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NirDiamant/Agent_Memory_Techniques
Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Zep, Graphiti, LoCoMo benchmarks, and production patterns.
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) · 68%MemSyco-Bench: Benchmarking Sycophancy in Agent Memory →
- PossiblePossibly related (embedding) · 66%AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents →
- PossiblePossibly related (embedding) · 62%Evaluating long-term memory limits in stateless LLM chatbots — feedback needed [D] →
- PossiblePossibly related (embedding) · 61%Selective Memory Retention for Long-Horizon LLM Agents →
- PossiblePossibly related (embedding) · 60%I built an open-source memory governance layer for AI assistants - looking for technical feedback [P] →
- PossiblePossibly related (embedding) · 68%TRACE: open-source hierarchical memory for LLM agents, 82.5% on MemoryAgentBench’s EventQA using gpt-oss-20B [P] →
- PossiblePossibly related (embedding) · 67%Shared Selective Persistent Memory for Agentic LLM Systems →
- PossiblePossibly related (embedding) · 61%MemOps: Benchmarking Lifecycle Memory Operations in Long-Horizon Conversations →
Implements
Covers
Covers (incoming)
newsTRACE: open-source hierarchical memory for LLM agents, 82.5% on MemoryAgentBench’s EventQA using gpt-oss-20B [P]newsMemoryOps AI: governed memory runtime for LLM agents with deletion-leakage evals and context admission [P]newsPRO-LONG: Memory for LLM Agents - StartupHub.ainewsTencentDB Agent Memory Tops 20,000 GitHub Stars in 90 Days, Launches Team Memory for Multi-Agent Collaboration - macaubusiness.comnewsI've built a free, open-source local and remote memory system for agentw and CL
Implements (incoming)
Related across the graph
newsTencentDB Agent Memory Tops 20,000 GitHub Stars in 90 Days, Launches Team Memory for Multi-Agent Collaboration - macaubusiness.comnewsI built an open-source memory governance layer for AI assistants - looking for technical feedback [P]newsPRO-LONG: Memory for LLM Agents - StartupHub.aipaperAgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM AgentsnewsI've built a free, open-source local and remote memory system for agentw and CLpaperMemOps: Benchmarking Lifecycle Memory Operations in Long-Horizon ConversationsnewsEvaluating long-term memory limits in stateless LLM chatbots — feedback needed [D]newsTRACE: open-source hierarchical memory for LLM agents, 82.5% on MemoryAgentBench’s EventQA using gpt-oss-20B [P]paperShared Selective Persistent Memory for Agentic LLM SystemspaperSelective 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]