README.md

---
title: "Kalpanā API"
emoji: "🧠"
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: "5.16.0"
app_file: app.py
pinned: false
python_version: "3.12"
---

# Kalpanā AI API — External RIF + Any LLM

RIF Engine runs on free CPU. LLM inference via any provider (HF, Groq, OpenAI, etc.)

- 🧠 **RIF Engine** — 6.3 MB O(1) constant memory, unlimited context
- 🔌 **Bring Your Own LLM** — register any OpenAI-compatible provider
- 📦 **Knowledge Packs** — compile documents into portable .kp files
- 💰 **Token reduction** — 125x fewer tokens sent to LLM

**[View API Docs →](/docs)**