🧠 Agent Memory - emschwartz · Scour

MemReader: From Passive to Active Extraction for Long-Term Agent Memory 🎯Semantic Tokens

arxiv.org·5d

private reflection app with long-term memory ✨Gemini

mirror-eight-gamma.vercel.app·7h·Hacker News

EverMind-AI/EverOS: Build, evaluate, and integrate long-term memory for self-evolving agents. 🦙Ollama

github.com·1h

The Cognitive Compression Revolution: Rethinking Long-Term Memory (LTM) for Agentic Systems 🧠LLM Inference

pub.towardsai.net

·23h

Viv on X: "Harness, Memory, Context Fragments, & the Bitter Lesson this is a work in progress mental dump on interesting intersections between how we use an... 🪄Prompt Engineering

x.com·1d·X

Your harness, your memory 💾Persistence Strategies

blog.langchain.com·3d·Hacker News

Show HN: I built an agent memory system for myself and got 90.8% on LongMemEval 🏗️LLM Infrastructure

github.com·15h·Hacker News, r/LLM

Learning to Forget -- Hierarchical Episodic Memory for Lifelong Robot Deployment 💾Persistence Strategies

arxiv.org·1d

immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. 🏗️LLM Infrastructure

github.com·3d·Hacker News

The Real Problem With Agent Memory Isn’t Storage. It’s the Contract. 💾Persistence Strategies

pub.towardsai.net

·11h

The Missing Knowledge Layer in Cognitive Architectures for AI Agents 💻Coding Agents

arxiv.org·1d

bozbuilds/AIngram: Local-first agent memory in one SQLite file: sqlite-vec/QJL two-pass vector + FTS5 search, knowledge graph (entities and relationships), Ed25519-signed entries, and an optional MCP server. No cloud dependencies. 🏹Apache Arrow

github.com·6d·Hacker News

ADAM: A Systematic Data Extraction Attack on Agent Memory via Adaptive Querying 🛡️AI Security

arxiv.org·1d

From Agent Loops to Structured Graphs:A Scheduler-Theoretic Framework for LLM Agent Execution 🔧Agent Tooling

arxiv.org·1d

Context Engineering, Not Retrieval: Why Your Agentic RAG Fails in Production 🔄LLM RAG Pipelines

pub.towardsai.net

·5d

StreamMeCo: Long-Term Agent Memory Compression for Efficient Streaming Video Understanding 📦Batch Embeddings

arxiv.org·2d

Retrieval as Generation: A Unified Framework with Self-Triggered Information Planning 🔍Information Retrieval

arxiv.org·1d

RAG vs MCP: The Architectural Difference Every AI Developer Must Understand 🔧Agent Tooling

pub.towardsai.net·6d

Exploring Knowledge Conflicts for Faithful LLM Reasoning: Benchmark and Method 🔄LLM RAG Pipelines

arxiv.org·1d

Do We Still Need GraphRAG? Benchmarking RAG and GraphRAG for Agentic Search Systems 🏗️Search Infrastructure

arxiv.org·1d

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