Why Your AI Coding Agents Suffer from Amnesia (And How I Fixed It with SQLite + ONNX)
If you use Claude Desktop, Cursor, or OpenCode, you know the daily struggle: every new session is a blank slate. Standard RAG solutions treat memory as flat vector chunks, which makes them fundamentally time-blind. To solve this, I built Synapse 4D , an open-source local-first cognitive memory engi
If you use Claude Desktop, Cursor, or OpenCode, you know the daily struggle: every new session is a blank slate. Standard RAG solutions treat memory as flat vector chunks, which makes them fundamentally time-blind.
To solve this, I built Synapse 4D, an open-source local-first cognitive memory engine that acts as a permanent hippocampus for AI agents.
🧠 Permanent AI Memory: Integrates natively with Claude Desktop & Cursor via MCP. ⏳ Bi-temporal Tracking: Resolves contradictory facts without erasing historical context. 🔒 100% Local & Private: Pure SQLite + ONNX embeddings. Zero cloud APIs, zero telemetry, zero PyTorch bloat.
Check the open-source repository on GitHub: 👉 https://github.com/MShesat/SYNAPSE-4D
For those interested in a visual 3D neural graph HUD and a Windows installer, I also packaged a Pro Edition: 👉 https://synapse4d.lemonsqueezy.com/buy