Resource Hub
Curated collection of videos, papers, conferences, and communities for learning about agent memory.
Video Learning
🎥
What is RAG? - Retrieval Augmented Generation Explained
Clear explanation of Retrieval Augmented Generation and how it enhances AI memory
IBM Technology
Watch Video8:23180K views
🎬
Vector Databases Explained
Quick overview of vector databases and their role in AI applications
Fireship
Watch Video6:42320K views
📹
LangChain Explained in 13 Minutes | QuickStart Tutorial
Comprehensive tutorial on LangChain framework for building AI applications
Rabbitmetrics
Watch Video13:24450K views
🎞️
The Complete Guide to Building AI Agents
Deep dive into building autonomous AI agents with memory and tool use
AI Jason
Watch Video22:1589K views
🎥
Attention Is All You Need (Transformer Paper Explained)
Detailed explanation of the transformer architecture that powers modern AI
Yannic Kilcher
Watch Video1:04:53890K views
🎬
How ChatGPT Actually Works
Technical breakdown of how large language models like ChatGPT function
AssemblyAI
Watch Video18:361.2M views
Research Papers
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Foundational paper introducing RAG for enhanced memory in language models
Lewis et al.•NeurIPS 2020•2,847 citations
Memory-Augmented Neural Networks
Seminal work on external memory mechanisms for neural networks
Graves et al.•Nature 2016•1,923 citations
Long Range Arena: A Benchmark for Efficient Transformers
Comprehensive evaluation of long-context memory in transformer models
Tay et al.•ICLR 2021•1,456 citations
Episodic Memory in Lifelong Language Learning
Exploring episodic memory patterns for continual learning in NLP
Sprechmann et al.•ICML 2018•892 citations
Conferences & Events
Upcoming
NeurIPS 2025
Premier conference for neural information processing systems
Dec 10-16, 2025
Vancouver, Canada
Relevant Tracks:
Memory Systems
Agent Architectures
Retrieval Methods
Upcoming
ICML 2025
International Conference on Machine Learning
Jul 21-27, 2025
Honolulu, Hawaii
Relevant Tracks:
Long-Context Models
Memory Efficiency
Agent Learning
Past
ICLR 2025
International Conference on Learning Representations
May 7-11, 2025
Singapore
Relevant Tracks:
Representation Learning
Memory Networks
Attention Mechanisms
Communities
r/MachineLearning
Reddit
2.8M
Active discussions on ML research including agent memory
AI/ML Twitter
Twitter/X
Active
Follow researchers and practitioners sharing memory insights
LangChain Discord
Discord
45K
Community for LangChain users discussing memory implementations
Hugging Face Forums
Forum
120K
Technical discussions on transformer memory and efficiency