Agensight SDK
A simple SDK for tracing and evaluating AI agent workflows.
Installation
pip install --upgrade agensight
Quick Start
from agensight import init, trace, span
# Initialize Agensight
init(name="my-agent")
# Add tracing to your functions
@trace("my_workflow")
def my_function():
@span()
def my_subtask():
# Your code here
pass
return my_subtask()
Key Features
1. Tracing
- Auto-instrumented tracing of LLM calls
- Function execution tracking
- Agent interaction monitoring
- Performance metrics and token usage analytics
2. Evaluation
from agensight.eval.metrics import GEvalEvaluator
# Create custom evaluator
accuracy = GEvalEvaluator(
name="Accuracy",
criteria="Evaluate response accuracy",
threshold=0.7
)
# Use in your code
@span(metrics=[accuracy])
def my_function():
# Your code here
pass
3. Local Storage
- All data stored locally in
.agensight - No external data uploads
- Complete privacy and control
Dashboard
Start the dashboard to view traces and metrics:
agensight view
Visit http://localhost:5001 in your browser
Documentation
For detailed documentation, visit our docs.
Support
Join our GitHub Discussions for support and feature requests.
License
MIT License • © 2025 agensight contributors
2 maintainers
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
agensight-0.6.3.tar.gz
(1.1 MB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file agensight-0.6.3.tar.gz.
File metadata
- Download URL: agensight-0.6.3.tar.gz
- Upload date:
- Size: 1.1 MB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/6.1.0 CPython/3.12.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d52d9d0dddd2de711d7f51953439f7b6ad02844ff2670f62b71f85356401cac8
|
|
| MD5 |
10fc6a3f14200cb4218fa5a95e4ce244
|
|
| BLAKE2b-256 |
ce0c196811b5d09806e6edb01b615aac37d27a08deb24678cafc7102e8975484
|
File details
Details for the file agensight-0.6.3-py3-none-any.whl.
File metadata
- Download URL: agensight-0.6.3-py3-none-any.whl
- Upload date:
- Size: 1.2 MB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via:
twine/6.1.0 CPython/3.12.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
61b34efd9d76a7c41806323bbf649762b155c4544bf67d067f37e0a6ebc8d1ff
|
|
| MD5 |
7eae08180501106835ef4d4722199e40
|
|
| BLAKE2b-256 |
11942c3b88040cfeaaa517c2a1284aab1a7545970e11205af5a9ab8e6f434c8c
|
