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v0.1.0-alpha: Real-Time Ingestion & Local ONNX Inference

v0.1.0-alpha: Real-Time Ingestion & Local ONNX Inference Pre-release
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@Edge-Explorer Edge-Explorer released this 18 Jul 06:28
v0.1.0-alpha
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🚀 QuantIQ v0.1.0-alpha Release

We are excited to launch the first official preview of QuantIQ! This release consolidates our foundational real-time data ingestion pipeline and local ML inference engine.

Key Features Included:

  • Redpanda Cloud Kafka Pipeline: Real-time tick ingestion polling Yahoo Finance every 5 seconds, publishing ticks via Redpanda, and broadcasting live ticks to clients over WebSockets.
  • Local ONNX Model Classifier: Zero-cost ML inference on startup running RandomForestClassifier inside FastAPI CPU process under 5ms.
  • NeonDB Serverless PostgreSQL: Complete schema migration layer tracking strategy logs, asset alert thresholds, and watchlist records.
  • GitHub Actions CI/CD: Automatic lint verification (Ruff) and build safety validation (TypeScript Vite compiler) configured on all commits.

Open source contributions are welcomed! Check out CONTRIBUTING.md to get set up locally and review our active GitHub Issues page to claim a task.

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