Beyond Naive Splits: Advanced Chunking Strategies for Production RAG Systems
When building a Retrieval-Augmented Generation (RAG) system, one of the most critical yet overlooked aspects is how text is chunked before being …
Latest posts
Beyond `print()`: Structured, Contextual Logging for Resilient Async Python Services
In high-scale, asynchronous Python applications, traditional flat logs quickly become unmanageable. Debugging distributed systems, correlating ev…
Unlocking Semantica: A Step-by-Step Guide to Enhancing Graph-Native Infrastructure for AI Systems
Have you ever wondered how to make your AI system truly understand the context of the data it's processing? As someone who has worked with gr…
Top Data Science Trends of 2026: Unlocking Insights for Nepal's Finance Sector
The Nepal finance sector is rapidly evolving, with new trends and technologies emerging every year. However, many developers and data scientists …
Building a Technical Analysis Dashboard for NEPSE Stocks with Real-Time Data
As a developer or data scientist in Nepal, creating a reliable and efficient technical analysis dashboard for the NEPSE stock market can be a dau…
Building a Unified Data Catalog with OpenMetadata and Apache Atlas
As a data engineer working with multiple data sources, I've often struggled with data discovery, governance, and management due to the comple…
Rate Limiting for Scalable Python Applications: Mitigating API Abuse with Redis and asyncio
As a developer, you've likely encountered the issue of API abuse, where a single client makes an excessive number of requests, overwhelming y…
Building Resilient Pipelines: Type-Safe API Processing with Python's Protocol and TypedDict
Have you ever found yourself staring at a cryptic `KeyError` or `TypeError` in your data processing pipeline, wondering why the API data that wor…
Unlocking Financial Insights from F1 Racing: A Step-by-Step Guide to Scraping and Analyzing Data from the Open F1 Racing API
As I delved into the world of F1 racing, I was struck by the complexity of its financial structures and the high-stakes sponsorship deals that dr…
Beyond the Cloud: Architecting a Local-First RAG System with ChromaDB and llama.cpp
By leveraging ChromaDB for efficient local knowledge retrieval and `llama.cpp` for on-device large language model inference, developers can build…