1d ago · 12 min read · TLDR: A single agent loop is enough for a demo, but production AI systems need explicit layers for routing, execution, memory, and evaluation. Those layers determine safety, latency, cost, and traceability far more than model choice alone. TLDR: Prod...
Join discussionFeb 9 · 4 min read · What is Adeloop? Adeloop is a modern, web-based data and AI workspace designed to replace fragmented analytics stacks (Databricks, Jupyter, BI tools, automation platforms) with one unified system. Adeloop combines: Interactive notebooks (like Jupyt...
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Feb 5 · 7 min read · AI-powered conversational document assistant with RAG, Qdrant & a complete MLOps pipeline using Docker Compose 💡 Hey — It's Bittu Sharma 👋 This project brings together real-world components of modern AI systems—RAG, vector databases, LLM inferenc...
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Feb 3 · 2 min read · Most enterprises use the old data paradigm, where data access is provided via static and isolated databases or REST APIs. The truth is that with the introduction of LLMs into the data pipeline, a new paradigm has emerged: one in which generative mode...
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Jan 26 · 7 min read · A comprehensive guide to running Large Language Models (LLMs) locally on your machine using various tools and platforms. 🎬 Video Demonstration 1. 🦙 Ollama - The Dominant Local LLM Ecosystem Ollama is the dominant ecosystem for running LLMs such a...
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Jan 19 · 7 min read · The marketing landscape is undergoing a seismic shift. While traditional automation followed rigid "if-then" rules, the emergence of Agentic AI is introducing a new era of autonomy and reasoning. For enterprise leaders, the goal is no longer just to ...
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Jan 17 · 4 min read · 📝 Quick Summary: PasteGuard is an OpenAI-compatible proxy that protects sensitive data by masking Personally Identifiable Information (PII) and secrets before they are sent to external LLM APIs. It offers two modes: Mask Mode for replacing data with...
Join discussionDec 30, 2025 · 4 min read · If you’re building AI agents and need production-grade open-source observability and evaluation without vendor lock-in, Arize Phoenix is worth exploring. Phoenix is an open-source AI development platform built on OpenTelemetry and OpenInference instr...
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