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.
31 lines
873 B
Python
31 lines
873 B
Python
"""Sentence-aware document segmenter for Intelligence Pipeline v3.
|
|
|
|
Replaces the 8,000-character truncation with full-document, sentence-aware
|
|
chunking that preserves source offsets, section boundaries, speaker turns,
|
|
and boilerplate detection.
|
|
"""
|
|
|
|
from services.intelligence_pipeline_v3.segmenter.boilerplate import (
|
|
score_boilerplate,
|
|
)
|
|
from services.intelligence_pipeline_v3.segmenter.models import DocumentChunk
|
|
from services.intelligence_pipeline_v3.segmenter.segmenter import Segmenter
|
|
from services.intelligence_pipeline_v3.segmenter.strategies import (
|
|
ArticleStrategy,
|
|
ChunkStrategy,
|
|
FilingStrategy,
|
|
MacroEventStrategy,
|
|
TranscriptStrategy,
|
|
)
|
|
|
|
__all__ = [
|
|
"ArticleStrategy",
|
|
"ChunkStrategy",
|
|
"DocumentChunk",
|
|
"FilingStrategy",
|
|
"MacroEventStrategy",
|
|
"Segmenter",
|
|
"TranscriptStrategy",
|
|
"score_boilerplate",
|
|
]
|