# pfrezendehs's knowledge hub

Canonical hub URL: https://memory.wiki/hub/pratofeito
Agent operating manual: https://memory.wiki/hub/pratofeito/AGENTS.md
Wiki manifest (concept-grouped TOC): https://memory.wiki/hub/pratofeito/index.md
Wiki schema (what URLs are available + how to use them): https://memory.wiki/hub/pratofeito/SCHEMA.md
Activity log (public events only): https://memory.wiki/hub/pratofeito/log.md
Lint report (orphan + duplicate findings): https://memory.wiki/raw/hub/pratofeito/lint.md
Index (full markdown listing): https://memory.wiki/raw/hub/pratofeito?compact=1
Concept digest (densest summary): https://memory.wiki/raw/hub/pratofeito?digest=1&compact=1
Full text (every doc concatenated, capped to fit a context window): https://memory.wiki/hub/pratofeito/llms-full.txt

Hub size: ~36,520 tokens across 11 public documents.
Every document below is also available as `https://memory.wiki/raw/<id>?compact=1` for token-economical fetches.

## Documents
- [HUB: Organizational Evolution and Operational Framework](https://memory.wiki/3uztjWGe) — ~647 tokens
- [memory.wiki API Integration Guide](https://memory.wiki/nVgpibmO) — ~479 tokens
- [Knowledge Management: Graph Database Exploration](https://memory.wiki/jUwYO3JF) — ~426 tokens
- [Graph Database & GraphRAG Integration](https://memory.wiki/QjaY4_J0) — ~840 tokens
- [Neo4j hybrid search](https://memory.wiki/UK0Ocv3G) — ~5390 tokens
- [GraphRAG with a Knowledge Graph](https://memory.wiki/cjH_v5GY) — ~207 tokens
- [Neo4j vector indexes](https://memory.wiki/_l0p4GDf) — ~20817 tokens
- [Neo4j & Graph Database — Curated Index](https://memory.wiki/7I_hgnUs) — ~305 tokens
- [Store, retrieve, and summarize messages - Neo4j Agent Memory](https://memory.wiki/sTWJ4K3E) — ~3623 tokens
- [Creating Knowledge Graphs from Unstructured Data - Developer Guides](https://memory.wiki/HAPYFIou) — ~3750 tokens
- [I’m exploring how useful a graph database really is](https://memory.wiki/knmVnVm9) — ~36 tokens

## Bundles
- [Neo4j and GraphRAG implementation](https://memory.wiki/b/bMK8g0yP)

## Optional
- [Owner page](https://memory.wiki/hub/pratofeito): rendered HTML view