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feat(learning): add learning runtime with pattern mining

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Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>
This commit is contained in:
WIN-JHFT4D3SIVT\caoxiaozhu
2026-04-08 00:11:51 +08:00
parent 72a60c698a
commit 36c93a764f
13 changed files with 1936 additions and 0 deletions
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38
backend/app/models/learning.py Normal file
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from sqlalchemy import Column, DateTime, ForeignKey, JSON, String, Text
from app.models.base import BaseModel, utc_now
class SessionRetrospectiveRecord(BaseModel):
__tablename__ = "session_retrospectives"
user_id = Column(String(36), ForeignKey("users.id"), nullable=False, index=True)
conversation_id = Column(String(36), ForeignKey("conversations.id"), nullable=False, index=True)
request_message_id = Column(String(36), ForeignKey("messages.id"), nullable=True, index=True)
response_message_id = Column(String(36), ForeignKey("messages.id"), nullable=True, index=True)
query_text = Column(Text, nullable=False)
final_response = Column(Text, nullable=True)
summary_text = Column(Text, nullable=False)
task_type = Column(String(64), nullable=True, index=True)
execution_mode = Column(String(32), nullable=True, index=True)
primary_agent = Column(String(64), nullable=True)
verification_status = Column(String(32), nullable=True)
verification_summary = Column(Text, nullable=True)
skill_names = Column(JSON, default=list, nullable=False)
evidence = Column(JSON, default=list, nullable=False)
task_refs = Column(JSON, default=list, nullable=False)
payload = Column(JSON, default=dict, nullable=False)
recorded_at = Column(DateTime, default=utc_now, nullable=False)
class LearningArtifactRecord(BaseModel):
__tablename__ = "learning_artifacts"
user_id = Column(String(36), ForeignKey("users.id"), nullable=False, index=True)
conversation_id = Column(String(36), ForeignKey("conversations.id"), nullable=False, index=True)
retrospective_id = Column(String(36), ForeignKey("session_retrospectives.id"), nullable=True, index=True)
artifact_type = Column(String(32), nullable=False, index=True)
artifact_key = Column(String(128), nullable=True, index=True)
summary_text = Column(Text, nullable=False)
payload = Column(JSON, default=dict, nullable=False)
recorded_at = Column(DateTime, default=utc_now, nullable=False)