react
Featured
react
React is a JavaScript library for building user interfaces with declarative, component-based, and cross-platform design.
AI repository intelligence
FR-AI / ANALYSISWhy it is worth attention
It uniquely combines automatic fact extraction, topic grouping, narrative merging, and a visual star map—all designed for persistent AI companion personalities—and is fully open source under MIT license.
Who it is for
- Developers building AI companions with persistent memory
- Hobbyists running personal AI chatbots with personality prompts
- Open-source contributors interested in memory architectures
- Users who are comfortable with JSON config files and LLM API keys
Use cases
- Giving AI chatbots long-term, evolving memory of past conversations
- Integrating memory with an emotional state engine for more dynamic companions
- Building a personal AI assistant that remembers user preferences and life events
- Creating interactive storytelling agents with narrative arcs that unfold over time
Strengths
- Fully automated pipeline (Extract → Organize → Retrieve) with minimal manual curation needed
- Hybrid retrieval combining keyword (FTS5), vector similarity (ChromaDB), and entity aggregation via RRF fusion
- Multiple memory layers (fragments, episodes, sagas) with automatic lifecycle management and decay
- Companion tools (recall, browse, manage state, correct) allow direct memory interaction without extra coding
Considerations
- The star map visualization is desktop-only (mobile support not yet implemented)
- Requires an LLM API key and approximately $7/month for the memory pipeline (excluding chat model costs)
- Not designed for general-purpose RAG on documents; sagas are experimental and not yet used in production
README quick start
Quick Start
Related repositories
Similar projects matched by category, topics, and programming language.
tandpfun
Featured
wardrobe
A GPT‑image powered app that extracts individual garment cutouts from photos, organizes them into a digital wardrobe, and generates modeled outfit previews.
mshumer
Featured
Claude-of-Duty
A browser-based first-person shooter built entirely with procedural generation and orchestrated AI agents, featuring 55k lines of Three.js/WebGL2 code and no art assets.