Data & AI articles (16)
2026
- From RAG to Agentic RAG & Fine-Tuning: A Practical Journey
- Turning Customer Complaints into Actionable Insights with AI & NLP
- Beyond RAG: Building an Agentic "Second Brain" with FastAPI, pgvector, and Gemini
- An AI-Powered Offline Contract Analyzer
- AI Agent demonstration with Microeval
2025
- Building a Self-Hosted AI: The Cost-Effective Path to Knowledge Management System
- Prompt Ops: Operationalizing LLM Workflows
- Better DataFrames with the Polars DataFrame library
- Automating Video Insights with Python and LangGraph
- Building AI Agents with the Strands SDK
- Building a Recommendation Engine with Neo4j
- Retrieval Augmented Generation for Reliable Chatbots (From RAG to Riches)
- Applying AI on an eCommerce System
2024
- A Deep, Pythonistic Dive Into Ximena, an AI Twitch Streamer
- GenAI and its use cases as a Python developer
- Integrating Python and Rust to build better Generative AI models
