Lightning Leap · Jul 5, 2026
The Retrieval‑Augmented Generation Ecosystem: Building Scalable, Trustworthy AI Pipelines
RAG pipelines are maturing into a full‑stack ecosystem; this post dissects the architectural levers that turn a prototype into a production‑grade, auditable service.
Manish Babbar · Jun 17, 2026
Customer Support Chatbot
A ChatGPT-powered support bot that cut response times and autonomously handled a large share of incoming inquiries, freeing staff for complex, high-value cases.
Manish Babbar · Jun 14, 2026
Sentiment-Based Auto-Responder
A BERT + NLG system that detects negative sentiment and auto-replies with empathetic responses across platforms, with entity detection and churn mitigation via discount logic.
Manish Babbar · Jun 11, 2026
Realtime Multimodal Zoom Agent
A real-time assistant inside the Zoom SDK that uses speech-to-text and vision models to read audio and video, interpret intent, and surface contextual prompts and answers — for …
Manish Babbar · Jun 8, 2026
Voice-Activated IoT Assistant
A voice agent that listens for commands and controls industrial IoT devices — OpenAI Whisper for transcription, LLM command parsing, and MQTT to edge devices for real-time action.
Manish Babbar · Jun 5, 2026
Agent-Based KPI Monitoring System
An AI monitoring system where agents track token usage, error spikes and downtime across LLM applications and raise alerts on anomalies — a multi-agent setup with Prometheus and…
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