xai-org/x-algorithm

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

33483 stars · 5431 forks observed · 2026-10-03

What it is AI-extracted, prompt v1, taxonomy v1, 2026-09-28, confidence 0.92

X-Algorithm is an open-source Rust library that powers the For You feed on X. It combines in‑network and out‑of‑network content, applies filters, and ranks posts using a transformer model.

Use cases

• generate personalized post recommendations for a social media feed
• rank content based on predicted user engagement using ML models
• filter out posts that violate regional regulations or policies
• integrate a transformer‑based scoring system into a feed service
• build a recommendation engine for a micro‑blogging platform

When to choose

• you need a high‑performance, Rust‑based ranking engine for a social feed
• you want to customize or audit the recommendation logic of a large‑scale platform
• you require a library that supports both relevance retrieval and policy‑based filtering

When to avoid

• your project is not written in Rust and you cannot use FFI or rewrite the code
• you need a turnkey end‑user application rather than a library to embed
• you require a simple keyword‑based recommendation without ML components

Facets

library · maturity active

search-engine artificial-intelligence machine-learning large-language-models rust windows cross-platform cloud feed-algorithm for-you transformer-ranking content-recommendation social-media ranking filtering ml-model recommendation linux macos

Member repositories

For agents

markdown · JSON · MCP: product_card(name="xai-org/x-algorithm")