From Weekend Hack to Side Income: Python Automation with Flask
Author(s): Tarun Singh Originally published on Towards AI. A tiny Python automation tool (Flask + litellm) that classifies and summarizes text. Build a content AI service fast — an AI SaaS starter without the bloat. Your inbox floods with customer emails and …
Firmware That Reads Your Datasheet — And Talks To Your Board
Author(s): R. Thompson (PhD) Originally published on Towards AI. How an AI‑aware tool is shrinking the gap between a 200‑page PDF and a blinking LED A familiar midnight scene: you’re staring at a register map that runs for 14 pages, trying to …
Stop adding chatbots, use Agentic AI to Modernize Legacy CX Systems
Author(s): Manbir T Originally published on Towards AI. Stop adding chatbots, use Agentic AI to Modernize Legacy CX Systems If your support strategy over the last five years has boiled down to “spin up another chatbot,” you’re not alone — and you’re …
Introduction to RAG: Basics to Mastery. 5-Advanced RAG: Fast Retrieval (ANN) and Reranking
Author(s): Taha Azizi Originally published on Towards AI. Part 5 of the mini-series introduction to RAG Introduction In the earlier articles, we built RAG pipelines that worked great for small datasets.But what happens when your knowledge base grows to millions or billions …
AI Agent2Agent (A2A), Model Context Protocol (MCP Servers) & Visual Programming Language
Author(s): Andrei Besleaga (Nicolae) Originally published on Towards AI. AI A2A Agents and MCP Servers for external sources communications Sharing new experiments, as libraries SDK implementations of developments, from the world of AI advancements: Agent2Agent (A2A — Google) and Model Context Protocol …
AI, Robots, Data, Systems, Humans
Author(s): Andrei Besleaga (Nicolae) Originally published on Towards AI. What is happening AI: evolves and is made available to general public (this means both the knowledge and science behind it — and all research resources available in public and private organizations, the …
AI Will Not Replace Developers: Here’s Why (With Data)
Author(s): Abduldattijo Originally published on Towards AI. AI Will Not Replace Developers: Here’s Why (With Data) Did you know that when Microsoft analyzed 200,000 real conversations between developers and AI tools in 2024, they found something surprising? In 40% of cases, humans …
From Tool Chaos to Intelligent Agents: LangChain and LangGraphs Frameworks
Author(s): Neha Manna Originally published on Towards AI. Content The Scenario: Too Many Tools, Not Enough Intelligence How LangChain Solves Real Problems in AI Workflows 2.1 Enter LangChain: The Operating System for AI Agents 2.1.1 Chains: The Recipe Book for AI Logic …
SpringAI Retrieval Augmented Generation (RAG) With PgVector Part 2
Author(s): Adil Originally published on Towards AI. SpringAI Retrieval Augmented Generation (RAG) With PgVector Part 2 Welcome back, folks! 👋 This is the second part of our series on using SpringAI RAG with an embedded Ollama model. mohdadil.devThis article builds upon the …
SpringAI Retrieval Augmented Generation (RAG) With PgVector Part 1
Author(s): Adil Originally published on Towards AI. SpringAI Retrieval Augmented Generation (RAG) With PgVector Part 1 If you are not a Medium member, you can read this article for free here: mohdadil.devThis article discusses SpringAI’s Retrieval-Augmented Generation (RAG) using the embedded Ollama …
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