Installation

Requirements

• Python 3.10+
• Optional: Redis for distributed cache (fallback file cache included)

Install from PyPI

pip install toolweaver

Optional extras (choose what you need)

Use extras to pull in integrations without bloating installs.

Extra	Includes	When to use	Why
toolweaver[azure]	Azure AI Vision, Identity	Using Azure Computer Vision tools	Azure CV SDK for image analysis
toolweaver[openai]	OpenAI Python SDK	Using OpenAI models	GPT-4, ChatGPT API access
toolweaver[anthropic]	Anthropic SDK	Using Claude models	Claude 3, 3.5 API access
toolweaver[redis]	Redis client deps	You have Redis for distributed cache	Faster shared caching vs file cache
toolweaver[vector-db]	Qdrant client deps	You use semantic search/vector DB	Better tool retrieval at scale
toolweaver[monitoring]	WandB, Prometheus deps	You need metrics/export	Observability for prod
toolweaver[all]	All above	You want everything preinstalled	One-shot setup

Examples:

pip install toolweaver[openai]              # Just OpenAI
pip install toolweaver[azure,anthropic]     # Multiple providers
pip install toolweaver[all]                 # Everything

Env hints - Azure: AZURE_CV_ENDPOINT=..., AZURE_CV_KEY=... - OpenAI: OPENAI_API_KEY=... - Anthropic: ANTHROPIC_API_KEY=... - Redis: REDIS_URL=redis://... (or rediss:// for TLS) - Vector/Qdrant: QDRANT_URL=..., QDRANT_API_KEY=... - Metrics: ANALYTICS_BACKEND=prometheus|otlp|sqlite, plus backend-specific envs

Verify

python - <<"PY"
from orchestrator import get_available_tools
print("Tools loaded:", len(get_available_tools()))
PY