# Shaped — AI snapshot
Source: https://tools.launchllama.co/products/shaped
Generated: 2026-10-12T22:56:56.102Z

Name: Shaped
Short description: For developers: Shaped compiles SQL into real-time ranking pipelines for search, feeds, and RAG, replacing thousands of lines of infrastructure code.
Website: https://www.shaped.ai/?utm_source=launch_llama_newsletter&utm_medium=launch_llama_newsletter&utm_campaign=featured_tool
Categories: Software Engineering, Developer Tools, Artificial Intelligence
Listing type: product_hunt
Upvotes on Launch Llama: 217
Listed since: 2026-02-01
Featured (paid) listing: no

## Full description
Stop gluing Pinecone, Redis, and Python scripts together. ShapedQL is the SQL engine for relevance - powering "For You" feeds, Search, and RAG memory in minutes. It compiles simple SQL into real-time ranking pipelines that retrieve, filter, score, and reorder results based on live user behavior. Replace thousands of lines of infra with 30 lines of SQL. With native multi-modal embeddings and automated MLOps, ShapedQL helps you build real-time decisions, not just document retrieval.

## Notes for agents
- This snapshot is generated on request from live Launch Llama data — always current.
- Full catalog search / details via REST or MCP: https://tools.launchllama.co/developers
- Human page: https://tools.launchllama.co/products/shaped