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Advanced Usage Guide

This guide covers advanced patterns, backup and restore procedures, and expert-level techniques for the Madeinoz Knowledge System.

Advanced Usage Patterns

Capturing Code Snippets

You: Remember this bash script for starting services:

```bash
#!/bin/bash
podman start madeinoz-knowledge-graph-mcp
podman start madeinoz-knowledge-falkordb
echo "Services started"
```

This starts both knowledge system containers.

The system captures the code and its purpose.

Capturing Conversations

You: Store this conversation we just had about API design patterns.
[paste or summarize the conversation]

Good for preserving important discussions.

Capturing Research

You: Remember this research finding: Vector embeddings using text-embedding-3-small
are 99.8% as accurate as large embeddings but 5x cheaper and 3x faster to compute.

Perfect for building a research knowledge base.

Capturing Meeting Notes

You: Store these meeting notes from the architecture review:
- Decided on microservices architecture
- Will use gRPC for service communication
- PostgreSQL for primary database
- Redis for caching layer
Action items: Complete service design by Friday

Creating Knowledge Chains

Build knowledge over time by connecting related episodes:

Day 1: 

Remember: Exploring knowledge graph options. Considering Neo4j and FalkorDB.

Day 2: 

Remember: FalkorDB is lighter than Neo4j because it's a Redis module,
not a standalone database.

Day 3: 

Remember: Decision made - using FalkorDB for Madeinoz Knowledge System.

The system automatically links these episodes through their shared entities.

Backup & Restore

For complete backup and restore procedures, see the dedicated Backup & Restore Guide.