Generative ai
Using agents to breathe life into NPCs using CrewAI
- Rifx.Online
- Programming , Generative AI , Chatbots
- 19 Jan, 2025
OutlineUse CrewAI to filter conversation and allow NPCs to choose tasks CrewAI agents Game Code and Datafiles Github Repo Outcomes/ConclusionsBackground Previously I discuss
Read MoreAutomating CSV Analysis with CrewAI
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- Programming , Data Science , Generative AI
- 19 Jan, 2025
In this blog, we explore how to automate the process of analyzing a CSV dataset using CrewAI. We’ll build a workflow that includes agents for dataset context inference, data cleaning, visualizat
Read MoreHow I Built Smarter AI Tools for Pharma: From Generative AI to Agentic AI
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- Generative AI , Autonomous Systems , Health
- 19 Jan, 2025
When I first started developing AI tools for the pharmaceutical industry, my idea was simple: to tackle real, everyday challenges. I’ve spent years watching compliance teams drowning in paperwor
Read MoreExploring GitHub Copilot Workspace: Early Insights into a Development Game-Changer
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- Programming , Generative AI , Technology/Web
- 19 Jan, 2025
***(Disclaimer: This article was written before GitHub Copilot Workspace became mainstream. As of the time of publishing, Copilot Workspace is in technical preview and has been available for aro
Read MoreDemystifying Generative AI Agents
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- Generative AI , Chatbots , Autonomous Systems
- 19 Jan, 2025
From single interactions to complex multi-agent systemsOverview Lost in the hype around Generative AI agents? You’re not alone. This post cuts through the noise, providing a clear defin
Read MoreRAGFlow an Open-Source Retrieval-Augmented Generation (RAG) Engine
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- Generative AI , Machine Learning , Technology/Web
- 19 Jan, 2025
RAGFlow is an open-source Retrieval-Augmented Generation (RAG) engine that integrates with Large Language Models (LLM
Read More10 Powerful Perplexity AI Prompts to Automate Your Marketing Tasks
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- Marketing , Programming , Generative AI
- 19 Jan, 2025
In today’s fast-paced digital world, marketers are always looking for smarter ways to streamline their efforts. Imagine having a personal assistant who can create audience profiles, suggest mar
Read MoreLangGraph : Tool calling Agents
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- Programming , Generative AI , Machine Learning
- 19 Jan, 2025
This article assumes reader have basic overview of LangGraph / Multi Agentic designs. With this in place, lets try to understand fundaments of implementing Tool calling Agents. Folks who are in
Read MoreMy GPT-evaluator got 1000% better with this simple trick.
I wish I had known this trick sooner. All my articles are free to read. [Non-members can read for free by clicking this link.](https://readmedium.com/my-gpt-evaluator-performance-impr
Read MoreBuilding and Serving a RAG Agent with Custom Tools: A Complete Guide
- Rifx.Online
- Programming , Generative AI , Data Science
- 14 Jan, 2025
Goal The goal of this article is to demonstrate how to create a Large Language Model (LLM) agent using LangGraph and LangChain, which will perform Retrieval-Augmented Generation (RAG) on a
Read MoreWhat GenAI topics you should focus in 2025 ?
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- Generative AI , Machine Learning , Ethics
- 14 Jan, 2025
GenAI Trends for this year It’s already a few days in 2025 and the Generative AI storm looks unstoppable. We had quite some blast in 2024 with LLMs, Frameworks, mechanisms, etc releasing a
Read MoreHow I Designed and Built a Working Mobile App in 48 hrs using Figma’s New AI
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- Programming , Technology , Generative AI
- 14 Jan, 2025
This week, I challenged myself to use Figma’s new AI features to do as much of my product design and development process as I could — from user research and analysis to generating my UI designs,
Read MoreNvidia Is About To Collapse The Price Of AI Models
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- Technology , AI , Generative AI
- 14 Jan, 2025
At CES Nvidia showed off a few interesting new things. The biggest of which is Jensen Huang’s new leather jacket. I mean look at that thing: is this a tech keynote or a fashion show? Honestly,
Read More🚀Building Multi-Agent LLM Systems with PydanticAI Framework: A Step-by-Step Guide To Create AI…
- Rifx.Online
- Programming , Generative AI , Data Science
- 14 Jan, 2025
Pydantic, a powerhouse in the Python ecosystem with over 285 million monthly downloads, has been a cornerstone of robust data validation in Python projects. Now, its creators are venturing i
Read MoreGenerative AI vs Social Media
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- Generative AI , Social Media , Marketing
- 14 Jan, 2025
The unobvious way out One of the biggest scares in our new AI world is that we’ll lose the human factor. On social media it would remove the social aspect from it completely. I guess that
Read MoreUnlocking AI’s Potential: The Power of Chain of Thought Prompting
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- Generative AI , Chatbots , Natural Language Processing
- 14 Jan, 2025
The AI That Thinks Like a Human Have you ever been amazed by how ChatGPT can give lightning-fast responses but felt disappointed that the answers sometimes seem shallow or incomplete? You mi
Read MoreHow to Develop a Free AI Agent with Automatic Internet Search
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- Programming , Technology/Web , Generative AI
- 14 Jan, 2025
Using Groq’s free API with LangGraph to develop an AI agent to answer users’ questions and automatically invoke internet search based on the question If you are not a Medium member, you
Read MoreA Multimodal AI Assistant: Combining Local and Cloud Models
Use LangGraph, mlx and Florence2 to build an agent that answers complex image questions, with the option to run everything locally. *In this article we’ll use LangGraph in conjunction with
Read MoreBuild your own personalized Fitness RAG Agent using Python!
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- Programming , Generative AI , Health
- 14 Jan, 2025
AI Agent | RAG Agent | Python | DSPy | Fitness Agent | Beginner-Friendly A complete and beginner-friendly guide to building your fully personalized Fitness RAG Agent with Python.
Read MoreSpeech-to-Speech Generative AI: From Theory to Practice
- Rifx.Online
- Generative AI , Voice Assistants , Ethics
- 11 Jan, 2025
Explore the world of speech-to-speech generative AI. Learn key components and practical considerations to build your applications Introduction Generative AI is one of the most transforma
Read MoreOpenAI Structured JSON Output With Adherence
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- Programming , Technology , Generative AI
- 11 Jan, 2025
In the past, when using OpenAI’s JSON mode there was no guarantee that the model output will match the specified and predefined JSON schema. In my view this really made this feature unrelia
Read MoreBeyond the Hype: 7 Dimensions of Agentic AI Value
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- Generative AI , Autonomous Systems , Data Science
- 11 Jan, 2025
A Holistic Architecture for Driving Real-World Impact“Imagine an AI that senses its environment, crafts creative solutions, orchestrates multi-step workflows, and keeps learning — witho
Read More6 Best AI Tools That Will Make You RICH In 2025
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- Technology , Programming , Generative AI
- 09 Jan, 2025
→ IN AI & TECH 6 Best AI Tools That Will Make You RICH In 2025 It’s time to start your business using AI or curse yourself later! Like it or not, the robots are coming.
Read MoreTaming the Tool Chaos: The Generative AI Agents & Tool Registry
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- Generative AI , Technology , Programming/Scripting
- 09 Jan, 2025
A practical guide to managing Tools for Generative AI Agents Overview Generative AI agents, which actively interact with their environment to achieve goals, rely heavily on tools. As
Read MoreByteDance Released An Open-Source Lip Sync AI Model
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- Technology , Generative AI , Machine Learning
- 09 Jan, 2025
ByteDance recently introduced LatentSync, which is a new state-of-the-art and open-source model for video lip sync. It’s an end-to-end lip sync framewor
Read MoreBolt DIY + Deepseek V3 + Gemini 2.0: The Free AI Coder
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- Programming , Technology/Web , Generative AI
- 09 Jan, 2025
Hey, have you heard about Bolt DIY? It’s super cool, and I bet you’ll love it. Imagine having a smart AI helper right in your browser that can help you code full-stack apps. The best part? I
Read More2025: The Year of Agentic AI — Building a Multi-Agent System with CrewAi and Gemini 1.5
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- Autonomous Systems , Programming , Generative AI
- 09 Jan, 2025
As many experts predict, 2025 is shaping up to be the year of agentic AI. This emerging field is poised to redefine how we interact with technology by introducing highly autonomous systems that
Read MoreTop 21 Famous RAG Frameworks in 2025
Revolutionizing AI with Advanced Retrieval-Augmented Generation Disclosure: I use GPT search. The entire article is still drafted by me.My writing style tends to be assertive and anal
Read MorePredictions 2025: Big Tech Takes the Reins
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- Technology , Generative AI , Health
- 05 Jan, 2025
This isn’t going to be a normal year. 2025 will be strange, frenetic, and full of surprises, particularly for those of us who watch tech closely. We’re not accustomed to the tech industry havin
Read MoreMastering CrewAI: Chapter 2— Flows
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- Programming , Programming/Scripting , Generative AI
- 05 Jan, 2025
Event-Driven AI Workflows Flows allow us to orchestrate tasks and manage Crews. Previous Chapter: ![](https://wsrv.nl/?url=https://cdn-images-1.readmedium.com/v2/resize:fit:800/1*NB6GaW
Read MoreI Combined the Blockchain and AI to Generate Art. Here’s What Happened Next.
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- Technology , Artificial Intelligence , Generative AI
- 05 Jan, 2025
TUTORIAL Using LLMs to create artistic representations of data Looking into the rainbow What would the blockchain look like if it could be visualized through imagery? The b
Read MorePydanticAI — The NEW Agent Builder and Framework
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- Programming , Generative AI , Technology/Web
- 05 Jan, 2025
PydanticAI is a Python Agent Framework designed to make it less painful to build production grade applications with Generative AI. FastAPI revolutionized web development by offering an innovati
Read MoreHow Uber is Saving 140,000 Hours Each Month Using Text-to-SQL — And How You Can Harness the Same Power | by Howard Chi | Wren AI | Jan, 2025 | Medium
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- Programming , Data Science , Generative AI
- 05 Jan, 2025
In a world where data-driven decision-making is critical, businesses are scrambling to find the most efficient ways to extract actionable insights from massive datasets. Uber, a global leader in
Read More🚀Building Multi-Agent LLM Systems with PydanticAI Framework: A Step-by-Step Guide To Create AI…
- Rifx.Online
- Programming , Generative AI , Data Science
- 05 Jan, 2025
Pydantic, a powerhouse in the Python ecosystem with over 285 million monthly downloads, has been a cornerstone of robust data validation in Python projects. Now, its creators are venturing i
Read MoreA Blog about a Crew AI Crew that writes about a Crew AI Crew writing a Blog | by Ryan A Ellis | Medium
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- Programming , Autonomous Systems , Generative AI
- 03 Jan, 2025
Introduction The purpose of this blog post is to briefly demonstrate what I built with the crewAI framework and the components used that make it work. I wanted to test my knowledge of what
Read MoreHow Jupyter Agent Blew My Mind. The AI Revolution You Didn’t See Coming.
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- Programming , Data Science , Generative AI
- 03 Jan, 2025
Easily accessible, but hard to believe. Once you get your hands on it you will see what I am talking about! I assume we have all heard about AI Agents. It is breaking into the mainstream a
Read MoreThe Rapid Rise of ‘o3’: A New Turning Point in the AGI Debate
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- Generative AI , Ethics , Technology
- 28 Dec, 2024
This week, the AI community has been abuzz with discussions surrounding a new frontier: OpenAI’s “o3,” a breakthrough model that has catapulted the conversation around Artificial General Int
Read MoreMy LLM’s outputs got 1000% better with this simple trick.
I wish I had known this trick sooner. When I interned at Adobe Research (Bangalore) last summer, my job was to make open-source LLMs more aligned with the context. That means that no matte
Read MoreBuilding a Multi Agent based — “Auto Recursive” — Plan , Execute, Re-Plan Process
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- Programming , Autonomous Systems , Generative AI
- 27 Dec, 2024
This blog has below 3 sections :The problem statement The solution approach Conclusions and ReferencesProblem Statement Plan, Execute & Re-Plan process is not new in the word of a
Read MoreImage Inference through Multi-Modal LLM Models
MULTIMODAL AI | LLM | OPENAI | GEMINI | VISION This blog explores the capabilities of multi-modal models in image inference, highlighting their ability to integrate visual and text
Read MoreThe Rise and Evolution of RAG in 2024: A Year in Review
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- Generative AI , Machine Learning , Data Science
- 27 Dec, 2024
As 2024 comes to a close, the development of Retrieval-Augmented Generation (RAG) has been nothing short of turbulent. Let’s take a comprehensive look back at the year’s progress from various per
Read MoreBuild Production Ready AI Assistant Backend Service (in Python) — Part 2
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- Programming , Generative AI , Chatbots
- 26 Dec, 2024
— Build a multi agent RAG system using LangGraph + Secure your Application with Authorization Key Headers *Disclosure — *the contents in this article are my own, and represent no one but myself
Read MoreChoosing the Right Gemini AI Model for You: From Flash to Pro
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- Generative AI , Technology , Data Science
- 26 Dec, 2024
Originally published on Premier Cloud BlogGoogle has released multiple Gemini models that have revolutioni
Read MoreGemini 2.0 Flash + Local Multimodal RAG + Context-aware Python Project: Easy AI/Chat for your Docs
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- Programming , Chatbots , Generative AI
- 26 Dec, 2024
In this video, I have a super quick tutorial showing you how to create a local Multimodal RAG, Gemini 2.0 Flash and Context-aware response to make a powerful agent chatbot for your business or
Read MoreGenAI Studio: Build, Manage & Analyze Generative AI Usecases for POC & Production
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- Generative AI , Education , Technology/Web
- 26 Dec, 2024
Your Hub for Building and Managing Generative AI Solutions What Makes Gen AI Studio Exciting? Generative AI is reshaping how we think about problem-solving, creativity, and efficienc
Read MoreHands-on demo with building Agentic RAG (Retrieval-Augmented Generation) pipeline
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- Generative AI , Autonomous Systems , Technology/Web
- 26 Dec, 2024
Illustration to see how autonomous agents can be involved in the RAG system to retrieve the most relevant piece of information What is Agentic RAG? So, we all know what Retrieval Augmented G
Read MoreHow to build Agentic RAG using CrewAI and Langchain
In the rapidly evolving landscape of AI, the ability to provide accurate, context-aware responses to user queries is a game-changer. Retrieval-Augmented Generation (RAG) has emerged as a powerf
Read MoreMultilingual Vision Captioning: A Multi-Model Multimodal Approach to Image and Video Captioning and…
Using a combination of Meta’s Llama 3.2 11B Vision Instruct, Facebook’s 600M NLLB-200, and LLaVA-Next-Video 7B models to produce multilingual image and video captions, descriptive tags, a
Read MoreOpenAI Unveils O3 and O3-Mini: Transforming Language Processing
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- Natural Language Processing , Generative AI , Ethics
- 26 Dec, 2024
I’ve been following OpenAI’s updates closely, and I’m excited to share some breaking news: OpenAI just announced two of their newest language models, O3 and O3-mini. After watching a recent demon
Read MoreThe Secret Sauce for Smarter AI: Exploring Model Context Protocol (MCP)
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- Generative AI , Technology , Ethics
- 26 Dec, 2024
Generative AI models are becoming increasingly sophisticated, yet the challenge of managing context in interactions remains crucial. The Model Context Protocol (MCP) is a structured approach t
Read MoreBuilding a Research Agent That Can Write to Google Docs (Part 1)
A tool that might help with your homework ***This article is the first of a two part series where we use LangGraph and Tavily to build a simple research agent, which writes and refines sho
Read MoreBuilding a Code Analysis Assistant with Ollama: A Step-by-Step Guide to Local LLMs
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- Programming , Generative AI , Chatbots
- 19 Dec, 2024
Ever wanted your own AI-powered code reviewer that runs entirely on your local machine? In this two-part tutorial, we’ll build exactly that using [ClientAI](https://igorbenav.github.io/clienta
Read MoreDeveloper’s guide to getting started with Gemini 2.0 Flash on Vertex AI
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- Technology , Programming , Generative AI
- 15 Dec, 2024
Gemini 2.0 has arrived, bringing next-level capabilities built for this new agentic era. Gemini 2.0 Fl
Read MoreHow to Fine-Tune Llama-3.2 on your own data: A detailed guide
Introduction The release of Llama-3.2 collection from Meta marked an important milestone in the open-s
Read MoreLangChain vs. LlamaIndex: A Comprehensive Comparison for Retrieval-Augmented Generation (RAG)
- Rifx.Online
- Generative AI , Data Science , Programming/Scripting
- 15 Dec, 2024
Introduction Retrieval-Augmented Generation (RAG) combines information retrieval with generative models, making it a powerful technique for applications like question answering, summarizat
Read MoreHow to Use Structured Generation for LLM-as-a-Judge Evaluations
Structured generation is fundamental to building complex, multi-step reasoning agents in LLM evaluations — especially for open source models *Disclosure: I am a maintainer of [Opik](https
Read MoreSynthetic Data Generation with Language Models: A Practical Guide
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- Programming , Data Science , Generative AI
- 15 Dec, 2024
In the evolving landscape of artificial intelligence, data remains the fuel that powers innovation. But what happens when acquiring real-world data becomes challenging, expensive, or even impos
Read MoreStep by Step Midjourney Prompts Generation using ChatGPT 4o’s Vision Analysis
You know that feeling when you’re trying to create the perfect Midjourney prompt, but the words just don’t capture what’s in your mind? I’ve been there too. After countless hours of experimentat
Read MoreLLM Agents: Multi-Agent Chats with Autogen
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- Chatbots , Programming , Generative AI
- 15 Dec, 2024
An agent is a Large Language Models customized with a system prompt so that it behaves in a specific way. The prompt typically details task types, expected task solution behavior, and constraint
Read MoreAgentic AI: Building Autonomous Systems from Scratch
A Step-by-Step Guide to Creating Multi-Agent Frameworks in the Age of Generative AI This post was co-authored with Rafael Guedes. Introduction The rise of generative AI is the ne
Read MorePydantic AI + Web Scraper + Llama 3.3 Python = Powerful AI Research Agent
- Rifx.Online
- Programming , Chatbots , Generative AI
- 15 Dec, 2024
In this video, I have a super quick tutorial showing you how to create a multi-agent chatbot with Pydantic AI, Web Scraper and Llama 3.3 to make a powerful Agent Chatbot for your business or p
Read MoreGenerative AI UX — Developing Innovative Use Cases for the Enterprise
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- Generative AI , Programming , Technology/Web
- 12 Dec, 2024
PRACTICAL DESIGN INNOVATION A framework for designing innovative and appropriate enterprise Gen AI experiences. To create innovative Generative AI experiences that users will adopt a
Read MoreGoogle Gemini-Exp-1206: The new Best LLM
Beats GPT-4.0, OpenAI-o1, Claude3.5 Sonnet and Gemini 1.5 on LMArena Google Gemini, after a lacklustre debut in the GenAI space some months back, is picking up pace quite fast. It has
Read MoreLess is More: The Art of Midjourney AI Prompt Generation with ChatGPT o1
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- Chatbots , Generative AI , Machine Learning
- 12 Dec, 2024
As an AI art creator, I was naturally excited when OpenAI released ChatGPT o1, claiming it has PhD-level intelligence. While many rushed to test its coding or writing capabilities, I had a diff
Read MoreChatGPT Pro and Full o1 Model: New Features You Should not miss!
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- Chatbots , Programming , Generative AI
- 12 Dec, 2024
OpenAI released new models and a new subscription plan, which is unlimited! Recently, OpenAI posted the tweet below and said that new features will be added each day for the upcoming 12 da
Read MoreA simple, step-by-step guide to building a production-ready Agentic AI ChatBot using Llamaindex and…
- Rifx.Online
- Chatbots , Programming , Generative AI
- 12 Dec, 2024
Introduction In this article we will be seeing how to build an end to end Agentic AI Chatbot using Llamaindex and Groq-Llama 3.3. During the course of this article you will learn about:
Read MoreBuilding Enterprise AI Apps with Multi-Agent RAG!
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- Generative AI , Machine Learning , Data Science
- 12 Dec, 2024
Authors: Pavan Belagatti & Madhukar Kumar In the rapidly evolving landscape of AI, [multi-agent Retrieval-Augmen
Read MoreMeta Llama3.3 : 70B model alternate for Llama3.1 405B
3rd model series in Llama after Llama3.1, Llama3.2 So Meta, in their final release for the year, launched Llama3.3, a 70B GenAI model that has shown some great results and has already b
Read MoreMastering CrewAI: Chapter 1 — Your First Intelligent Workflow
- Rifx.Online
- Programming , Generative AI , Chatbots
- 12 Dec, 2024
The Basics of Agents and Tasks CrewAI is a platform that allows us to create and manage teams of AI agents. It offers both enterprise and open-source solutions. In this blog post, we will
Read MoreOpenAI Day 4: Canvas Opens to All, Expanding Access to Collaborative AI Tools | by Raju Singh | Dec, 2024 | Medium
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- Programming , Generative AI , Technology/Web
- 12 Dec, 2024
On December 10, 2024, OpenAI continued its “12 Days of OpenAI” event by announcing the full release of Canvas, a collaborative tool designed for writing and coding, now accessible to all use
Read MoreOpenAI’s Sora Is Here: Everything You Need to Know About the Video Generator | by hejrene | Rene | Dec, 2024 | Medium
- Rifx.Online
- Generative AI , Video Assistants , Technology/Web
- 09 Dec, 2024
New AI tool OpenAI’s Sora Is Here: Everything You Need to Know About the Video Generator I’m amazed by how OpenAI’s Sora brings stunning creativity to video, even for someone like m
Read More[ OpenAI 給的 2024 年聖誕禮物 ] — 3 Sora 影片生成工具 | by Simon Liu | Dec, 2024 | Medium
- Rifx.Online
- Generative AI , Technology/Web , Creative Tools
- 09 Dec, 2024
備註:部分內容有使用 AI 工具進行處理,內容已經審閱過,如有發現錯誤再請留言告知,感謝大家! OpenAI Day 3 發表會在這邊,全程 20 分鐘,大家可以聽聽,或者先滑到下面,我將為各位整理本次重點。 幫大家整理十大 Sora 重點 I. 推出 Sora 影片生成工具 OpenAI 發表全新影片生成產品 Sora,這是專為影片創作設計的人工
Read MoreOpenAI Launches Sora AI Video Generator | by Thomas Smith | The Generator | Dec, 2024 | Medium
- Rifx.Online
- Generative AI , Video Assistants , Technology/Web
- 09 Dec, 2024
In a livestream on the morning of Monday, December 9, OpenAI announced that it will officially launch Sora, its AI video generator. “We don’t want the world to just be text
Read MoreClaude’s new 3.5 Sonnet outperformed OpenAI’s O1-mini. I’m shocked.
- Rifx.Online
- Programming , Generative AI , Data Science
- 07 Dec, 2024
A side-by-side comparison of Claude’s updated 3.5 Sonnet model When OpenAI released GPT-4o, I had high expectations… and was promptly let down. While GPT-4o was faster and less expensiv
Read MoreLLM Agents: Introduction to CrewAI
- Rifx.Online
- Programming , Machine Learning , Generative AI
- 07 Dec, 2024
Agent frameworks powered by LLMs promise to catapult autonomous task solving to unprecedented levels. Instead of rigid programming, LLMs reflect tasks, utilize tools, and check each other’s outp
Read MoreAutomating Comic Book Creation with CrewAI Agents: Creative Content Generation
Introduction Once upon a time, creating a comic book was a laborious process, requiring writers, illustrators, and countless hours of effort. Today, artificial intelligence has emerged as a p
Read MoreHow to build an AI-Powered SQL Data Analysis Agent with LangChain and CrewAI
- Rifx.Online
- Programming , Data Science , Generative AI
- 07 Dec, 2024
In today’s data-driven world, automating workflows for data extraction, analysis, and reporting is critical to saving time and improving efficiency. This tutorial walks you through building an AI
Read MoreOpenAI’s O1 and O1 Pro Models: A New Era of Reasoning-Focused AI
- Rifx.Online
- Programming , Machine Learning , Generative AI
- 07 Dec, 2024
Artificial intelligence has made remarkable strides in recent years, with large language models evolving from simple text generators to powerful systems capable of tackling advanced reasoning ta
Read MoreAnthropic’s Claude AI Can Now Copy Your Writing Style
I’ve been working as an AI ambassador for various organizations for months, and if there’s one thing most users keep asking, it’s how to make AI chatbots write like them. Essentially, they want
Read MoreExploring generative AI suggestions for analogous data color schemes
- Rifx.Online
- Generative AI , Color Vision , Data Science
- 05 Dec, 2024
Analogous color harmonies refer to at least three colors that are adjacent to each other on the color wheel. The color scheme can create pleasing color combinations but runs the risk of failing
Read MoreThe Two Secrets to Preventing ChatGPT From Ruining Your Content’s Quality
- Rifx.Online
- Generative AI , Writing , Content Creation
- 05 Dec, 2024
Generative AI can be a great writing assistant — but artificial intelligence will never replace a skilled human copywriter. When writing, is our goal simply to create as much as we can at t
Read MoreLangflow 1.1 Release
- Rifx.Online
- Programming , Generative AI , Chatbots
- 30 Nov, 2024
A Delightful Invitation to Agentic Pipelines! 🚀 We’re excited to share Langflow 1.1! This release packs in updates that make genAI development more flexible, interactive, and enjoyable.
Read MoreMastering AI Agents: A Hands-On Guide to CrewAI and Google Search API
- Rifx.Online
- Programming , Generative AI , Chatbots
- 30 Nov, 2024
You know how everyone’s talking about AI agents these days? They’re popping up in industries left and right, promising to transform how things get done. But honestly, trying to wrap your head ar
Read MoreMastering the 25 Types of RAG Architectures: When and How to Use Each One
Introduction Retrieval-Augmented Generation (RAG) architectures have revolutionized the way we approach information retrieval. These architectures bridge the gap between generating responses
Read MoreA multi-agentic way of implementing complex LLM applications using LangGraph framework
- Rifx.Online
- Programming , Generative AI , Machine Learning
- 30 Nov, 2024
Add LangGraph to your repertoire of GenAI related skills. This one skill can straightaway enable you to create complex AI systems today. The pre-requisite of course is to have an understanding
Read MoreApple’s LLM Siri: A New Era in AI-Powered Conversations?
- Rifx.Online
- Generative AI , Chatbots , Natural Language Processing
- 30 Nov, 2024
ARTIFICIAL INTELLIGENCE The world of artificial intelligence has been rapidly evolving in recent years, with generative AI (genAI) seemingly being added to everything. Apple’s Siri, once a
Read MoreComparing AI Coding Platforms: Cursor, V0, Bolt.new, and Windsurf for Key Visual Generation System
- Rifx.Online
- Programming , Generative AI , Technology/Web
- 29 Nov, 2024
With the rapid advancement of foundational models like VLMs (e.g., Minimax, Qwen-V) and cutting-edge image-generation technologies such as Flux 1.1, we’re entering a new era of creative poss
Read MoreCodium’s Windsurf: The Best Cursor Rival
- Rifx.Online
- Programming , Technology , Generative AI
- 29 Nov, 2024
You know the struggle of balancing speed, efficiency, and innovation in your code. Codium’s latest release, Windsurf, has changed the game entirely. Dubbed as the
Read MoreLazyGraphRAG: A New Era of Efficient and Effective RAG | by Ankush k Singal | Nov, 2024 | Medium
- Rifx.Online
- Generative AI , Machine Learning , Data Science
- 27 Nov, 2024
Introduction In the realm of artificial intelligence, Retrieval Augmented Generation (RAG) has emerged as a powerful technique to enhance the capabilities of large language models (LLMs). RAG e
Read MoreHow to Build AI Agents with LangGraph: A Step-by-Step Guide
- Rifx.Online
- Programming , Machine Learning , Generative AI
- 25 Nov, 2024
Introduction In the world of AI, retrieval-augmented generation (RAG) systems have become common tools for handling simple queries and generating contextually relevant responses. However, as
Read MoreIntroducing LightRAG: A New Era in Retrieval Augmented Generation
In the rapidly evolving field of natural language processing, Retrieval-Augmented Generation (RAG) systems have become essential for providing accurate, contextually rich responses. However, trad
Read MoreLangGraph Studio: Your first agent IDE
- Rifx.Online
- Programming , Generative AI , Chatbots
- 25 Nov, 2024
LangGraph Studio is a pioneer agentic integrated development environment for the generation and control of agentic AI applicat
Read More[ChatGPT vs Claude]How Cursor + Claude 3.5 Are Disrupting the Tech Industry: 5 Insane Use Cases
- Rifx.Online
- Programming , Technology , Generative AI
- 20 Nov, 2024
Explore five revolutionary ways Cursor and Claude 3.5 are transforming coding and design, from automatic video editing to building crypto exchange interfaces at lightning speed. The Power
Read MoreClaude 3.5 Sonnet on Amazon Bedrock: A New Era for AI-Powered Knowledge Bases
- Rifx.Online
- Technology , Machine Learning , Generative AI
- 20 Nov, 2024
In the ever-evolving landscape of artificial intelligence, staying ahead of the curve means embracing the latest innovations with both enthusiasm and strategic insight. One such innovation that
Read MoreHow to Use Claude 3.5 Sonnet API for Creative Writing
Let’s talk about something that we all face during development: API Testing with Postman for your Development Team. Yeah, I’ve heard of it as well, [Postman is getting worse](https://www.reddit
Read MoreLlama 3.2 vs GPT-4 vs OpenAI O1 vs Gemini Ultra vs Claude 3.5: Which AI Model Is Right for You?
- Rifx.Online
- Generative AI , Natural Language Processing , Ethics
- 20 Nov, 2024
Artificial Intelligence has come a long way, and each new model seems to push the boundaries further. Today, I want to share my thoughts on five of the leading AI models out there: Meta’s Llama
Read MoreQwen 2.5 Coder 32B: Is This Best Open Weight Model Better than GPT-4o and Claude 3.5 Sonnet
- Rifx.Online
- Programming , Machine Learning , Generative AI
- 20 Nov, 2024
On November 11, Alibaba announced its most advanced coding model to date: Qwen 2.5-Coder-32B-Instruct. But that’s not all, it’s actually part of a whole family of coding models! In addit
Read More📚 10 Must-Learn Skills to Stay Ahead in AI and Tech 🚀
- Rifx.Online
- Technology , Generative AI , Data Science
- 16 Nov, 2024
In an industry as dynamic as AI and tech, staying ahead means constantly upgrading your skills. Whether you’re aiming to dive deep into AI model performance, master data analysis, or transform trad
Read MoreThe Top 50+ Generative AI Use Cases Across 10 Industries in 2024
- Rifx.Online
- Generative AI , Technology , Marketing
- 16 Nov, 2024
As we look forward to 2024, generative AI (Gen AI) is increasingly recognized as a pivotal technology driving transformation across industries. This evolution marks a shift from traditional AI’s pr
Read MoreAI Research Agents: Set to Transform Knowledge Research in 2025 (Plus Top 3 Free Tools)
- Rifx.Online
- Research , Data Science , Generative AI
- 16 Nov, 2024
Here’s the deal: Something massive is about to shake up the world of knowledge research. After spending months diving deep into AI research agents and seeing them in action across various industr
Read MoreBuilding a Reliable Text Classification Pipeline with LLMs: A Step-by-Step Guide
Overcoming common challenges in LLM-based text classification In this step-by-step tutorial, we’ll walk through how to use large language models (LLMs) to build a text classification pi
Read MoreComparing Leading Text-to-Image Generation Models for Adding Text to Images
A comparison of nine leading image generation models’ ability to render accurate text (words and phrases) within an image. In this post, we will assess the capabilities of nine state-of-the-a
Read MoreGenerative AI in Market Research and Intelligence: Benefits, Use Cases, and Strategies
- Rifx.Online
- Generative AI , Market Research , Data Science
- 16 Nov, 2024
Transforming Market Intelligence with AI Generative AI is changing the way businesses approach market research and intelligence by enabling faster and more in-depth analysis of data. Trad
Read MoreI trained AI to be my smart gay bestie 💅
- Rifx.Online
- Chatbots , Generative AI , Personal Development
- 16 Nov, 2024
Using ChatGPT to help me see my blind spots Look, I know we’re all sick of talking about AI, but every time I talk to friends about how I’m using ChatGPT, they all seem to have their flabbe
Read MoreMeet Qwen2.5-Coder-32B-Instruct -Coder -open source better than gpt4o.
- Rifx.Online
- Programming , Generative AI , Data Science
- 14 Nov, 2024
Meet Qwen2.5-Coder-32B-Coder, Your New AI Coding Buddy Have you ever wished that coding was a little easier, faster, and maybe even more fun? So, prepare to meet your new AI coding friend, Qw
Read MoreQwen2.5-Coder 32B Instruct: A Best Coding Model-A Complete Step-by-Step Guide and Performance…
- Rifx.Online
- Programming , Machine Learning , Generative AI
- 14 Nov, 2024
Qwen2.5-Coder 32B Instruct: A Best Coding Model-A Complete Step-by-Step Guide and Performance Evaluation for Developers Photo By Author Introduction In the ever-evolving landscape of AI-power
Read MoreTop 25 Generative AI Terminologies You Must Know
- Rifx.Online
- Generative AI , Machine Learning , Data Science
- 14 Nov, 2024
Master the Key Concepts to Excel in Generative AI with Clear Explanations, Real-World Applications, and In-Depth Resources Generative AI is indeed a critical technology across industries; t
Read MoreTop 5 AI Tools for iOS Developers
- Rifx.Online
- Programming , Technology/Web , Generative AI
- 14 Nov, 2024
To improve your workflow speed & efficiency While there are a lot of big AI talks, I want to get you back on earth. Whether you’re already using AI-assisted tools for coding or you feel like
Read MoreBuilding Intelligent Test Automation with Gen AI (OpenAI APIs)
- Rifx.Online
- Generative AI , Programming , Testing
- 13 Nov, 2024
We all know that UI Tests are super fragile. They can break for all sorts of reasons, and one of the biggest culprits is changes to the UI locators. It’s hard to imagine how we can make them sm
Read MoreLightRAG — Simple and efficient rival to GraphRAG?
- Rifx.Online
- Generative AI , Data Science , Technology/Web
- 13 Nov, 2024
Traditional RAG systems work by indexing raw data. This data is simply chunked and stored in vector DBs. Whenever a query comes from the user, it queries the stored chunks and retrieves releva
Read MoreChatGPT Vision Turns A Picture Into 1000 Words
- Rifx.Online
- Programming , Marketing , Generative AI
- 10 Nov, 2024
And How You Can Turn Those Words Into Business I’ve had this idea for nearly a decade. It all started when I was building websites, and a lodge owner sent me a thumb drive packed with almost
Read MoreHow I Wrote a Whole Book with ChatGPT in Less Than 3 Hours!
- Rifx.Online
- Chatbots , Machine Learning , Generative AI
- 10 Nov, 2024
Demystifying the AI Craze My name is Alex, and I’m just a dude working in financial technology (Fintech), a sector that inevitably makes you curious about everything, especially new trends.
Read MoreHow to Choose Ideas for an LLM-powered Product to Thrive in a Fiercely Competitive Landscape
- Rifx.Online
- Generative AI , Product Development , Technology/Web
- 10 Nov, 2024
Welcome to the third (final) piece in my series exploring the question: “Which GenAI products are worth developing?”[The first article](https://readmedium.com/what-llm-powered-products-are-wo
Read MoreLlama 3.2: The Next Generation of Lightweight, Instruction-Tuned Language Models: A Hands-On…
Discover LLaMA 3.2’s Key Innovations in Pruning, Knowledge Distillation, and Multilingual Performance, Plus a Hands-On Tutorial to Run Locally or Through Google Colab 👨🏾💻 [GitHub](https://
Read MoreMeta’s Llama 4 is Coming Soon Plus: Parallels Brings Apple Intelligence to Windows
- Rifx.Online
- Technology , Machine Learning , Generative AI
- 10 Nov, 2024
Plus: Parallels Brings Apple Intelligence to Windows Welcome to Get The Gist, where every weekday, we share an easy-to-read summary of the latest and greatest developments in AI — ne
Read MoreUsing Llama 3 for Building AI Agents
- Rifx.Online
- Programming , Generative AI , Chatbots
- 10 Nov, 2024
Comprehensive guide to building AI Agents with Llama 3 function calling capabilities. Introduction Imagine you want to buy something. You visit an e-commerce website and use the sea
Read MoreNew Gemini 1.5 FLASH Model: An Absolute Google Game Changer
- Rifx.Online
- Programming , Machine Learning , Generative AI
- 08 Nov, 2024
Their new Gemini 1.5 Flash model blows GPT-4o out of the water and the capabilities are hard to believe. Lightning fast. 33 times cheaper than GPT-4o but has a 700% greater context — **1 m
Read MoreAI Image Generator and Story Generation App using FastAPI, Groq and Replicate
- Rifx.Online
- Programming , Technology/Web , Generative AI
- 08 Nov, 2024
Project Introduction: AI Image Generator and Story Creator The AI Image Generator and Story Creator is a web application that leverages advanced AI technologies to provide users with an interac
Read MoreOvercoming LLM Challenges in Healthcare: Practical Strategies for Development in Production
- Rifx.Online
- Health , Generative AI , Machine Learning
- 08 Nov, 2024
Generative AI An article on the most common LLM development challenges I’ve encountered, effective mitigation strategies, and a career-defining interview mistake Introduction I’v
Read MoreArtifacts: Top Mindblowing uses of Claude 3.5 Sonent
Anthropic recently launched its most advanced LLM, “Claude 3.5 Sonnet,” and it’s mindblowing. People on social media called this model the most advanced LLM currently available. This AI model out
Read MoreLongRAG: Giving AI a Bigger Net to Catch More Fish in the Sea of Information
In my previous article, I introduced whether RAG would become obsolete due to long-context LLMs. Today, let’
Read MoreVisualize your RAG Data — Evaluate your Retrieval-Augmented Generation System with Ragas
How to use UMAP dimensionality reduction for Embeddings to show multiple evaluation Questions and their relationships to source documents with Ragas, OpenAI, Langchain and ChromaDB Retrieval
Read MoreHow Agentic RAG solves problem with current RAG limitations
- Rifx.Online
- Generative AI , Data Science , Machine Learning
- 04 Nov, 2024
In this volume 4 of coffee break concept, we will understand how AgenticRAG helps solve limitations of traditional RAG. RAG Framework The RAG (Retrieval Augmented Generation) framework operates
Read MoreThe Rise of the AI Agent Product Manager and AI Agent Engineer
- Rifx.Online
- Generative AI , Ethics , Technology
- 04 Nov, 2024
Imagine a future where Generative AI doesn’t just respond to queries but proactively solves complex problems across every facet of business. This isn’t science fiction; it’s the rapidly approach
Read MoreA Month with Cursor and Claude-Dev: My Thoughts
- Rifx.Online
- Programming , Technology , Generative AI
- 04 Nov, 2024
I’ve been using two new tools recently- Cursor and Claude-Dev -both of which have been getting a fair bit of attention in the developer community. They’re each built to make coding faste
Read MoreHow to Improve LLMs with RAG
A beginner-friendly introduction w/ Python code This article is part of a larger series on using large language mo
Read MoreUsers Will Fall in Love With OpenAI’s New GPT-4o Model. Literally.
- Rifx.Online
- Generative AI , Chatbots , Natural Language Processing
- 01 Nov, 2024
The company’s new GPT-4o can understand and mimic human speech and emotion In the iconic 2013 film Her, the protagonist develops an intense relationship — which morphs into a love affair
Read MoreOpenAI’s ‘Leaked’ GPT2 Model Has Everyone Stunned.
- Rifx.Online
- Chatbots , Generative AI , Natural Language Processing
- 01 Nov, 2024
On-Purpose leak? The influence that OpenAI has on the AI industry can’t be understated. Every move or decision makes headlines automatically… even if they don’t actually announce the thin
Read MoreOpenAI Confirms the Arrival of GPT-5, Poised to Bring Huge Improvements to Artificial Intelligence…
A netizen posted a GPT5 countdown post on x, saying that it was a conclusion drawn from clues from various platforms. The comment section has reached a climax with all kinds of opinions coming out
Read MoreThe Quest for Production-Quality Graph RAG: Easy to Start, Hard to Finish
- Rifx.Online
- Programming , Data Science , Generative AI
- 01 Nov, 2024
Overcoming the challenges of productionizing graph RAG When I read the recent article in VentureBeat about how Glean [just secured over $260 million in its latest funding round](https://ve
Read MoreHow to create an AI team to write compelling stories with CrewAI and Gemini Pro
Are you fascinated by the idea of AI generating stories that capture the imagination? If so, you’re not alone! In this article, we’ll dive into an introductory project that combines the powers of C
Read MoreMistral AI Unveils Ministral 3B and 8B Models Plus: Nvidia Launches AI Model that Outperforms GPT-4
- Rifx.Online
- Technology , Generative AI , Machine Learning
- 31 Oct, 2024
Plus: Nvidia Launches AI Model that Outperforms GPT-4 Welcome to Get The Gist, where every weekday we share an easy-to-read summary of the latest and greatest developments in AI — n
Read MoreRetrieval-Augmented Generation: Approaches, State of the Art, and Optimization Strategies
⭐ RAG is particularly useful in knowledge-intensive scenarios or domain-specific applications that require knowledge that’s continually updating. RAG has been popularized recently with its app
Read MoreIntroduction to LLaVA: A Multimodal AI Model
LLaVA is an end-to-end trained large multimodal model that is designed to understand and generate content based on both visual inputs (images) and textual instructions. It combines the capabil
Read MoreLlama 3.1 405B — How to Use for Free
- Rifx.Online
- Programming , Technology , Generative AI
- 29 Oct, 2024
No Local Install Needed Llama 3.1 405B is Meta’s most advanced AI model released in July 2024 — but where can you try it?** LLama 3.1 comes in different versions, including
Read MoreClaude 3.5 Sonnet V/S GPT-4O: Which one is better
In November 2022, OpenAI launched ChatGPT, a model that has revolutionized how we search and interact with information. Next year, in March, an American startup,” Anthropic,” founded by ex-OpenAI
Read Moreo1-preview vs. claude-3.5-sonnet: Comparing top LLMs
- Rifx.Online
- Programming , Machine Learning , Generative AI
- 27 Oct, 2024
Today (Sep 12, 2024), OpenAI unveiled its latest language model, o1-preview. This advanced model is engineered to dedicate more time to processing before generating responses, enabling it to tackl
Read MoreClaude 3.5 Sonnet (New): Pioneering the Future of AI with Computer Control Capabilities
- Rifx.Online
- Programming , Technology , Generative AI
- 27 Oct, 2024
Anthropic has unveiled its latest AI model, Claude 3.5 Sonnet, on October 22, 2024. This release introduces revolutionary computer control capabilities and substantial improvements across variou
Read MoreBuilding a Local AI-Powered News Aggregator with Ollama, Swarm, and DuckDuckGo
- Rifx.Online
- Programming , Generative AI , Technology/Web
- 24 Oct, 2024
Building a Local AI-Powered News Aggregator with Ollama, Swarm, and DuckDuckGo In today’s fast-paced world, staying up-to-date with the latest news in specific fields can be challenging. What i
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