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fix: deep GPU integration, fix all ruff/mypy issues, add .dockerignore
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- Integrate GPU scoring inline into reasoning/multi_path.py (auto-uses GPU when available)
- Integrate GPU deduplication into multi_agent/consensus_engine.py
- Add semantic_search() method to memory/semantic_graph.py with GPU acceleration
- Integrate GPU training into self_improvement/training.py AutoTrainer
- Fix all 758 ruff lint issues (whitespace, import sorting, unused imports, ambiguous vars, undefined names)
- Fix all 40 mypy type errors across the codebase (no-any-return, union-attr, arg-type, etc.)
- Fix deprecated ruff config keys (select/ignore -> [tool.ruff.lint])
- Add .dockerignore to exclude .venv/, tests/, docs/ from Docker builds
- Add type hints and docstrings to verification/outcome.py
- Fix E402 import ordering in witness_agent.py
- Fix F821 undefined names in vector_pgvector.py and native.py
- Fix E741 ambiguous variable names in reflective.py and recommender.py

All 276 tests pass. 0 ruff errors. 0 mypy errors.

Co-Authored-By: Nakamoto, S <defi@defi-oracle.io>
This commit is contained in:
Devin AI
2026-04-28 05:48:37 +00:00
parent fa71f973a6
commit 445865e429
112 changed files with 1160 additions and 955 deletions
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110
fusionagi/interfaces/conversation.py
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@@ -5,13 +5,13 @@ from typing import Any, Literal
from pydantic import BaseModel, Field
from fusionagi._time import utc_now_iso
from fusionagi._logger import logger
from fusionagi._time import utc_now_iso
class ConversationStyle(BaseModel):
"""Configuration for conversation style and personality."""
formality: Literal["casual", "neutral", "formal"] = Field(
default="neutral",
description="Conversation formality level"
@@ -52,7 +52,7 @@ class ConversationStyle(BaseModel):
class ConversationContext(BaseModel):
"""Context for a conversation session."""
session_id: str = Field(default_factory=lambda: f"session_{uuid.uuid4().hex}")
user_id: str | None = Field(default=None)
style: ConversationStyle = Field(default_factory=ConversationStyle)
@@ -65,7 +65,7 @@ class ConversationContext(BaseModel):
class ConversationTurn(BaseModel):
"""A single turn in a conversation."""
turn_id: str = Field(default_factory=lambda: f"turn_{uuid.uuid4().hex[:8]}")
session_id: str
speaker: Literal["user", "agent", "system"]
@@ -85,44 +85,44 @@ class ConversationTurn(BaseModel):
class ConversationTuner:
"""
Conversation tuner for natural language interaction.
Allows admin to configure conversation style, personality, and behavior
for different contexts, users, or agents.
"""
def __init__(self) -> None:
self._styles: dict[str, ConversationStyle] = {}
self._default_style = ConversationStyle()
logger.info("ConversationTuner initialized")
def register_style(self, name: str, style: ConversationStyle) -> None:
"""
Register a named conversation style.
Args:
name: Style name (e.g., "customer_support", "technical_expert").
style: Conversation style configuration.
"""
self._styles[name] = style
logger.info("Conversation style registered", extra={"name": name})
def get_style(self, name: str) -> ConversationStyle | None:
"""Get a conversation style by name."""
return self._styles.get(name)
def list_styles(self) -> list[str]:
"""List all registered style names."""
return list(self._styles.keys())
def set_default_style(self, style: ConversationStyle) -> None:
"""Set the default conversation style."""
self._default_style = style
logger.info("Default conversation style updated")
def get_default_style(self) -> ConversationStyle:
"""Get the default conversation style."""
return self._default_style
def tune_for_context(
self,
base_style: ConversationStyle | None = None,
@@ -131,41 +131,41 @@ class ConversationTuner:
) -> ConversationStyle:
"""
Tune conversation style for a specific context.
Args:
base_style: Base style to start from (uses default if None).
domain: Domain/topic to optimize for.
user_preferences: User-specific preferences to apply.
Returns:
Tuned conversation style.
"""
style = base_style or self._default_style.model_copy(deep=True)
# Apply domain-specific tuning
if domain:
style = self._apply_domain_tuning(style, domain)
# Apply user preferences
if user_preferences:
for key, value in user_preferences.items():
if hasattr(style, key):
setattr(style, key, value)
logger.info(
"Conversation style tuned",
extra={"domain": domain, "has_user_prefs": bool(user_preferences)}
)
return style
def _apply_domain_tuning(self, style: ConversationStyle, domain: str) -> ConversationStyle:
"""
Apply domain-specific tuning to a conversation style.
Args:
style: Base conversation style.
domain: Domain to tune for.
Returns:
Tuned conversation style.
"""
@@ -196,27 +196,27 @@ class ConversationTuner:
"proactivity": 0.7,
},
}
preset = domain_presets.get(domain.lower())
if preset:
for key, value in preset.items():
setattr(style, key, value)
return style
class ConversationManager:
"""
Conversation manager for maintaining conversation state and history.
Manages conversation sessions, tracks turns, and provides context for
natural language understanding and generation.
"""
def __init__(self, tuner: ConversationTuner | None = None) -> None:
"""
Initialize conversation manager.
Args:
tuner: Conversation tuner for style management.
"""
@@ -224,7 +224,7 @@ class ConversationManager:
self._sessions: dict[str, ConversationContext] = {}
self._history: dict[str, list[ConversationTurn]] = {}
logger.info("ConversationManager initialized")
def create_session(
self,
user_id: str | None = None,
@@ -234,28 +234,30 @@ class ConversationManager:
) -> str:
"""
Create a new conversation session.
Args:
user_id: Optional user identifier.
style_name: Optional style name (uses default if None).
language: Primary language code.
domain: Domain/topic of conversation.
Returns:
Session ID.
"""
style = self.tuner.get_style(style_name) if style_name else self.tuner.get_default_style()
resolved_style = self.tuner.get_style(style_name) if style_name else self.tuner.get_default_style()
if resolved_style is None:
resolved_style = self.tuner.get_default_style()
context = ConversationContext(
user_id=user_id,
style=style,
style=resolved_style,
language=language,
domain=domain,
)
self._sessions[context.session_id] = context
self._history[context.session_id] = []
logger.info(
"Conversation session created",
extra={
@@ -265,30 +267,30 @@ class ConversationManager:
}
)
return context.session_id
def get_session(self, session_id: str) -> ConversationContext | None:
"""Get conversation context for a session."""
return self._sessions.get(session_id)
def add_turn(self, turn: ConversationTurn) -> None:
"""
Add a turn to conversation history.
Args:
turn: Conversation turn to add.
"""
if turn.session_id not in self._history:
logger.warning("Session not found", extra={"session_id": turn.session_id})
return
history = self._history[turn.session_id]
history.append(turn)
# Trim history to configured length
context = self._sessions.get(turn.session_id)
if context and len(history) > context.history_length:
self._history[turn.session_id] = history[-context.history_length:]
logger.debug(
"Turn added",
extra={
@@ -297,15 +299,15 @@ class ConversationManager:
"content_length": len(turn.content),
}
)
def get_history(self, session_id: str, limit: int | None = None) -> list[ConversationTurn]:
"""
Get conversation history for a session.
Args:
session_id: Session identifier.
limit: Optional limit on number of turns to return.
Returns:
List of conversation turns (most recent last).
"""
@@ -313,7 +315,7 @@ class ConversationManager:
if limit:
return history[-limit:]
return history
def get_style_for_session(self, session_id: str) -> ConversationStyle | None:
"""
Get the conversation style for a session.
@@ -330,11 +332,11 @@ class ConversationManager:
def update_style(self, session_id: str, style: ConversationStyle) -> bool:
"""
Update conversation style for a session.
Args:
session_id: Session identifier.
style: New conversation style.
Returns:
True if updated, False if session not found.
"""
@@ -344,14 +346,14 @@ class ConversationManager:
logger.info("Session style updated", extra={"session_id": session_id})
return True
return False
def end_session(self, session_id: str) -> bool:
"""
End a conversation session.
Args:
session_id: Session identifier.
Returns:
True if ended, False if not found.
"""
@@ -361,23 +363,23 @@ class ConversationManager:
logger.info("Session ended", extra={"session_id": session_id})
return True
return False
def get_context_summary(self, session_id: str) -> dict[str, Any]:
"""
Get a summary of conversation context for LLM prompting.
Args:
session_id: Session identifier.
Returns:
Dictionary with context summary.
"""
context = self._sessions.get(session_id)
history = self._history.get(session_id, [])
if not context:
return {}
return {
"session_id": session_id,
"user_id": context.user_id,