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Author:
None
License:
MIT
Summary:
ContextOps toolkit for production AI agents: compile, audit, govern, visualize, and optimize LLM context before every model call. Token budgets, policy governance, PII/secret scanning, Context Bill of Materials, context diffing, Context MRI, and MCP tool budgeting. Framework-agnostic. Local-first. Deterministic.
Latest version:
0.3.0
Required dependencies:
pydantic
|
rich
|
typer
Optional dependencies:
anthropic
|
build
|
jinja2
|
langchain-core
|
mypy
|
networkx
|
openai
|
plotly
|
pytest
|
pytest-asyncio
|
pytest-cov
|
pyyaml
|
requests
|
rich
|
ruff
|
tiktoken
|
twine
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