EmbeddingGemma 2: an open, lightweight multimodal embedding model
deepmind.google·6d ago
AI Engineering
Hacker News·Aug 16·5 min read
I've built a free, open-source local and remote memory system for agentw and CL
TL;DR
A free, open-source memory system allows coding agents to retain knowledge across sessions with just one command and a local folder. This solution eliminates repetitive problem-solving by storing context without requiring a platform or account.
✦ Why It Matters
Start using this memory system today to prevent your coding agent from repeating past mistakes.
Key Takeaways
- Install LoreKit with one command to set up local memory.
- Store lessons as plain files to avoid repeated mistakes.
- Easily switch to remote storage without data migration.
- Share memories among team members using a hosted service.
How It Works
LoreKit operates by allowing coding agents to write lessons to a local directory whenever they encounter failures. These lessons are stored as plain text files, which can be easily accessed and referenced in future sessions.
The system uses a simple command to set up the memory structure, enabling agents to learn from past experiences without needing complex configurations or external accounts.