requirements.txt

# ── Core Agent Dependencies ──────────────────────────────────────────────────
openai>=1.30.0
anthropic>=0.25.0
python-dotenv>=1.0.0
httpx>=0.27.0
tenacity>=8.3.0               # retry with exponential backoff
pydantic>=2.7.0
pydantic-settings>=2.2.0

# ── SWE-bench ────────────────────────────────────────────────────────────────
datasets>=2.19.0              # HuggingFace datasets for SWE-bench Lite
gitpython>=3.1.43
unidiff>=0.7.5                # unified diff parsing

# ── AST & Code Understanding ─────────────────────────────────────────────────
tree-sitter>=0.22.0
tree-sitter-python>=0.22.0
networkx>=3.3

# ── Retrieval & Localisation ─────────────────────────────────────────────────
rank-bm25>=0.2.2
faiss-cpu>=1.8.0
sentence-transformers>=3.0.0
transformers>=4.41.0
torch>=2.3.0

# ── Caching ───────────────────────────────────────────────────────────────────
diskcache>=5.6.3
redis>=5.0.4
hiredis>=2.3.2

# ── Experiment Tracking ───────────────────────────────────────────────────────
mlflow>=2.13.0

# ── API & Backend ─────────────────────────────────────────────────────────────
fastapi>=0.111.0
uvicorn[standard]>=0.29.0
celery[redis]>=5.4.0
websockets>=12.0

# ── Fine-tuning ───────────────────────────────────────────────────────────────
peft>=0.11.0
bitsandbytes>=0.43.0
accelerate>=0.30.0
trl>=0.9.0

# ── Uncertainty / Conformal Prediction ────────────────────────────────────────
scipy>=1.13.0
scikit-learn>=1.4.0
numpy>=1.26.0

# ── Observability ─────────────────────────────────────────────────────────────
structlog>=24.1.0
prometheus-client>=0.20.0
slowapi>=0.1.9

# ── Visualisation / Reporting ─────────────────────────────────────────────────
matplotlib>=3.9.0
seaborn>=0.13.0
rich>=13.7.0                  # beautiful CLI output