repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 25d ago
TeleAI-UAGI/Awesome-Agent-Memory
Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 65%MemSyco-Bench: Benchmarking Sycophancy in Agent Memory →
- PossiblePossibly related (embedding) · 61%Selective Memory Retention for Long-Horizon LLM Agents →
- PossiblePossibly related (embedding) · 59%I built an open-source memory governance layer for AI assistants - looking for technical feedback [P] →
- PossiblePossibly related (embedding) · 56%Evaluating long-term memory limits in stateless LLM chatbots — feedback needed [D] →
- PossiblePossibly related (embedding) · 53%Self-Evolving World Models for LLM Agent Planning →
- PossiblePossibly related (embedding) · 62%AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents →
- PossiblePossibly related (embedding) · 56%TRACE: open-source hierarchical memory for LLM agents, 82.5% on MemoryAgentBench’s EventQA using gpt-oss-20B [P] →
- PossiblePossibly related (embedding) · 54%Please help - I saw a reel about how to better use Anthropic models in tandem with something on your local desktop. I thought it was very motivating and exciting, but now I cant find the reel again, and I don't even know the search terms to use to search for it →
Implements
Covers
Implements (incoming)
Covers (incoming)
newsTRACE: open-source hierarchical memory for LLM agents, 82.5% on MemoryAgentBench’s EventQA using gpt-oss-20B [P]newsPlease help - I saw a reel about how to better use Anthropic models in tandem with something on your local desktop. I thought it was very motivating and exciting, but now I cant find the reel again, and I don't even know the search terms to use to search for itnewsA neural network model of free recall learns multiple memory strategiesnewsMemoryOps AI: governed memory runtime for LLM agents with deletion-leakage evals and context admission [P]
Related across the graph
newsI built an open-source memory governance layer for AI assistants - looking for technical feedback [P]paperAgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM AgentspaperSelf-Evolving World Models for LLM Agent PlanningnewsEvaluating long-term memory limits in stateless LLM chatbots — feedback needed [D]newsA neural network model of free recall learns multiple memory strategiesnewsTRACE: open-source hierarchical memory for LLM agents, 82.5% on MemoryAgentBench’s EventQA using gpt-oss-20B [P]paperSelective Memory Retention for Long-Horizon LLM AgentspaperMemSyco-Bench: Benchmarking Sycophancy in Agent MemorynewsMemoryOps AI: governed memory runtime for LLM agents with deletion-leakage evals and context admission [P]newsPlease help - I saw a reel about how to better use Anthropic models in tandem with something on your local desktop. I thought it was very motivating and exciting, but now I cant find the reel again, and I don't even know the search terms to use to search for it