saksham
1a4c80958f
FastAPI + Celery + Next.js + Postgres/Redis app with company monitoring, source collection, LLM-based change analysis, enrichment, and account security (Turnstile, escalating lockout, email verification).
36 lines
1.1 KiB
Python
36 lines
1.1 KiB
Python
"""Shared building blocks for analysis-task response schemas. Every finding
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that claims something happened carries an explicit confidence label from
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this set - never presented as bare fact (spec section 16 / "Evidence and
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Anti-Hallucination Requirements")."""
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from __future__ import annotations
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from enum import StrEnum
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from pydantic import BaseModel, Field
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class ConfidenceLabel(StrEnum):
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CONFIRMED = "confirmed"
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STRONGLY_INDICATED = "strongly_indicated"
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LIKELY = "likely"
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POSSIBLE = "possible"
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UNCONFIRMED = "unconfirmed"
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INSUFFICIENT_EVIDENCE = "insufficient_evidence"
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class EvidenceRef(BaseModel):
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source_document_id: str | None = None
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detected_change_id: str | None = None
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url: str | None = None
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description: str = Field(description="What this piece of evidence shows, in one sentence")
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class Finding(BaseModel):
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headline: str
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summary: str
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evidence: list[EvidenceRef] = Field(default_factory=list)
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confidence: ConfidenceLabel = ConfidenceLabel.UNCONFIRMED
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category: str | None = None
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date: str | None = None
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