Filtering for "Memory"
- Cache the reasoning, not the answer
- Local, long term memory for OpenClaw agents
- From facts to insights: how observations work in Hindsight
- What learning actually means for AI agents
- File-based agent memory: great demo, good luck in prod
- Background operations: what happens after retain()
- Temporal reasoning: "when it happened" vs "when you learned it"
- Document upserting: keeping evolving conversations fresh
- TEI for production: embeddings and cross-encoder reranking
- Beyond vector search: how TEMPR combines 4 retrieval strategies
- Rich fact extraction: preserving narrative, not just statements
- Retain, recall, reflect: the three operations of agent memory
- Opinions with confidence scores: how agents form beliefs
- Memory types in Hindsight: world, experience, opinion, observation
- Token budgets vs top-k: a better way to fill context windows
- Hindsight vs traditional RAG: what you actually get
- LongMemEval: debugging a 300MB JSON file dataset