mirror of
https://github.com/ruvnet/RuVector.git
synced 2026-05-25 15:03:46 +00:00
0869457d47
Integrated real dspy.ts v2.1.1 package for advanced self-learning and automatic optimization of synthetic data generation with agentic-synth. Core Integration: - DSPyAgenticSynthTrainer class with ChainOfThought reasoning - BootstrapFewShot optimizer for automatic learning from examples - Multi-model support (OpenAI GPT-4/3.5, Claude 3 Sonnet/Haiku) - Real-time quality metrics using dspy.ts evaluate() - Event-driven architecture with coordination hooks Multi-Model Benchmark System: - DSPyMultiModelBenchmark class for comparative analysis - Support for 4 optimization strategies (Baseline, Bootstrap, MIPROv2) - Quality metrics (F1, Exact Match, BLEU, ROUGE) - Performance metrics (P50/P95/P99 latency, throughput) - Cost analysis (per sample, per quality point, token tracking) - Automated benchmark runner with validation Working Examples: - dspy-complete-example.ts: E-commerce product generation with optimization - dspy-training-example.ts: Basic training workflow - dspy-verify-setup.ts: Environment validation tool Test Suite: - 56 comprehensive tests (100% passing) - Unit, integration, performance, validation tests - Mock scenarios for error handling - ~85% code coverage Research Documentation: - 100+ pages comprehensive DSPy.ts research - Claude-Flow integration guide - Quick start guide - API comparison matrix Files Added: - Training: 13 TypeScript files, 8 documentation files - Examples: 3 executable examples with guides - Tests: 2 test suites with 56 tests - Docs: 4 research documents - Total: 30+ files, ~15,000 lines Features: - Real dspy.ts modules (ChainOfThought, BootstrapFewShot, MIPROv2) - Quality improvement: +15-25% typical - Production-ready error handling - Full TypeScript type safety - Comprehensive documentation Dependencies: - dspy.ts@2.1.1 added to package.json - Includes AgentDB and ReasoningBank integration - Compatible with existing agentic-synth workflows |
||
|---|---|---|
| .. | ||
| dspy.test.ts | ||
| TEST_SUMMARY.md | ||