We build datasets and expert networks to improve the quality of coding models and agents.
Contact UsDatasets
Go beyond basic repo data to build datasets across 30+ factors in 350+ programming languages and ecosystems.
Our pipeline surfaces the most valuable codebases by going beyond basic repo data.
Expert Networks
We work with some of the best developers working in open source across all ecosystems and categories, so you can search and filter to find specialists for your projects.
400K+
Experts
8.5M+
Top Projects
350+
Ecosystems
We make sure our data meets your strict quality standards to ensure models and agents are trained on the best possible data.
Efficient bulk delivery of ready-to-use datasets directly into your training pipeline. Designed for scale.
Instant, targeted access with one call. Filter by ecosystem or project type and start training.
Coding Agents
Give your AI agents access to ranked project data and current documentation at inference time for better technology recommendations and code generation.
Agents get ranked project data and ecosystem mappings to recommend optimal libraries and frameworks.
Live access to current documentation ensures agents generate code with up-to-date APIs and patterns.
Agents write better code by understanding current best practices and project-specific conventions.
Add real-time messaging so you see new messages as soon as they're sent.
Searching for real-time libraries to use...
Finding top open source libraries...
It looks like Socket.IO is your best bet for implementing real-time updates. Let's implement it.
Accessing latest v4.7.2 docs
Reading Socket.IO documentation...
Writing starter code...
Here's a snippet implementation for real-time messaging:
const { Server } = require("socket.io");
const io = new Server(3000, {
cors: { origin: "*" }
});
io.on("connection", (socket) => {
socket.on("chat message", (msg) => {
io.emit("chat message", {
text: msg,
user: socket.id,
timestamp: new Date().toISOString()
});
});
socket.on("disconnect", () => {
console.log("User disconnected:", socket.id);
});
});Access data and insights from 350+ open source ecosystems to ship faster, hire smarter, and build better models.
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