Welcome to AI Social Journal 🧠💬
Welcome to AI Social Journal, a personal blog where I document my journey through the world of Artificial Intelligence. This space is dedicated to learning, experimenting, and sharing insights as I explore the ever-evolving landscape of AI technologies.
Why This Journal?
As I dive deeper into AI — from building Retrieval-Augmented Generation (RAG) chatbots to experimenting with agentic assistants — I've found that writing is one of the best ways to reflect, solidify knowledge, and connect with like-minded learners. This journal serves three main purposes:
- 📚 Learning in Public: Sharing what I learn as I learn it, including mistakes, insights, and breakthroughs.
- 🛠️ Hands-On Guides: Step-by-step guides and practical examples based on real-world experiments.
- 🌐 Building a Knowledge Base: A growing archive of AI concepts, tools, and best practices.
What You Can Expect
- 🧩 AI Applications
- 🗂️ RAG & Vector Search
- 🤖 Agentic Workflows
- 🧪 Experiments
Building AI Applications
From prototyping to production-ready solutions — tools, techniques, and lessons learned.
- Frontend frameworks and UI/UX for AI apps
- Backend architecture and API design
- Deployment strategies and scaling considerations
RAG & Vector Search
Diving deep into retrieval-augmented generation, embeddings, and vector databases.
- Vector database comparisons (Pinecone, Weaviate, Chroma)
- Embedding strategies and optimization
- Advanced RAG patterns and techniques
Agentic Workflows
Exploring how autonomous and semi-autonomous agents can be designed and orchestrated.
- Multi-agent systems and coordination
- Tool integration and function calling
- Agent reasoning and decision-making
Experiment Logs
Documenting trials with new models, frameworks, and APIs — the wins and the failures.
- Model fine-tuning experiments
- Performance benchmarks and comparisons
- Cost optimization strategies
Join Me on the Journey
Whether you're new to AI, an experienced developer, or just curious about where this field is heading, I hope you find something useful, inspiring, or thought-provoking here.
Ready to dive in? Check out the RAG to Riches Guides section, explore The Agentic Advantage for insights on building AI agents, or browse the latest Blog Posts to see what I've been working on lately.
This is a living journal that grows with every experiment and discovery. Bookmark this page and check back regularly for new insights and tutorials.
Quick Navigation
📚 Learn
Start with tutorials and guides
View Guides📝 Read
Explore the latest blog posts
Read Blog🛠️ Let's make sense of AI — together.
Last updated: 1/20/2026