cat d84f98799b Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis ...

## Added

### Core framework
- src/llm_client.py — Ollama API wrapper for local Docker inference
- src/samples.py — Embedded benchmark datasets (GSM8K/MATH/AIME + Chinese)
- src/run_all.py — Unified experiment runner

### Phase 1: Baselines
- src/baseline/benchmark.py — IO, CoT, CoT-SC, ToT evaluation with Chinese support

### Phase 2: AGoT
- src/agot/agot.py — AGoT core algorithm (6 agent types, recursive decomposition)
- src/agot/graph_utils.py — DAG graph data structure with cycle detection
- src/agot/prompts.py — 6 agent prompt templates (EN + ZH)
- src/agot/run.py — AGoT experiment runner

### Graph Analysis
- src/graph_analysis/reasoning_graph.py — Graph property computation (cyclicity, diameter, small-world)
- src/graph_analysis/visualize.py — Visualization charts

### Documentation
- docs/graph_reasoning_principles.md — Comprehensive principles document
- docs/next_steps.md — Roadmap for reliable reasoning tool

### Experiment Results
- GSM8K/MATH baselines on qwen2.5:32b and qwq:latest
- AGoT validation (100% on small sample)
- Chinese dataset benchmarks (C-GSM8K, CMATH)
- Graph property analysis confirming Topology of Reasoning findings

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..

figures

Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis

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c_gsm8k_CoT_qwen2.5_32b_20260703_182254.json

Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis

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c_gsm8k_IO_qwen2.5_32b_20260703_182050.json

Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis

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cmath_CoT_qwen2.5_32b_20260703_183401.json

Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis

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cmath_IO_qwen2.5_32b_20260703_183157.json

Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis

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gsm8k_AGoT_d2_l2_qwen2.5_32b_20260703_153900.json

Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis

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gsm8k_CoT_qwen2.5_32b_20260703_144903.json

Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis

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gsm8k_CoT_qwen2.5_32b_20260703_150510.json

Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis

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gsm8k_CoT_qwq_latest_20260703_153231.json

Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis

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gsm8k_IO_qwen2.5_32b_20260703_144649.json

Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis

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gsm8k_IO_qwen2.5_32b_20260703_144722.json

Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis

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gsm8k_IO_qwen2.5_32b_20260703_150051.json

Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis

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gsm8k_IO_qwq_latest_20260703_152126.json

Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis

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math_CoT_qwen2.5_32b_20260703_151621.json

Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis

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math_IO_qwen2.5_32b_20260703_151016.json

Phase 1 & 2: Baseline experiments + AGoT implementation + reasoning graph analysis

2026-07-03 22:23:42 +08:00