What is EnergeticAI?

EnergeticAI is an open‑source TensorFlow.js library designed for Node.js applications, especially serverless environments. It provides pre‑trained embeddings, text classifiers, and planned semantic search models that can be loaded in seconds. The API supports simple calls such as `initModel(modelSource)` and `model.

embed([hello,world])` with a `distance` function for similarity calculations. EnergeticAI achieves fast cold‑start times (≈3.7 s) and warm‑start speeds (≈2.2 s) with a compact module size (≈55 kB), delivering up to 67× faster inference in serverless functions compared to vanilla TensorFlow.

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EnergeticAI's key features

Optimized TensorFlow.js for serverless
Fast cold-start performance
Small module size
Pre-trained sentence embeddings
Text classification with few examples
Node.js NPM package
Apache 2.0 open-source license

EnergeticAI use cases

Deploy a serverless semantic search endpoint in your Node.js app, achieving sub‑4‑second cold starts and 67× faster inference for lightning‑fast query results
Create a real‑time text classifier microservice on AWS Lambda or Vercel using EnergeticAI’s tiny TensorFlow.js embeddings—zero external dependencies and instant scaling
Embed instant intent recognition in a Node.js chatbot, delivering privacy‑preserving responses with negligible latency and no cloud inference

Who is it for?

Software developers
Machine learning engineers
Data analysts
Technical writers
System administrators