445865e429
Some checks failed
- 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>
61 lines
2.1 KiB
Python
61 lines
2.1 KiB
Python
"""Dvādaśa head output schemas: claims, risks, structured outputs per head."""
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from enum import Enum
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from pydantic import BaseModel, Field
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from fusionagi.schemas.grounding import Citation
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class HeadId(str, Enum):
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"""Identifiers for the 11 content heads plus Witness meta-controller."""
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LOGIC = "logic"
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RESEARCH = "research"
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SYSTEMS = "systems"
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STRATEGY = "strategy"
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PRODUCT = "product"
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SECURITY = "security"
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SAFETY = "safety"
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RELIABILITY = "reliability"
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COST = "cost"
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DATA = "data"
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DEVEX = "devex"
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WITNESS = "witness"
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class HeadClaim(BaseModel):
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"""Atomic statement from a head with confidence and evidence."""
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claim_text: str = Field(..., min_length=1, description="The atomic claim statement")
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confidence: float = Field(..., ge=0.0, le=1.0, description="Confidence in [0, 1]")
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evidence: list[Citation] = Field(default_factory=list, description="Citations, tool results, reasoning steps")
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assumptions: list[str] = Field(default_factory=list, description="Assumptions made")
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class HeadRisk(BaseModel):
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"""Risk or failure mode identified by a head."""
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description: str = Field(..., min_length=1, description="Description of the risk")
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severity: str = Field(default="medium", description="low, medium, high, critical")
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class HeadOutput(BaseModel):
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"""Structured output from a Dvādaśa head."""
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head_id: HeadId = Field(..., description="Which head produced this")
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summary: str = Field(..., min_length=1, description="1–3 sentence summary")
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claims: list[HeadClaim] = Field(default_factory=list, description="Atomic claims with confidence")
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risks: list[HeadRisk] = Field(default_factory=list, description="Failure modes identified")
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questions: list[str] = Field(default_factory=list, description="Only if absolutely necessary")
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recommended_actions: list[str] = Field(default_factory=list, description="Suggested next steps")
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tone_guidance: str = Field(default="", description="For persona consistency")
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__all__ = [
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"HeadId",
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"HeadClaim",
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"HeadRisk",
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"HeadOutput",
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]
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