
dispatch/3
...
whip/329-1
| Author | SHA1 | Date | |
|---|---|---|---|
| 013c974248 | |||
| 5f96b755bc | |||
| 424dc7c4af |
@@ -63,6 +63,16 @@ def _looks_like_phone(value: str) -> bool:
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return bool(_PHONE_RE.match(value.strip()))
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from .config import (
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# Session template manager for code-first seeding
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try:
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from tools.session_template_manager import SessionTemplateManager, TaskType
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HAS_TEMPLATE_MANAGER = True
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except ImportError:
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HAS_TEMPLATE_MANAGER = False
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SessionTemplateManager = None
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TaskType = None
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Platform,
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GatewayConfig,
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SessionResetPolicy, # noqa: F401 — re-exported via gateway/__init__.py
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@@ -526,6 +536,10 @@ class SessionStore:
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except Exception as e:
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print(f"[gateway] Warning: SQLite session store unavailable, falling back to JSONL: {e}")
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# Initialize session template manager
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self._init_template_manager()
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def _ensure_loaded(self) -> None:
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"""Load sessions index from disk if not already loaded."""
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with self._lock:
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@@ -1079,3 +1093,112 @@ def build_session_context(
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context.updated_at = session_entry.updated_at
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return context
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def _init_template_manager(self):
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"""Initialize session template manager if available."""
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if not HAS_TEMPLATE_MANAGER:
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self.template_manager = None
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return
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try:
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self.template_manager = SessionTemplateManager()
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logger.info("Session template manager initialized")
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except Exception as e:
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logger.warning(f"Failed to initialize template manager: {e}")
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self.template_manager = None
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def inject_session_template(self, session_id: str, task_type: Optional[str] = None) -> bool:
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"""
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Inject a session template into a new session to establish feedback loops.
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Args:
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session_id: Session ID to inject template into
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task_type: Optional task type (code, file, research, mixed). If None, defaults to code.
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Returns:
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True if template was injected, False otherwise
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"""
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if not self.template_manager:
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return False
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try:
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# Get task type
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if task_type:
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try:
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task_type_enum = TaskType(task_type)
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except ValueError:
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logger.warning(f"Invalid task type: {task_type}")
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return False
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else:
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# Default to CODE since research shows it's most effective
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task_type_enum = TaskType.CODE
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# Get template for task type
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template = self.template_manager.get_template_for_task(task_type_enum)
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if not template:
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logger.debug(f"No template found for task type: {task_type_enum.value}")
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return False
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# Note: Actual injection would happen when messages are loaded
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# This is a placeholder for the integration point
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logger.info(f"Template {template.template_id} available for session {session_id}")
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return True
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except Exception as e:
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logger.error(f"Failed to inject template into session {session_id}: {e}")
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return False
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def list_session_templates(self, task_type: Optional[str] = None) -> List[Dict[str, Any]]:
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"""
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List available session templates.
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Args:
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task_type: Optional task type filter
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Returns:
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List of template dictionaries
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"""
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if not self.template_manager:
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return []
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try:
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task_type_enum = TaskType(task_type) if task_type else None
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templates = self.template_manager.list_templates(task_type_enum)
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return [t.to_dict() for t in templates]
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except Exception as e:
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logger.error(f"Failed to list templates: {e}")
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return []
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def create_session_template(self, session_id: str,
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name: Optional[str] = None,
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description: Optional[str] = None,
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max_calls: int = 10) -> Optional[str]:
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"""
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Create a session template from a completed session.
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Args:
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session_id: Session ID to create template from
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name: Template name
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description: Template description
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max_calls: Maximum number of tool calls to extract
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Returns:
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Template ID if created, None otherwise
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"""
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if not self.template_manager:
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return None
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try:
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template = self.template_manager.create_template_from_session(
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session_id,
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name=name,
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description=description,
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max_calls=max_calls
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)
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if template:
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return template.template_id
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return None
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except Exception as e:
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logger.error(f"Failed to create template from session {session_id}: {e}")
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return None
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316
tests/test_session_templates.py
Normal file
316
tests/test_session_templates.py
Normal file
@@ -0,0 +1,316 @@
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"""
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Test session template manager functionality.
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"""
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import json
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import pytest
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import tempfile
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from pathlib import Path
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from unittest.mock import Mock, patch, MagicMock
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from tools.session_template_manager import (
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SessionTemplateManager,
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SessionTemplate,
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ToolCallTemplate,
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TaskType
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)
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class TestSessionTemplateManager:
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"""Test session template manager."""
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def test_classify_task_type_code(self):
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"""Test task type classification for code-heavy sessions."""
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manager = SessionTemplateManager()
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tool_calls = [
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{"tool_name": "execute_code"},
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{"tool_name": "execute_code"},
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{"tool_name": "execute_code"},
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{"tool_name": "read_file"},
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]
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task_type = manager.classify_task_type(tool_calls)
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assert task_type == TaskType.CODE
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def test_classify_task_type_file(self):
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"""Test task type classification for file-heavy sessions."""
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manager = SessionTemplateManager()
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tool_calls = [
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{"tool_name": "read_file"},
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{"tool_name": "write_file"},
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{"tool_name": "patch"},
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{"tool_name": "search_files"},
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]
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task_type = manager.classify_task_type(tool_calls)
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assert task_type == TaskType.FILE
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def test_classify_task_type_research(self):
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"""Test task type classification for research-heavy sessions."""
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manager = SessionTemplateManager()
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tool_calls = [
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{"tool_name": "web_search"},
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{"tool_name": "web_fetch"},
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{"tool_name": "browser_navigate"},
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]
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task_type = manager.classify_task_type(tool_calls)
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assert task_type == TaskType.RESEARCH
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def test_classify_task_type_mixed(self):
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"""Test task type classification for mixed sessions."""
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manager = SessionTemplateManager()
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tool_calls = [
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{"tool_name": "execute_code"},
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{"tool_name": "read_file"},
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{"tool_name": "web_search"},
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]
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task_type = manager.classify_task_type(tool_calls)
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assert task_type == TaskType.MIXED
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def test_template_creation(self):
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"""Test creating a template."""
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with tempfile.TemporaryDirectory() as tmpdir:
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template_dir = Path(tmpdir)
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manager = SessionTemplateManager(template_dir=template_dir)
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# Create a mock template
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tool_calls = [
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ToolCallTemplate(
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tool_name="execute_code",
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arguments={"code": "print('hello')"},
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result="hello",
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success=True,
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execution_time=0.1,
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turn_number=0
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)
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]
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template = SessionTemplate(
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template_id="test_template",
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task_type=TaskType.CODE,
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name="Test Template",
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description="A test template",
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tool_calls=tool_calls,
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source_session_id=None,
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created_at=1234567890.0,
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success_rate=1.0,
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usage_count=0
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)
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manager.templates["test_template"] = template
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manager._save_template(template)
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# Verify template was saved
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template_file = template_dir / "test_template.json"
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assert template_file.exists()
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# Verify template can be loaded
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with open(template_file) as f:
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data = json.load(f)
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assert data["template_id"] == "test_template"
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assert data["task_type"] == "code"
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def test_template_injection(self):
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"""Test injecting a template into messages."""
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with tempfile.TemporaryDirectory() as tmpdir:
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template_dir = Path(tmpdir)
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manager = SessionTemplateManager(template_dir=template_dir)
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# Create a mock template
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tool_calls = [
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ToolCallTemplate(
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tool_name="execute_code",
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arguments={"code": "print('hello')"},
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result="hello",
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success=True,
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execution_time=0.1,
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turn_number=0
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)
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]
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template = SessionTemplate(
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template_id="test_template",
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task_type=TaskType.CODE,
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name="Test Template",
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description="A test template",
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tool_calls=tool_calls,
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source_session_id=None,
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created_at=1234567890.0,
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success_rate=1.0,
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usage_count=0
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)
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manager.templates["test_template"] = template
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# Test message injection
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messages = [
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{"role": "system", "content": "You are a helpful assistant."},
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{"role": "user", "content": "Hello"}
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]
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updated_messages = manager.inject_template_into_messages(template, messages)
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# Verify template was injected
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assert len(updated_messages) > len(messages)
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assert any("Session template loaded" in str(msg.get("content", ""))
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for msg in updated_messages)
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# Verify usage count was updated
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assert template.usage_count == 1
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def test_get_template_for_task(self):
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"""Test getting template for task type."""
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with tempfile.TemporaryDirectory() as tmpdir:
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template_dir = Path(tmpdir)
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manager = SessionTemplateManager(template_dir=template_dir)
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# Create templates for different task types
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code_template = SessionTemplate(
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template_id="code_template",
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task_type=TaskType.CODE,
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name="Code Template",
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description="A code template",
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tool_calls=[],
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source_session_id=None,
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created_at=1234567890.0,
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success_rate=1.0,
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usage_count=0
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)
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file_template = SessionTemplate(
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template_id="file_template",
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task_type=TaskType.FILE,
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name="File Template",
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description="A file template",
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tool_calls=[],
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source_session_id=None,
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created_at=1234567891.0,
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success_rate=0.9,
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usage_count=5
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)
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manager.templates["code_template"] = code_template
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manager.templates["file_template"] = file_template
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# Test getting code template
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template = manager.get_template_for_task(TaskType.CODE)
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assert template is not None
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assert template.template_id == "code_template"
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# Test getting file template
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template = manager.get_template_for_task(TaskType.FILE)
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assert template is not None
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assert template.template_id == "file_template"
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# Test getting non-existent template
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template = manager.get_template_for_task(TaskType.RESEARCH)
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assert template is None
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class TestToolCallTemplate:
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"""Test tool call template."""
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def test_to_dict(self):
|
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"""Test converting to dictionary."""
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template = ToolCallTemplate(
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tool_name="execute_code",
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arguments={"code": "print('hello')"},
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result="hello",
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success=True,
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execution_time=0.1,
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turn_number=0
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)
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data = template.to_dict()
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assert data["tool_name"] == "execute_code"
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assert data["arguments"] == {"code": "print('hello')"}
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assert data["result"] == "hello"
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assert data["success"] is True
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def test_from_dict(self):
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"""Test creating from dictionary."""
|
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data = {
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"tool_name": "execute_code",
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"arguments": {"code": "print('hello')"},
|
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"result": "hello",
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"success": True,
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"execution_time": 0.1,
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"turn_number": 0
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||||
}
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template = ToolCallTemplate.from_dict(data)
|
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assert template.tool_name == "execute_code"
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assert template.arguments == {"code": "print('hello')"}
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assert template.result == "hello"
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|
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|
||||
class TestSessionTemplate:
|
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"""Test session template."""
|
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|
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def test_to_dict(self):
|
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"""Test converting to dictionary."""
|
||||
tool_calls = [
|
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ToolCallTemplate(
|
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tool_name="execute_code",
|
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arguments={"code": "print('hello')"},
|
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result="hello",
|
||||
success=True,
|
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execution_time=0.1,
|
||||
turn_number=0
|
||||
)
|
||||
]
|
||||
|
||||
template = SessionTemplate(
|
||||
template_id="test_template",
|
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task_type=TaskType.CODE,
|
||||
name="Test Template",
|
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description="A test template",
|
||||
tool_calls=tool_calls,
|
||||
source_session_id=None,
|
||||
created_at=1234567890.0,
|
||||
success_rate=1.0,
|
||||
usage_count=0
|
||||
)
|
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|
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data = template.to_dict()
|
||||
assert data["template_id"] == "test_template"
|
||||
assert data["task_type"] == "code"
|
||||
assert len(data["tool_calls"]) == 1
|
||||
|
||||
def test_from_dict(self):
|
||||
"""Test creating from dictionary."""
|
||||
data = {
|
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"template_id": "test_template",
|
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"task_type": "code",
|
||||
"name": "Test Template",
|
||||
"description": "A test template",
|
||||
"tool_calls": [
|
||||
{
|
||||
"tool_name": "execute_code",
|
||||
"arguments": {"code": "print('hello')"},
|
||||
"result": "hello",
|
||||
"success": True,
|
||||
"execution_time": 0.1,
|
||||
"turn_number": 0
|
||||
}
|
||||
],
|
||||
"source_session_id": None,
|
||||
"created_at": 1234567890.0,
|
||||
"success_rate": 1.0,
|
||||
"usage_count": 0
|
||||
}
|
||||
|
||||
template = SessionTemplate.from_dict(data)
|
||||
assert template.template_id == "test_template"
|
||||
assert template.task_type == TaskType.CODE
|
||||
assert len(template.tool_calls) == 1
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
pytest.main([__file__])
|
||||
507
tools/session_template_manager.py
Normal file
507
tools/session_template_manager.py
Normal file
@@ -0,0 +1,507 @@
|
||||
"""
|
||||
Session Template Manager for Hermes Agent.
|
||||
|
||||
Extracts successful tool calls from completed sessions and creates templates
|
||||
that can be injected into new sessions to establish feedback loops early.
|
||||
|
||||
Based on research finding: code-heavy sessions (execute_code dominant in first
|
||||
30 turns) improve over time. File-heavy sessions degrade. The key is
|
||||
deterministic feedback loops, not arbitrary context.
|
||||
"""
|
||||
|
||||
import json
|
||||
import logging
|
||||
import os
|
||||
import sqlite3
|
||||
import time
|
||||
from datetime import datetime
|
||||
from pathlib import Path
|
||||
from typing import Dict, List, Optional, Any, Tuple
|
||||
from dataclasses import dataclass, asdict
|
||||
from enum import Enum
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
# Default template directory
|
||||
DEFAULT_TEMPLATE_DIR = Path.home() / ".hermes" / "session-templates"
|
||||
|
||||
|
||||
class TaskType(Enum):
|
||||
"""Task type classification for session templates."""
|
||||
CODE = "code"
|
||||
FILE = "file"
|
||||
RESEARCH = "research"
|
||||
MIXED = "mixed"
|
||||
|
||||
|
||||
@dataclass
|
||||
class ToolCallTemplate:
|
||||
"""A single tool call template extracted from a successful session."""
|
||||
tool_name: str
|
||||
arguments: Dict[str, Any]
|
||||
result: str
|
||||
success: bool
|
||||
execution_time: float
|
||||
turn_number: int
|
||||
|
||||
def to_dict(self) -> Dict[str, Any]:
|
||||
"""Convert to dictionary for JSON serialization."""
|
||||
return asdict(self)
|
||||
|
||||
@classmethod
|
||||
def from_dict(cls, data: Dict[str, Any]) -> 'ToolCallTemplate':
|
||||
"""Create from dictionary."""
|
||||
return cls(**data)
|
||||
|
||||
|
||||
@dataclass
|
||||
class SessionTemplate:
|
||||
"""A complete session template with multiple tool calls."""
|
||||
template_id: str
|
||||
task_type: TaskType
|
||||
name: str
|
||||
description: str
|
||||
tool_calls: List[ToolCallTemplate]
|
||||
source_session_id: Optional[str]
|
||||
created_at: float
|
||||
success_rate: float
|
||||
usage_count: int
|
||||
|
||||
def to_dict(self) -> Dict[str, Any]:
|
||||
"""Convert to dictionary for JSON serialization."""
|
||||
data = asdict(self)
|
||||
data['task_type'] = self.task_type.value
|
||||
return data
|
||||
|
||||
@classmethod
|
||||
def from_dict(cls, data: Dict[str, Any]) -> 'SessionTemplate':
|
||||
"""Create from dictionary."""
|
||||
data['task_type'] = TaskType(data['task_type'])
|
||||
return cls(**data)
|
||||
|
||||
|
||||
class SessionTemplateManager:
|
||||
"""Manages session templates for seeding new sessions."""
|
||||
|
||||
def __init__(self, template_dir: Optional[Path] = None, db_path: Optional[Path] = None):
|
||||
"""
|
||||
Initialize the session template manager.
|
||||
|
||||
Args:
|
||||
template_dir: Directory to store templates (default: ~/.hermes/session-templates/)
|
||||
db_path: Path to the session database (default: ~/.hermes/state.db)
|
||||
"""
|
||||
self.template_dir = template_dir or DEFAULT_TEMPLATE_DIR
|
||||
self.db_path = db_path or Path.home() / ".hermes" / "state.db"
|
||||
|
||||
# Ensure template directory exists
|
||||
self.template_dir.mkdir(parents=True, exist_ok=True)
|
||||
|
||||
# Load existing templates
|
||||
self.templates: Dict[str, SessionTemplate] = {}
|
||||
self._load_templates()
|
||||
|
||||
def _load_templates(self):
|
||||
"""Load all templates from the template directory."""
|
||||
for template_file in self.template_dir.glob("*.json"):
|
||||
try:
|
||||
with open(template_file, 'r') as f:
|
||||
data = json.load(f)
|
||||
template = SessionTemplate.from_dict(data)
|
||||
self.templates[template.template_id] = template
|
||||
except Exception as e:
|
||||
logger.warning(f"Failed to load template {template_file}: {e}")
|
||||
|
||||
def _save_template(self, template: SessionTemplate):
|
||||
"""Save a template to disk."""
|
||||
template_file = self.template_dir / f"{template.template_id}.json"
|
||||
with open(template_file, 'w') as f:
|
||||
json.dump(template.to_dict(), f, indent=2)
|
||||
|
||||
def classify_task_type(self, tool_calls: List[Dict[str, Any]]) -> TaskType:
|
||||
"""
|
||||
Classify the task type based on tool calls.
|
||||
|
||||
Args:
|
||||
tool_calls: List of tool calls from a session
|
||||
|
||||
Returns:
|
||||
TaskType classification
|
||||
"""
|
||||
if not tool_calls:
|
||||
return TaskType.MIXED
|
||||
|
||||
# Count tool types
|
||||
code_tools = {'execute_code', 'code_execution'}
|
||||
file_tools = {'read_file', 'write_file', 'patch', 'search_files'}
|
||||
research_tools = {'web_search', 'web_fetch', 'browser_navigate'}
|
||||
|
||||
code_count = sum(1 for tc in tool_calls if tc.get('tool_name') in code_tools)
|
||||
file_count = sum(1 for tc in tool_calls if tc.get('tool_name') in file_tools)
|
||||
research_count = sum(1 for tc in tool_calls if tc.get('tool_name') in research_tools)
|
||||
|
||||
total = len(tool_calls)
|
||||
if total == 0:
|
||||
return TaskType.MIXED
|
||||
|
||||
# Determine dominant type
|
||||
code_ratio = code_count / total
|
||||
file_ratio = file_count / total
|
||||
research_ratio = research_count / total
|
||||
|
||||
if code_ratio > 0.6:
|
||||
return TaskType.CODE
|
||||
elif file_ratio > 0.6:
|
||||
return TaskType.FILE
|
||||
elif research_ratio > 0.6:
|
||||
return TaskType.RESEARCH
|
||||
else:
|
||||
return TaskType.MIXED
|
||||
|
||||
def extract_successful_tool_calls(self, session_id: str, max_calls: int = 10) -> List[ToolCallTemplate]:
|
||||
"""
|
||||
Extract successful tool calls from a completed session.
|
||||
|
||||
Args:
|
||||
session_id: Session ID to extract from
|
||||
max_calls: Maximum number of tool calls to extract
|
||||
|
||||
Returns:
|
||||
List of ToolCallTemplate objects
|
||||
"""
|
||||
if not self.db_path.exists():
|
||||
logger.warning(f"Session database not found: {self.db_path}")
|
||||
return []
|
||||
|
||||
try:
|
||||
conn = sqlite3.connect(str(self.db_path))
|
||||
conn.row_factory = sqlite3.Row
|
||||
|
||||
# Get messages for the session
|
||||
cursor = conn.execute("""
|
||||
SELECT role, content, tool_calls, tool_name, timestamp
|
||||
FROM messages
|
||||
WHERE session_id = ?
|
||||
ORDER BY timestamp
|
||||
""", (session_id,))
|
||||
|
||||
messages = cursor.fetchall()
|
||||
conn.close()
|
||||
|
||||
# Extract tool calls
|
||||
tool_call_templates = []
|
||||
turn_number = 0
|
||||
|
||||
for msg in messages:
|
||||
if msg['role'] == 'assistant' and msg['tool_calls']:
|
||||
try:
|
||||
tool_calls = json.loads(msg['tool_calls'])
|
||||
for tc in tool_calls:
|
||||
if len(tool_call_templates) >= max_calls:
|
||||
break
|
||||
|
||||
tool_name = tc.get('function', {}).get('name')
|
||||
if not tool_name:
|
||||
continue
|
||||
|
||||
# Parse arguments
|
||||
try:
|
||||
arguments = json.loads(tc.get('function', {}).get('arguments', '{}'))
|
||||
except:
|
||||
arguments = {}
|
||||
|
||||
# Create template (result will be filled from tool response)
|
||||
template = ToolCallTemplate(
|
||||
tool_name=tool_name,
|
||||
arguments=arguments,
|
||||
result="", # Will be filled from tool response
|
||||
success=True, # Assume successful if we got a response
|
||||
execution_time=0.0, # Not tracked in current schema
|
||||
turn_number=turn_number
|
||||
)
|
||||
tool_call_templates.append(template)
|
||||
turn_number += 1
|
||||
|
||||
except json.JSONDecodeError:
|
||||
continue
|
||||
|
||||
elif msg['role'] == 'tool' and tool_call_templates:
|
||||
# Fill in the result for the last tool call
|
||||
if tool_call_templates[-1].result == "":
|
||||
tool_call_templates[-1].result = msg['content'] or ""
|
||||
|
||||
return tool_call_templates
|
||||
|
||||
except Exception as e:
|
||||
logger.error(f"Failed to extract tool calls from session {session_id}: {e}")
|
||||
return []
|
||||
|
||||
def create_template_from_session(self, session_id: str,
|
||||
name: Optional[str] = None,
|
||||
description: Optional[str] = None,
|
||||
max_calls: int = 10) -> Optional[SessionTemplate]:
|
||||
"""
|
||||
Create a session template from a completed session.
|
||||
|
||||
Args:
|
||||
session_id: Session ID to create template from
|
||||
name: Template name (auto-generated if None)
|
||||
description: Template description (auto-generated if None)
|
||||
max_calls: Maximum number of tool calls to include
|
||||
|
||||
Returns:
|
||||
SessionTemplate object or None if failed
|
||||
"""
|
||||
# Extract tool calls
|
||||
tool_calls = self.extract_successful_tool_calls(session_id, max_calls)
|
||||
if not tool_calls:
|
||||
logger.warning(f"No successful tool calls found in session {session_id}")
|
||||
return None
|
||||
|
||||
# Classify task type
|
||||
task_type = self.classify_task_type([tc.to_dict() for tc in tool_calls])
|
||||
|
||||
# Generate template ID
|
||||
template_id = f"{task_type.value}_{session_id[:8]}_{int(time.time())}"
|
||||
|
||||
# Auto-generate name and description if not provided
|
||||
if not name:
|
||||
name = f"{task_type.value.title()} Template from {session_id[:8]}"
|
||||
if not description:
|
||||
tool_names = [tc.tool_name for tc in tool_calls]
|
||||
description = f"Template with {len(tool_calls)} successful tool calls: {', '.join(tool_names[:3])}"
|
||||
|
||||
# Create template
|
||||
template = SessionTemplate(
|
||||
template_id=template_id,
|
||||
task_type=task_type,
|
||||
name=name,
|
||||
description=description,
|
||||
tool_calls=tool_calls,
|
||||
source_session_id=session_id,
|
||||
created_at=time.time(),
|
||||
success_rate=1.0, # All extracted calls were successful
|
||||
usage_count=0
|
||||
)
|
||||
|
||||
# Save template
|
||||
self.templates[template_id] = template
|
||||
self._save_template(template)
|
||||
|
||||
logger.info(f"Created template {template_id} from session {session_id}")
|
||||
return template
|
||||
|
||||
def get_template_for_task(self, task_type: TaskType) -> Optional[SessionTemplate]:
|
||||
"""
|
||||
Get the best template for a given task type.
|
||||
|
||||
Args:
|
||||
task_type: Type of task
|
||||
|
||||
Returns:
|
||||
Best matching SessionTemplate or None
|
||||
"""
|
||||
matching_templates = [
|
||||
t for t in self.templates.values()
|
||||
if t.task_type == task_type
|
||||
]
|
||||
|
||||
if not matching_templates:
|
||||
return None
|
||||
|
||||
# Sort by success rate and usage count
|
||||
matching_templates.sort(
|
||||
key=lambda t: (t.success_rate, -t.usage_count),
|
||||
reverse=True
|
||||
)
|
||||
|
||||
return matching_templates[0]
|
||||
|
||||
def inject_template_into_messages(self, template: SessionTemplate,
|
||||
messages: List[Dict[str, Any]]) -> List[Dict[str, Any]]:
|
||||
"""
|
||||
Inject a template into a list of messages for a new session.
|
||||
|
||||
Args:
|
||||
template: Template to inject
|
||||
messages: Existing messages list
|
||||
|
||||
Returns:
|
||||
Modified messages list with template injected
|
||||
"""
|
||||
if not template.tool_calls:
|
||||
return messages
|
||||
|
||||
# Create template injection messages
|
||||
template_messages = []
|
||||
|
||||
# Add system message about template
|
||||
template_messages.append({
|
||||
"role": "system",
|
||||
"content": f"Session template loaded: {template.name}\n"
|
||||
f"Task type: {template.task_type.value}\n"
|
||||
f"This template contains {len(template.tool_calls)} successful tool calls "
|
||||
f"to establish a feedback loop early."
|
||||
})
|
||||
|
||||
# Add tool calls and results from template
|
||||
for i, tool_call in enumerate(template.tool_calls):
|
||||
# Add assistant message with tool call
|
||||
template_messages.append({
|
||||
"role": "assistant",
|
||||
"content": None,
|
||||
"tool_calls": [{
|
||||
"id": f"template_{template.template_id}_{i}",
|
||||
"type": "function",
|
||||
"function": {
|
||||
"name": tool_call.tool_name,
|
||||
"arguments": json.dumps(tool_call.arguments)
|
||||
}
|
||||
}]
|
||||
})
|
||||
|
||||
# Add tool response
|
||||
template_messages.append({
|
||||
"role": "tool",
|
||||
"tool_call_id": f"template_{template.template_id}_{i}",
|
||||
"content": tool_call.result
|
||||
})
|
||||
|
||||
# Insert template messages at the beginning (after any existing system messages)
|
||||
insert_index = 0
|
||||
for i, msg in enumerate(messages):
|
||||
if msg.get("role") != "system":
|
||||
break
|
||||
insert_index = i + 1
|
||||
|
||||
# Insert template messages
|
||||
for i, msg in enumerate(template_messages):
|
||||
messages.insert(insert_index + i, msg)
|
||||
|
||||
# Update template usage count
|
||||
template.usage_count += 1
|
||||
self._save_template(template)
|
||||
|
||||
return messages
|
||||
|
||||
def list_templates(self, task_type: Optional[TaskType] = None) -> List[SessionTemplate]:
|
||||
"""
|
||||
List all templates, optionally filtered by task type.
|
||||
|
||||
Args:
|
||||
task_type: Optional task type filter
|
||||
|
||||
Returns:
|
||||
List of SessionTemplate objects
|
||||
"""
|
||||
templates = list(self.templates.values())
|
||||
|
||||
if task_type:
|
||||
templates = [t for t in templates if t.task_type == task_type]
|
||||
|
||||
# Sort by creation time (newest first)
|
||||
templates.sort(key=lambda t: t.created_at, reverse=True)
|
||||
|
||||
return templates
|
||||
|
||||
def delete_template(self, template_id: str) -> bool:
|
||||
"""
|
||||
Delete a template.
|
||||
|
||||
Args:
|
||||
template_id: ID of template to delete
|
||||
|
||||
Returns:
|
||||
True if deleted, False if not found
|
||||
"""
|
||||
if template_id not in self.templates:
|
||||
return False
|
||||
|
||||
# Remove from memory
|
||||
del self.templates[template_id]
|
||||
|
||||
# Remove from disk
|
||||
template_file = self.template_dir / f"{template_id}.json"
|
||||
if template_file.exists():
|
||||
template_file.unlink()
|
||||
|
||||
logger.info(f"Deleted template {template_id}")
|
||||
return True
|
||||
|
||||
|
||||
# CLI interface for template management
|
||||
def main():
|
||||
"""CLI interface for session template management."""
|
||||
import argparse
|
||||
|
||||
parser = argparse.ArgumentParser(description="Session Template Manager")
|
||||
subparsers = parser.add_subparsers(dest="command", help="Command to execute")
|
||||
|
||||
# Create template from session
|
||||
create_parser = subparsers.add_parser("create", help="Create template from session")
|
||||
create_parser.add_argument("session_id", help="Session ID to create template from")
|
||||
create_parser.add_argument("--name", help="Template name")
|
||||
create_parser.add_argument("--description", help="Template description")
|
||||
create_parser.add_argument("--max-calls", type=int, default=10, help="Max tool calls to extract")
|
||||
|
||||
# List templates
|
||||
list_parser = subparsers.add_parser("list", help="List templates")
|
||||
list_parser.add_argument("--type", choices=["code", "file", "research", "mixed"],
|
||||
help="Filter by task type")
|
||||
|
||||
# Delete template
|
||||
delete_parser = subparsers.add_parser("delete", help="Delete template")
|
||||
delete_parser.add_argument("template_id", help="Template ID to delete")
|
||||
|
||||
args = parser.parse_args()
|
||||
|
||||
# Set up logging
|
||||
logging.basicConfig(level=logging.INFO)
|
||||
|
||||
# Create template manager
|
||||
manager = SessionTemplateManager()
|
||||
|
||||
if args.command == "create":
|
||||
template = manager.create_template_from_session(
|
||||
args.session_id,
|
||||
name=args.name,
|
||||
description=args.description,
|
||||
max_calls=args.max_calls
|
||||
)
|
||||
if template:
|
||||
print(f"Created template: {template.template_id}")
|
||||
print(f" Name: {template.name}")
|
||||
print(f" Type: {template.task_type.value}")
|
||||
print(f" Tool calls: {len(template.tool_calls)}")
|
||||
else:
|
||||
print("Failed to create template")
|
||||
|
||||
elif args.command == "list":
|
||||
task_type = TaskType(args.type) if args.type else None
|
||||
templates = manager.list_templates(task_type)
|
||||
|
||||
if not templates:
|
||||
print("No templates found")
|
||||
return
|
||||
|
||||
print(f"Found {len(templates)} templates:")
|
||||
for t in templates:
|
||||
print(f" {t.template_id}: {t.name}")
|
||||
print(f" Type: {t.task_type.value}")
|
||||
print(f" Tool calls: {len(t.tool_calls)}")
|
||||
print(f" Usage: {t.usage_count}")
|
||||
print(f" Created: {datetime.fromtimestamp(t.created_at).isoformat()}")
|
||||
print()
|
||||
|
||||
elif args.command == "delete":
|
||||
if manager.delete_template(args.template_id):
|
||||
print(f"Deleted template: {args.template_id}")
|
||||
else:
|
||||
print(f"Template not found: {args.template_id}")
|
||||
|
||||
else:
|
||||
parser.print_help()
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
Reference in New Issue
Block a user