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LifestyleBeginner

Wine Collection Search

962 bottles catalogued

@prades_maxime
1-2 hours to implement
Source: dev.to
Knowledge BaseData ImportNatural LanguageWine

The Story

@prades_maxime had a large wine collection but no easy way to search and query it. He had CSV data with all the bottle information, but wanted a conversational interface to explore his cellar. The solution was elegant: import the CSV into Moltbot's knowledge base, enabling natural language queries like 'What should I pair with lamb tonight?' or 'Show me all my Burgundies from 2015.' Now his entire 962-bottle collection is accessible through chat.

"'What should I open with lamb tonight?' gets a proper answer. It's like having a sommelier in my pocket."

β€” @prades_maxime

πŸ”§ How It Works

CSV data is imported into Moltbot's persistent memory, with custom formatting for wine-related queries.

1

1. Data Preparation

Exported wine inventory to CSV with columns: name, vintage, region, varietal, price, rating, tasting notes.

Added metadata like drinkability window, food pairings, and storage location for richer queries.

2

2. Knowledge Base Import

Imported CSV into Moltbot's memory system using specialized wine knowledge formatting.

Moltbot indexed the data for fast retrieval and learned wine-specific terminology and concepts.

3

3. Natural Language Queries

Can now ask questions in plain English and get intelligent recommendations.

Supports complex queries: 'Best wines under $50 for a steak dinner' or 'What should I drink now from my collection?'

Tech Stack Used

CSV ImportKnowledge BaseNatural Language ProcessingWine Domain Knowledge

πŸ“Š Results

962
Bottles Catalogued
Unlimited
Query Types
~2 hours
Setup Time
95%+
Accuracy

πŸ› οΈ Moltbot Skills Used

Data Import

CSV to knowledge base

Natural Language

Conversational queries

Domain Knowledge

Wine-specific intelligence

Recommendations

Smart pairing suggestions

πŸ’‘ Tips for Implementation

1

Include as much metadata as possible in your CSV

2

Add personal tasting notes for better recommendations

3

Track which bottles you've enjoyed most

4

Update the database as you drink or acquire new wines

5

Consider adding photos of labels

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