Python SDK for Torrix AI observability and tracing
Project description
Torrix Python SDK
Torrix is a self-hosted LLM observability platform. This SDK wraps your OpenAI and Anthropic clients to log every call automatically. Tokens, cost, latency, and full prompt traces go straight to your dashboard.
Installation
pip install torrix
Quick start
import torrix
from openai import OpenAI
torrix.init(api_key="trxk_...", base_url="http://localhost:8088")
client = torrix.wrap(OpenAI(api_key="sk-..."))
response = client.chat.completions.create(
model="gpt-4o-mini",
messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)
Anthropic
from anthropic import Anthropic
client = torrix.wrap(Anthropic(api_key="sk-ant-..."))
response = client.messages.create(
model="claude-3-5-sonnet-20241022",
max_tokens=1024,
messages=[{"role": "user", "content": "Hello!"}],
)
print(response.content[0].text)
LangChain
from torrix.wrappers.langchain_callback import TorrixCallbackHandler
from langchain_openai import ChatOpenAI
torrix.init(api_key="trxk_...", base_url="http://localhost:8088")
handler = TorrixCallbackHandler()
llm = ChatOpenAI(model="gpt-4o-mini", callbacks=[handler])
response = llm.invoke("What is the capital of France?")
Optional extras
pip install torrix[openai] # pins openai>=1.0
pip install torrix[anthropic] # pins anthropic>=0.20
pip install torrix[all] # both
Running Torrix
curl -o docker-compose.yml https://raw.githubusercontent.com/torrix-ai/install/main/docker-compose.community.yml
docker compose up
Opens at http://localhost:8088. Community edition is free forever.
Links
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
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 torrix-0.2.0.tar.gz.
File metadata
- Download URL: torrix-0.2.0.tar.gz
- Upload date:
- Size: 8.6 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.13.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
f75d7f0b9fc109ad25b74ba27c97b896b89fe242efb77d29ea6733d02d7435cd
|
|
| MD5 |
6c5970c86c750c18edabf864699b69f5
|
|
| BLAKE2b-256 |
6569c71a72eb63dfcd74eca4509ef87d4224b2b7255c7c343c43b759e316496b
|
File details
Details for the file torrix-0.2.0-py3-none-any.whl.
File metadata
- Download URL: torrix-0.2.0-py3-none-any.whl
- Upload date:
- Size: 10.9 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.13.4
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d95f20a3710cc96022de927d5930a818cc5273b79be5da8703931a0189a50fa9
|
|
| MD5 |
e85404a5083de8ff8ab010a3b6cab4c6
|
|
| BLAKE2b-256 |
f1d22eeaed0e850e8322fc0c11ab434ac7a2d5da34723550657e9ac515eb6467
|