no-llm

My personal site ✌🏼.

A guide on how to avoid AI

A local CLI for logging predictions before the outcome and checking whether your "80% sure" comes true 80% of the time.

Awesome list of software not using LLMs or similar features.

A way to tell your contributors that you wrote the code yourself

Biomimetic cognitive memory system for AI agents, brain-inspired persistence with synaptic plasticity, hybrid PPMI+SVD vector search, LTP/LTD, and inter-agent shared cortex. Pure Python + SQLite, zero heavy dependencies.

Deterministic compiler for coding-agent config

A No-LLM AI that answers by quoting facts from a knowledge graph and shows its reasoning. Local-first, source-traceable. Own your intelligence.

Local, deterministic semantic search built from textbook parts - measured, defeats included. A didactic experiment that runs in production.

Python package for privacy-first sanitization of text and OCR/image inputs before LLM processing.

Deadline-bounded local search fan-out with source-explicit JSON receipts for agents and engineers.

RuleBot is a deterministic, rule-based AI chatbot built on the IPO (Input → Process → Output) model. No ML. No LLM. Just clean control flow and O(1) dictionary logic. Built for DecodeLabs Batch 2026 to demonstrate the foundation of AI guardrail systems before moving to probabilistic models.

A rule-based AI hospitality concierge demo built with FastAPI & Streamlit. Features transparent logic, multi-tier member policies, and A2A protocol simulation. 100% Open Source, No LLM required. Live Demo: https://a2a-hospitality-simple.onrender.com

Inductive program synthesis for JS/TS with library learning. No LLM, no GPU. Give it I/O examples, get back a verified, deterministic function.

Free prospect intelligence from public web signals: loyalty platform, CRM/ESP, live offers, voucher-code circulation, referral and student platforms, CDP, real app adoption. No API keys, no LLM, no cost. Config-driven scoring.

A No-LLM AI that answers by quoting facts from a knowledge graph and shows its reasoning. Local-first, source-traceable. Own your intelligence.

Deterministic (12×7)+10 knowledge network from technical documents — no LLM, no cloud, runs on a Pi

Fault Detection, Isolation and Recovery system for spacecraft telemetry with Rust. A project to learn the basics of Rust.

A simple Command Line Interface (CLI) application for managing your tasks, built with Java and Maven.

An international student's standing across the three offices that decide it. Deterministic rule engines over cited, dated rule packs — and it says so when it doesn't know.