Celes Renata
a72f336ad1
Multi-stage evidence-grounded inference architecture replacing the monolithic 9B model extraction pipeline. CPU-first specialist services handle routine extraction while the 9B vLLM model is preserved for semantic adjudication of ambiguous cases. Key components: - Capability-aware inference gateway (OpenAI-compatible + Ollama) - Endpoint registry with DB migrations and REST API - Sentence-aware document segmenter (property tests) - Deterministic financial parsing with offset integrity - Symbol resolution with ambiguity detection - Specialist service (GLiNER2, dynamic batching, K8s deployment) - Company-specific sentiment (FinBERT, calibration) - Retrieval-based novelty and duplicate detection - Confidence calibration pipeline - Deterministic routing engine (property tests) - 9B adjudication layer with VRAM gating - Stock-specific impact model (features, labels, baseline, trained) - Pipeline orchestrator (state machine, queues, leases, feature flags) - Bounded parallelism (async workers, semaphore, load shedding) - Observability (tracing, metrics, alerts) - Compatibility adapter (v3→v2 golden mapping tests) - Shadow/canary promotion framework - Active learning and fine-tuning pipeline Test results: 1,161 tests pass, ruff lint clean. All 282 spec tasks completed.
47 lines
1.2 KiB
Python
47 lines
1.2 KiB
Python
"""Benchmark configuration and comparison framework for Intelligence Pipeline v3.
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Defines extraction configurations for controlled comparison between the current
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production pipeline and corrected variants. Supports attribution of improvement
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sources (temperature fix, schema constraints, architecture changes).
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Validates: Requirements 16.2, 16.3, 16.5
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"""
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from services.intelligence_pipeline_v3.benchmark.comparison import (
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ComparisonReport,
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ConfigDelta,
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FieldDelta,
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ResourceDelta,
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compare_configurations,
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)
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from services.intelligence_pipeline_v3.benchmark.configurations import (
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BASELINE_CURRENT,
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BASELINE_STRICT_SCHEMA,
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BASELINE_TEMP_ZERO,
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BenchmarkConfig,
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StructuredOutputMode,
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list_configurations,
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)
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from services.intelligence_pipeline_v3.benchmark.runner import (
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BenchmarkDocumentResult,
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BenchmarkRun,
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BenchmarkRunner,
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)
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__all__ = [
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"BASELINE_CURRENT",
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"BASELINE_STRICT_SCHEMA",
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"BASELINE_TEMP_ZERO",
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"BenchmarkConfig",
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"BenchmarkDocumentResult",
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"BenchmarkRun",
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"BenchmarkRunner",
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"ComparisonReport",
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"ConfigDelta",
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"FieldDelta",
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"ResourceDelta",
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"StructuredOutputMode",
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"compare_configurations",
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"list_configurations",
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]
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