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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
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.
| Date | Stars |
|---|---|
| 2026-07-24 | 811 |
| 2026-07-25 | 813 |
| 2026-07-28 | 813 |
| 2026-07-30 | 813 |
| 2026-07-31 | 824 |
| 2026-08-06 | 824 |
Today
— stars today
This week
+11 stars this week
This month
— stars this month
Momentum
26.0
growth rate 1.35%/day
# 🧠 Agent Memory Techniques
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<img src="images/banner.png" alt="Agent Memory Techniques for LLMs: 30 runnable Jupyter notebooks covering every major memory pattern" width="100%"/>
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**Learn every agent memory technique for LLM agents.**
> ⭐ **If you find this useful, please star the repo** so more learners can discover it.
> 🧭 **New here?** Start with [01 Conversation Buffer Memory](all_techniques/01_conversation_buffer_memory/) or pick a [Learning Path](#-learning-paths). Prefer a visual? See the [Decision Tree](#-which-technique-do-i-need) below. 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, working memory, MemGPT, Mem0, Letta, Zep, Graphiti, LoCoMo benchmarks, and production memory patterns.
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<a href="https://www.apache.org/licenses/LICENSE-2.0"><img src="https://img.shields.io/badge/License-Apache_2.0-blue.svg" alt="License: Apache 2.0"></a>
<a href="https://www.python.org/downloads/"><img src="https://img.shields.io/badge/python-3.10+-blue.svg" alt="Python 3.10+"></a>
<a href="https://jupyter.org/"><img src="https://img.shields.io/badge/Jupyter-Notebook-orange.svg" alt="Jupyter"></a>
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<a href=".github/CONTRIBUTING.md"><img src="https://img.shields.io/badge/contributions-welcome-brightgreen.svg" alt="Contributions Welcome"></a>
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<h2 align="center">🎓 From memory demos to production agents</h2>
<div align="center">
**[Prompt to Production](https://europe-west1-rag-techniques-views-tracker.cloudfunctions.net/rag-techniques-tracker?notebook=agent-memory-techniques--readme&click=course-free-module-cta&target=https%3A%2F%2Fwww.diamant-ai.com%2Fcourses%3Futm_source%3Dgithub%26utm_medium%3Dreadme%26utm_campaign%3Dagent-memory-techniques&retarget=0&text=course-free-module-cta)** - my full course on building software with AI the way professionals do: the Excerpt of 35,523 characters
Read on GitHub
Nir Diamant · DiamantAI
23
Japan
2
1
Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:8a05ba113d80560a, topic:rag, topic:knowledge-graph
matched fp:8a05ba113d80560a, topic:vector-database
matched fp:8a05ba113d80560a, topic:llm
matched fp:8a05ba113d80560a, topic:ai-agents