AI Demo Hub

High Encode Learning is a composable platform for plugging in prompt safety, retrieval-augmented learning, and data pipeline components—so your teams can move from prototype to production without rewriting the core.

Composable AI surfaces

Mix and match scanners, retrieval engines, and orchestrated pipelines that plug into High Encode Learning’s shared platform primitives.

Production safety nets

Policy guardrails, prompt firewalls, and observability baked in so you can ship faster without compromising trust.

Delivery-ready data

Automated enrichment flows keep embeddings, catalogs, and analytics in sync across the rest of your stack.

Core demos

Each experience is built to be swapped in or orchestrated together—prompt defenses, retrieval QA, and resilient data flows all under the same roof.

Prompt Injection Scanner

PromptDefenders

Detects prompt injection attempts, jailbreak patterns, and unsafe tool calls before they ever reach your production agents.

Key tech

Next.js
FastAPI
LangChain
TypeScript

See code

See demo

RAG Answering Engine

CSBrainAI

Retrieves the right lecture, lab, or note set and streams grounded answers across course and knowledge content.

Key tech

Next.js
Python
Supabase
OpenAI

See code

See demo

Product Scraper & Data Pipeline

ShopMatch

Scrapes product catalogs, enriches each SKU, and hands clean data to your merchandising or attribution stack.

Key tech

n8n
Playwright
Python
PostgreSQL

See code

See demo