A collection of experimental projects and demos built over weekends.
RAG system demonstrating Weaviate for documentation search. Crawls docs, chunks content, stores in vector database, and provides contextual help through an MCP server. Built with crawl4ai, chonkie, Weaviate, and pydantic-ai.
Demonstrates using Weaviate as an agentic memory layer for a conversational AI. Shows patterns for extracting, consolidating (add, update, invalidate), and retrieving memories to give an AI assistant a persistent, evolving memory. Built with Weaviate and Anthropic.