The Menon Lab
Curated insights on AI, machine learning, and open-source tools — by Dr. Prahlad G. Menon
Browse All Posts →Featured Collections
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Soul Ecosystem
Persistent memory, estate vaults, and enterprise AI — our open-source projects
- soul.py: Your AI Remembers Nothing. This Fixes It in 10 Lines.
- Your Family Shouldn't Have to Guess: Building Soul Legacy
- Introducing SoulMate: Persistent AI Memory as a Service
- soul-schema: Auto-Document Your Data Warehouse in 3 Minutes
- soul-stack: One Docker Command to Give n8n Persistent Memory
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Soul How-To Guides
Tutorials, comparisons, and deep dives on using the Soul ecosystem
- langchain-soul & llamaindex-soul: Full Soul Ecosystem for Your Framework
- soul.py v2.0: We Added a Brain to the Memory
- Meet Darwin: Your AI Guide to the Soul Book
- Add Persistent Memory to Any Project in 5 Minutes
- Adding Persistent Memory to n8n AI Workflows with soul.py
- soul.py vs memU: Two Philosophies of Agent Memory
- The Darwinian Agent: What Evolution Teaches Us About AI Memory
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Thought Leadership
Original perspectives on where AI is heading
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Research Deep Dives
Understanding the science behind the breakthroughs
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Practical Guides
Hands-on tutorials that get you results
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Security & Trust
Keeping AI systems safe and reliable
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Tools That Ship
Open-source projects ready to use today
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I'm a researcher and engineer exploring the intersection of AI, healthcare, and practical tooling. This blog documents interesting projects, libraries, and tools I discover across the AI/ML ecosystem.
Topics include: AI agents, large language models, computer vision, healthcare AI, RAG systems, and open-source tools worth knowing about.