Pantry Atlas

Culinary AI & Ingredient Knowledge Graph

Knowledge Graphs Gemini 3 RAG Architecture Graph Visualization Recipe Intelligence

AI: Gemini (Active)

Hello! I'm your culinary knowledge assistant. I can help you search ingredients, find substitutions, discover flavor pairings, and suggest recipe combinations. Just ask - I'll cook up an answer.

Try asking:

Knowledge Graph

Loading knowledge graph...

Dairy

Dairy-Alt

Protein

Grains

Vegetables

Aromatics

Herbs

Spices

Oils

Sauces

Nuts

Sweeteners

Baking

Acids

Liquids

Ingredient Details

Click any ingredient to explore its substitutions, pairings, and dietary info

Overview

Pantry Atlas pairs a structured knowledge graph with conversational AI to create a cooking assistant that actually understands food. The graph maps relationships between hundreds of ingredients - what substitutes for what, which flavors pair well, and how dietary restrictions connect to ingredient choices. Explore the interactive visualization with category filtering and hover tooltips, or ask the AI for precise, context-aware answers grounded in the knowledge graph.

Key Features

RAG-Enhanced Responses

Queries extract focused context from the knowledge graph before hitting the AI, ensuring responses are grounded in real ingredient data rather than hallucinated.

Complete Recipes

Ask for any recipe and get full ingredients, measurements, and step-by-step instructions - the AI generates complete, cookable recipes on demand.

Smart Search

Search ingredients by name, dietary tag (vegan, gluten-free), cuisine (Italian, Asian), or category (protein, herb) - all from a single unified search.

Interactive Graph Explorer

Browse all 240+ ingredients with instant search, clickable category legend, hover tooltips on nodes and edges, and keyboard shortcuts. Click any ingredient to ask the AI about it.

Technology Stack

AI Model: Gemini 3 with RAG (Retrieval-Augmented Generation)
Knowledge Graph: Custom ontology with 240+ ingredients, substitution rules, and flavor pairings
Architecture: Focused context extraction - queries retrieve only relevant graph data
Features: Cuisine exploration, substitution ratios with confidence scores, dietary-aware search
Frontend: Cytoscape.js visualization, instant search, clickable legend filtering, edge tooltips with relationship details, keyboard navigation, vanilla JavaScript

Well-Seasoned Engineering

240 ingredients. 200+ relationships. Carefully balanced architecture. Explore the rest.

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