log10js v0.0.3

log10

⚡ Unified LLM data management ⚡

Quick Install

npm install log10js
yarn add log10js

🤔 What is this?

A JavaScript integration to manage your LLM data.

const { Configuration, OpenAIApi } = require("openai");
const log10 = require("log10js");

const configuration = new Configuration({
  apiKey: process.env.OPENAI_API_KEY,
});

const log10_OpenAIApi = log10(OpenAIApi);
const openai = new log10_OpenAIApi(configuration);

Access your LLM data at log10.io

See full example

🚀 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.

const { OpenAI } = require("langchain/llms/openai");
const { Configuration, OpenAIApi } = require("openai");
const log10 = require("log10js");

const log10_OpenAIApi = log10(OpenAIApi);
const openai = new log10_OpenAIApi(
  new Configuration({
    apiKey: process.env.OPENAI_API_KEY,
  })
);
let model = new OpenAI();
model.client = openai;

// Run any chain here...

See full example

📝📊 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.