# Author RAG Chatbot SaaS — Python Dependencies
# ─────────────────────────────────────────────────────────
# Install: pip install -r requirements.txt
# Update this file after any dependency change (RULES.md #59)
# ─────────────────────────────────────────────────────────

# ── Core Framework ────────────────────────────────────────
fastapi==0.115.9
uvicorn[standard]==0.32.1
python-multipart==0.0.9
pydantic[email]==2.10.6
email-validator==2.1.1
pydantic-settings==2.7.1

# ── Database ──────────────────────────────────────────────
sqlalchemy[asyncio]==2.0.30
asyncpg==0.29.0
aiosqlite==0.20.0
alembic==1.13.1
greenlet==3.0.3

# ── Redis ─────────────────────────────────────────────────
redis[hiredis]==5.0.4

# ── Auth ──────────────────────────────────────────────────
python-jose[cryptography]==3.3.0
bcrypt==4.1.3
pyotp==2.9.0           # TOTP for SuperAdmin 2FA
qrcode[pil]==7.4.2     # QR code for TOTP setup

# ── OpenAI ────────────────────────────────────────────────
openai==1.30.1
tiktoken==0.7.0
tenacity>=8.2.3                # LLM retry with exponential backoff (Phase 2A)

# ── Vector Database ───────────────────────────────────────
chromadb==0.5.0
numpy==1.26.4                  # chromadb 0.5.x incompatible with NumPy 2.x
rank-bm25==0.2.2               # Lightweight pure-Python BM25 for hybrid retrieval


# ── Free Local ML Models ──────────────────────────────────
sentence-transformers==3.0.1   # MiniLM intent + book confidence
torch==2.3.0                    # Required by sentence-transformers
transformers==4.41.1            # BART summarizer + NLI model
accelerate==0.30.0              # Faster model inference

# ── Document Parsing ──────────────────────────────────────
pypdf2==3.0.1                  # PDF text extraction
ebooklib==0.18                  # EPUB parsing
python-docx==1.1.0              # DOCX parsing
python-magic==0.4.27            # MIME type detection by magic bytes

# ── Celery (Background Tasks) ─────────────────────────────
celery[redis]==5.4.0
flower==2.0.1                   # Celery monitoring UI

# ── Analytics / Geo ───────────────────────────────────────
maxminddb==2.6.0               # MaxMind GeoLite2 reader
user-agents==2.2.0              # Browser/device detection

# ── HTTP Client (for URL validation) ──────────────────────
httpx==0.27.0

# ── Logging ───────────────────────────────────────────────
structlog==24.2.0

# ── Observability (R-159) ─────────────────────────────────
prometheus_client==0.20.0
sentry-sdk[fastapi]==2.5.1

# ── Testing ───────────────────────────────────────────────
pytest==8.2.1
pytest-asyncio==0.23.7
pytest-cov==5.0.0
httpx==0.27.0                  # Test client for FastAPI
behave==1.2.6                   # BDD test runner
factory-boy==3.3.0              # Test data factories

# ── Dev Tools ─────────────────────────────────────────────
python-dotenv==1.0.1
mypy==1.10.0
ruff==0.4.5                     # Linter + formatter

# ── Billing ────────────────────────────────────────────────
stripe>=10.0.0                  # Stripe SDK (billing, Connect, webhooks)

# ── Testing extras ────────────────────────────────────────
fakeredis[aioredis]>=2.23.0     # In-memory Redis for tests (no real Redis needed)

# ── Enterprise / SSO (optional — install on Enterprise tier) ──
dnspython>=2.6.0              # Custom domain TXT verification
python3-saml>=1.16.0          # SAML 2.0 SSO