no-llm 开源项目推荐（54 个）

muan /site

My personal site ✌🏼.

Vxrpenter /AIMania

A guide on how to avoid AI

Anbu-00001 /Anamnesis

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

Supercip971 /by-human

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

oAGoulart /awesome-nollm

Awesome list of software not using LLMs or similar features.

dennysjmarquez /MemoryBioRAG

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.

alexvinola /stemma-cli

Deterministic compiler for coding-agent config

hermes-labs-ai /supersearch

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

Cozystone /ATANOR-Demo

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

akunavich /universal-pii-firewall

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

andrechen1985 /a2a-hospitality-simple

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

Dominionai /RULE-BASED-AI-CHATBOT

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.

Abick91 /synthcore

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

StefanRohringer /me-system

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

Cozystone /ATANOR

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

buvaneswaraneb /Task-Cli

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

ThomasLeMontagner /rust-satellite-fdir

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

suhmantics-droid /signal-scan

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.

SandeepMadhavarapu /PathWise

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.

alexxb2mg-svg /Mosaic

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