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README.md 2026-02-26 1.2 kB
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What's New

Pluggable NLI Backends

  • NLIScorer(backend="minicheck") — MiniCheck-DeBERTa-L as alternative to default DeBERTa
  • Graceful fallback to heuristic when backend package not installed

Native LLM Providers

  • CoherenceAgent(provider="openai") — reads OPENAI_API_KEY from env
  • CoherenceAgent(provider="anthropic") — reads ANTHROPIC_API_KEY from env
  • Backward-compatible: llm_api_url= and default mock still work

CLI Benchmark Runner

  • director-ai eval --dataset aggrefact --max-samples 100 --output results.json
  • Delegates to benchmark suite with comparison table output

Streaming Halt Callbacks

  • StreamingKernel(on_halt=callback) — fires with StreamSession on halt
  • SafetyKernel(on_halt=callback) — fires with score on halt

SQLite Usage Dashboard

  • GET /v1/stats — summary statistics
  • GET /v1/stats/hourly — hourly breakdown
  • GET /v1/dashboard — inline HTML dashboard
  • Auto-records all reviews via the API server

Fixes

  • CI type check now excludes benchmarks directory from mypy
  • Docs workflow no longer requires deleted [research] extra

Full Changelog: https://github.com/anulum/director-ai/compare/v1.0.0...v1.1.0

Source: README.md, updated 2026-02-26