🧠 Etheirth Devlog: Memory, Structured

🧰 System Overview

Etheirth is a memory conversation engine. Think of it as a personal historian — powered by AI, grounded in conversation. Built on a multi-agent CrewAI backbone and a Streamlit front-end, it helps users recall, organize, and reflect on life through chat-based interaction.

🧠 Core Architecture

etherithai.py — Brains of the Operation

The system runs three agents in tight orbit:

• Conversation Agent – Empathetic memory dialogue

• Title Generator – Auto-generates concise, meaningful titles

• Storage Agent – Extracts metadata every 3 turns

Conversation context is preserved intelligently. Title generation is automatic. Metadata flows in the background without friction.

🖼️ Frontend: main.py (Streamlit)

Etheirth’s UI is clean, wide-layout, and built for clarity.
Highlights:

• Real-time memory conversation display

• Sidebar navigation for memory sessions

• Rich metadata visualizations

• Progress and conversation history tracking

New UX wins:

• Easier nav between past conversations

• Seamless memory tagging and emotion tracking

🗃️ Data Layer

Backed by two purpose-built databases:

• conversation_db.py – stores chat logs + metadata

• memory_db.py – holds structured memory data (who, when, where, emotion, etc.)

Every memory is treated like a record:

{ title: "", description: "", date: "", location: "", participants: [], emotions: [], tags: [], significance: "" }

Metadata is parsed, not dumped. The system knows how to shape raw chat into structured thought.

⚙️ Recent Wins

• ✅ Enhanced metadata extraction accuracy

• ✅ Improved memory threading logic

• ✅ Smoother conversation state transitions

• ✅ UI upgrades for faster session switching

This brings the system closer to something that not only stores memory, but curates it.

🔭 What’s Next

Etheirth’s next phase is all about broadening the inputs — and deepening the recall.

• 📎 Uploadable memory formats: audio files, PDFs, and more

• 💬 Richer emotional analysis across sessions

• 🔍 Smarter search by person, place, feeling, or file

• 🧠 Memory stitching: linking scattered moments into coherent arcs

We’re not building a chatbot.
We’re building an interface to your remembered life — no matter the medium.

💬 TL;DR

Etheirth now feels more like a memory operating system than a chatbot. The agents are smarter. The UI is tighter. The memories are richer — and more structured than ever.

We’re building not just recall, but reflection.\

See you in the next cycle.