u/Nir777

▲ 108 r/PromptEngineering+4 crossposts

A FREE goldmine of memory techniques for building AI agents that actually remember!

Just launched a brand-new free online course as part of my Gen AI educative initiative, packed with 30 hands-on lessons covering every memory technique you need. Now added to my 80K+ stars of educational content on GitHub.

Check it out here: https://github.com/NirDiamant/Agent_Memory_Techniques

The lessons are grouped into:

  1. Short-Term Memory

  2. Long-Term Memory

  3. Vector Stores & Embeddings

  4. Knowledge Graphs

  5. Episodic & Semantic Memory

  6. Cognitive Architectures

  7. Memory Retrieval & Routing

  8. Cross-Session & Multi-Agent Memory

  9. Memory Frameworks (Mem0, Letta, Zep, Graphiti)

  10. Memory Evaluation & Benchmarks

  11. Production Memory Patterns

u/Nir777 — 16 days ago
▲ 17 r/LangChain+2 crossposts

For those of you who already know me, you may be aware of my history with AI agents, which began about two years ago.

I recently got early access to closely monitor a project by a research group that innovated a new way to train small language models for specific use cases. They use agents that debate among themselves to create high-quality synthetic data, allowing for super-accurate and fast evaluation, as well as guardrails for agents.

The paper is fantastic, and I’ve covered and explained it in my latest blog post.

You can see it here: https://diamantai.substack.com/p/vibe-training-auto-train-a-small

(It is free, and you don’t have to subscribe if you don’t want to)

u/Nir777 — 24 days ago