Unified LLM data management
Project description
log10
⚡ Unified LLM data management ⚡
Quick Install
pip install log10-io
🤔 What is this?
A one-line Python integration to manage your LLM data.
import openai
from log10.load import log10
log10(openai)
# all your openai calls are now logged
Access your LLM data at log10.io
🚀 What can this help with?
🔍🐞 Prompt chain debugging
Prompt chains such as those in Langchain can be difficult to debug. Log10 provides prompt provenance, session tracking and call stack functionality to help debug chains.
📝📊 Logging
Log all your OpenAI calls to compare and find the best prompts, store feedback, collect latency and usage metrics, and perform analytics and compliance monitoring of LLM powered features.
🧠🔁 Readiness for RLHF & self hosting
Use your data and feedback from users to fine-tune custom models with RLHF with the option of building and deploying more reliable, accurate and efficient self-hosted models.
👥🤝 Collaboration
Create flexible groups to share and collaborate over all of the above features
⚙️ Setup
Create a free account at log10.io to get a LOG10_TOKEN
and a LOG10_ORG_ID
. Please add these to your environment along with LOG10_URL=https://log10.io
.
💬 Community
We welcome community participation and feedback. Please leave an issue, submit a PR or join our Discord.
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