feat: add AI assistant with in-session copilot and standalone chat with RAG

Implements three-phase AI assistant feature:
- Phase 0: RAG infrastructure with pgvector embeddings, Voyage AI integration,
  tree chunking service, and semantic search over team's flow library
- Phase 1: In-session copilot panel during flow navigation with contextual
  AI help, current step awareness, and suggested related flows
- Phase 2: Standalone AI chat page with persistent conversation history,
  pin/delete, and configurable retention policies (account-level)

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
Michael Chihlas
2026-03-04 01:36:36 -05:00
parent 41cb7956cb
commit 1aa60dada2
44 changed files with 3080 additions and 14 deletions

View File

@@ -0,0 +1,69 @@
"""Copilot conversation model for in-session AI assistant.
Tracks conversation state during flow navigation with contextual AI help.
"""
import uuid
from datetime import datetime, timezone
from typing import Optional, Any
from sqlalchemy import String, DateTime, ForeignKey, Integer
from sqlalchemy.orm import Mapped, mapped_column
from sqlalchemy.dialects.postgresql import UUID, JSONB
from app.core.database import Base
class CopilotConversation(Base):
__tablename__ = "copilot_conversations"
id: Mapped[uuid.UUID] = mapped_column(
UUID(as_uuid=True), primary_key=True, default=uuid.uuid4
)
user_id: Mapped[uuid.UUID] = mapped_column(
UUID(as_uuid=True),
ForeignKey("users.id", ondelete="CASCADE"),
nullable=False,
index=True,
)
account_id: Mapped[uuid.UUID] = mapped_column(
UUID(as_uuid=True),
ForeignKey("accounts.id", ondelete="CASCADE"),
nullable=False,
index=True,
)
session_id: Mapped[Optional[uuid.UUID]] = mapped_column(
UUID(as_uuid=True),
ForeignKey("sessions.id", ondelete="SET NULL"),
nullable=True,
)
tree_id: Mapped[uuid.UUID] = mapped_column(
UUID(as_uuid=True),
ForeignKey("trees.id", ondelete="CASCADE"),
nullable=False,
)
messages: Mapped[list[dict[str, Any]]] = mapped_column(
JSONB, nullable=False, default=list
)
current_node_id: Mapped[Optional[str]] = mapped_column(
String(100), nullable=True
)
message_count: Mapped[int] = mapped_column(
Integer, nullable=False, default=0
)
total_input_tokens: Mapped[int] = mapped_column(
Integer, nullable=False, default=0
)
total_output_tokens: Mapped[int] = mapped_column(
Integer, nullable=False, default=0
)
created_at: Mapped[datetime] = mapped_column(
DateTime(timezone=True), default=lambda: datetime.now(timezone.utc)
)
updated_at: Mapped[datetime] = mapped_column(
DateTime(timezone=True),
default=lambda: datetime.now(timezone.utc),
onupdate=lambda: datetime.now(timezone.utc),
)
expires_at: Mapped[datetime] = mapped_column(
DateTime(timezone=True), nullable=False
)