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Author:
Juan Carlos Quiceno Vasquez
License:
BSL-1.1
Summary:
Deterministic Observability Framework — formal governance, privacy benchmarks, and adversarial testing for multi-agent LLM systems
Latest version:
0.8.0
Required dependencies:
blake3
|
psutil
|
python-dotenv
|
pyyaml
|
rich
|
z3-solver
Optional dependencies:
accelerate
|
crewai
|
dof-sdk
|
fastapi
|
groq
|
gtts
|
langgraph
|
litellm
|
openpyxl
|
opentelemetry-api
|
opentelemetry-exporter-otlp
|
opentelemetry-sdk
|
pandas
|
psycopg2-binary
|
pytelegrambotapi
|
pytest
|
sounddevice
|
sqlalchemy
|
streamlit
|
torch
|
transformers
|
uvicorn
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