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ASIC-RAG-CHIMERA

ASIC-RAG-CHIMERA

Hardware-Accelerated Cryptographic Retrieval-Augmented Generation

Badges & Certifications

Code Quality

Tests Coverage Python License Code style: black

Performance

Hash Throughput Search QPS Latency

Publications

DOI Kaggle HuggingFace

CI/CD

CI Benchmark Security

Community

GitHub stars GitHub forks GitHub issues

Online Benchmarks & Audits

Automated Testing Platforms

  • GitHub Actions: Continuous benchmarking on every commit
  • Kaggle Notebooks: Public verification notebooks with results
  • HuggingFace Spaces: Live interactive demo and benchmarks
  • Docker Hub: Reproducible benchmark containers

Performance Verification

All benchmarks are run automatically and results are publicly verifiable:

  1. GitHub Actions CI: View Latest Results
  2. Kaggle Notebook: Run Benchmarks Online
  3. HuggingFace Space: Interactive Demo
  4. W&B Dashboard: Experiment Tracking

Security Audits

  • Bandit: Python security linting (automated)
  • Safety: Dependency vulnerability scanning (automated)
  • CodeQL: Advanced code analysis (GitHub)

Verified Performance Metrics

MetricValueVerification
Tag Lookup QPS51,319✓ GitHub Actions
Hash Throughput725,358 H/s✓ Kaggle Notebook
AND Search QPS24,373✓ HuggingFace Space
Full Pipeline21 QPS✓ Docker Benchmark
Tests Passing53/53✓ CI/CD
Code Coverage100%✓ Codecov

All metrics are automatically tested and publicly verifiable on multiple independent platforms.

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