Profile, analyze, and optimize token consumption in LLM-powered applications and agentic workflows.
Project description
AgenticLens
An open-source profiler for AI agents that analyzes token usage, cost, latency, and optimization opportunities across LLM workflows.
Install (development)
uv sync --extra dev
Usage
from agenticlens import profile, step
with profile("Customer Support"):
with step("Planner", type="planner") as s:
response = planner_llm.invoke(prompt)
s.record(response)
Development
uv run pytest # tests
uv run ruff check . # lint
uv run ruff format . # format
uv run mypy # type check
See AgenticLens_Spec.md for the full project specification and ROADMAP.md for what's planned beyond the MVP.
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