Blog

How the v2.0.0 rewrite turned IndicRAG's single-pass retriever into a LangGraph agent with tool use and reflexion — and what four releases of hardening after that jump actually fixed.

Building a production-grade DNS benchmarking suite for evaluating 50+ filtered DNS providers across block accuracy, latency, cache behavior, and multi-protocol support (UDP, TCP, DoH, DoT). Learn about async Python architecture, automated blocklists, and comprehensive performance metrics.

Exploring how uncertainty-aware RL agents can optimize electromagnetic structures, reducing simulation costs by 72% through hybrid surrogate modeling approaches. Learn about combining Soft Actor-Critic with LightGBM and MLP models for efficient antenna geometry optimization.

A practical guide to implementing production-ready retrieval-augmented generation pipelines for Indian languages with semantic chunking and cross-encoder reranking. Discover how to handle 10+ languages with OCR integration and FastAPI deployment.

Learn how to implement hybrid AES-256 and RSA-2048 cryptography with secure key exchange protocols for zero-knowledge architecture messaging. A comprehensive guide to building production-grade encrypted communication systems.