Skip to main content

Tselora

License Python 3.12+ PyPI

The execution shadow for intelligent systems.

Tselora records what an existing agent actually did as structured events, then reconstructs the execution graph, timeline, node state, and causal links. It is not an agent framework or orchestrator. It sits beside agents you already run.

Install the SDK from PyPI. Usage examples and the demo GIF live in the public repository.

Python package: tselora 0.1.6 (pip install tselora).

Install

Python 3.12+.

pip install tselora
# optional extras:
pip install "tselora[otel]"
pip install "tselora[langgraph]"
pip install "tselora[openai-agents]"
pip install "tselora[crewai]"

The wheel ships core, sdk, server, adapters, and the tselora CLI (tselora serve).

Quickstart

tselora serve
git clone https://github.com/Tselora/Tselora.git
cd Tselora
TSELOA_COLLECTOR_URL=http://127.0.0.1:8000 python examples/simple_agent.py

Live one-run viewer: execution graph, run status, node list, and timeline

License

Apache License 2.0

Release files for tselora 0.1.6

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for tselora 0.1.6
File Size Uploaded
tselora-0.1.6.tar.gz 1.2 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for tselora 0.1.6
File Interpreter ABI Platform
tselora-0.1.6-py3-none-any.whl Python 3 none any Details

Total release size: 1.2 MB

Release files / tselora-0.1.6.tar.gz

Download URL tselora-0.1.6.tar.gz
Size 1.2 MB
Tags Source
SHA-256 checksum
How to use checksums
496a6f9e58a8868eed138164bcd2955df74dafaeb03c0fc3b8e03b50072ea61a
BLAKE2b-256 checksum
How to use checksums
c5c783dfd3569031a1060f544de0b2865be6eef3f89a76f9554fa47bce4f6417
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.7

Release files / tselora-0.1.6-py3-none-any.whl

Download URL tselora-0.1.6-py3-none-any.whl
Size 62.2 kB
Tags Python 3
SHA-256 checksum
How to use checksums
10cbca47040fc2f3cd9c0ef9026c9ca12203ccbd3b0fa1e64228ce41b7028dad
BLAKE2b-256 checksum
How to use checksums
7c5c145b5bab6ddc0e1988540e8687f5b1fb39c8be353d44de8c261efc146c6c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.7

Release history Release notifications | RSS feed

0.1.7

2 release files

This release

0.1.6 This release

2 release files

0.1.5

2 release files

0.1.4

2 release files

0.1.3

2 release files

0.1.2

2 release files

0.1.1

2 release files

0.1.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page