X @Avi Chawla

build agents that never forget.(100% open-source, self-evolving AI memory)most agents have no real memory. every conversation starts fresh with no recall of yesterday and no understanding of how information connects.and here's where most people go wrong when trying to fix this: they rely entirely on vector databases and call it a day.vector search is fast, but it treats your documents as isolated chunks with no understanding of how they connect. what your agent actually needs is memory that captures relatio ...