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AI Agentic use cases / workflows

Agents vs Worflows

How to build AI Agents and Workflows.

Liam Ottley explains how to build AI Agents quickly and efficiently

How to build AI Agents and Workflows.

Workflows

Agentic Functionality

Video

Liam Ottley explains website w/AI Agents

Learn how to build your own website with AI Agent functionality

Liam Ottley explains how to generate income via AI Agents

Learn how to build your own website with AI Agent functionality

Discover the Power of AI Security Defense's Security Measures in Our Gallery

    Essential agentic tools

    Replit

    Browser Use

    Browser Use

    •  Replit AI | Replit Docs  
    •  The Replit Agent is an AI-powered tool designed to assist users in building software projects. It can understand natural language prompts and help create applications from scratch, making software development more accessible to users of all skill levels. 


    Browser Use

    Browser Use

    Browser Use

    • . Browser Use - Enable AI to control your browser 
    • We make websites accessible for AI agents by extracting all interactive elements, so agents can focus on what makes their beer taste better.

     


    Fathom

    Browser Use

    Together AI

    • . Fathom AI Notetaker - Never take notes again 
    •  Product praise Fathom for its stealthy support in meetings, freeing up minds for big-picture thinking. It's a hit for its effortless recording and smart summaries, turning every product chat into clear-cut action plans. For Product folks, it's become the go-to for snagging insights without the scribble.

    Together AI

    Together AI

    Together AI

    •  Together AI Products | Inference, Fine-Tuning, Training, and GPU Clusters 
    •  Build and run generative AI applications with accelerated performance, maximum accuracy, and lowest cost at production scale. 

    Otter.Ai

    Together AI

    Otter.Ai

    •  Otter.ai - AI Meeting Note Taker & Real-time AI Transcription 
    • OtterPilot auto-joins Zoom, Google Meet, and Microsoft Teams meetings to automatically take notes, allowing everyone to participate freely.  Follow along live on the web or on the iOS or Android app.

    Slack

    Together AI

    Otter.Ai

    •  Slack AI has arrived | Slack 
    •  These new AI capabilities empower our customers to access the collective knowledge within Slack so they can work smarter, move faster, and spend their time on things that spark real innovation and growth. In the era of generative AI, Slack is the trusted, conversational platform that connects every part of a business to supercharge team productivity.” 

    Claude

    Devin AI

    Claude

    •  Claude 
    •  Claude is a next generation AI assistant built by Anthropic and trained to be safe, accurate, and secure to help you do your best work.
    • Draft and iterate on websites, graphics, documents, and code alongside your chat with Artifacts.
    • Talk to Claude on the web, iOS, and Android. Ask about images and docs. Access to one of our latest models. Free!
    • Pro: $18/month - Access to Projects to organize documents and chats, Ability to use more models, like Claude 3.5 Sonnet and Claude 3 Opus.
    • Claude can process large amounts of information, brainstorm ideas, generate text and code, help you understand subjects, coach you through difficult situations, simplify your busywork so you can focus on what matters most, and so much more.

    Zapier

    Devin AI

    Claude

    •   Sign up to start your 14-day free trial! 
    •   Zapier helps you automate the most tedious parts of your day-to-day job. With 7,000+ integrations and service offerings, 
    • Stop waiting for developers to bring order to your apps. Take control with Zapier, streamline your tasks, and achieve more with less effort.
    • Pass info between your apps with workflows called Zaps.
    •  Build processes faster and get more done—no code required 

    Devin AI

    Devin AI

    Devin AI

    •  Cognition | Introducing Devin, the first AI software engineer 
    • Devin AI, a new AI software engineer created by Cognition (the company behind Devin AI), is turning up software development. Led by Scott Wu, Devin tackles coding, debugging, and even app/website creation. 
    • With our advances in long-term reasoning and planning, Devin can plan and execute complex engineering tasks requiring thousands of decisions. Devin can recall relevant context at every step, learn over time, and fix mistakes.

    (13) AI Products necessary to Build a Comprehensive AI frame

    1) Promptmetheus

    3) Vapi - Voice AI

    1) Promptmetheus

    • Promptmetheus: Prompt Engineering IDE 
    • Compose, Test, Optimize, Collaborate, 
    • Promptmetheus breaks prompts down into LEGO-like blocks for better composability, e.g. Context ⇢ Task ⇢ Instructions ⇢ Samples (shots) ⇢ Primer.
    • The Prompt IDE includes a range of tools to evaluate your prompts under various conditions. For instance, Datasets enable rapid iteration across different inputs, while completion Ratings and the respective visual indicators help gauge output quality.

    2) Cursor

    3) Vapi - Voice AI

    1) Promptmetheus

    •  Cursor - The AI Code Editor 
    • Cursor includes a powerful autocomplete that predicts your next edit. Once enabled, it is always on and will suggest edits to your code across multiple lines, taking into account your recent changes.
    • Get answers from your codebase or refer to files or docs.
    • Use the model’s code in one click. Build software faster
    • Apply the code suggestions from chat back into your codebase by clicking the play button on top of any chat codeblock.
    •  Use @Codebase or Ctrl Enter to ask questions about your codebase. Cursor will search your codebase to find relevant code to your query. 

    3) Vapi - Voice AI

    3) Vapi - Voice AI

    4) Google Gemini Deep Research

    •  Vapi - Voice AI for developers. 
    • Customer support, front desk, outbound sales, lead generation, telehealth, food ordering, transportation logistics, employee training, roleplay, or whatever else you want to build
    • Inbound, Outbound calls, Voice products, Voice IoT
    • Turbo latency optimizations: Optimized GPU inference, intelligent caching, low-latency audio streaming.
    • Interruptions: A person knows when to stop speaking, your voicebot should too.
    • Proprietary endpointing model: With great speed comes great responsibility, your users shouldn’t be interrupted when they pause.
    • Function calling: Give your voicebot superpowers–booking appointments, data lookup, form-filling, and so much more.
    • Multilingual support: Create voice agents in your users’ tongues–English, Spanish, German, Hindi, Portuguese, and 100+ others

    4) Google Gemini Deep Research

    4) Google Gemini Deep Research

    4) Google Gemini Deep Research

    •  Gemini: Try Deep Research and Gemini 2.0 Flash Experimental 
    •  Deep Research rolls out to Gemini Advanced subscribers today, saving you hours of time. Plus, you can now try out a chat optimized version of 2.0 Flash Experimental in Gemini on the web. 
    • Deep Research does the hard work for you. After you enter your question, it creates a multi-step research plan for you to either revise or approve. Once you approve, it begins deeply analyzing relevant information from across the web on your behalf.
    • Gemini continuously refines its analysis, browsing the web the way you do: searching, finding interesting pieces of information and then starting a new search based on what it’s learned. It repeats this process multiple times and, once complete, generates a comprehensive report of the key findings, which you can export into a Google Doc.

    5) Fireflies.ai

    4) Google Gemini Deep Research

    5) Fireflies.ai

    • Fireflies.ai | AI notetaker to transcribe, summarize, analyze meetings 
    •  Fireflies.ai helps your team transcribe, summarize, search, and analyze voice conversations. 
    • Get automatic meeting notes, action items, & transcripts
    •  Explore Video conferencing Integrations - Fireflies.ai Notetaking Automatic Summaries & Transcription 
    •  Transcribe & Summarize meetings across Google Meet, Teams, Zoom, & more 
    •  Fireflies captures video + audio recordings along with the AI-powered notes. 
    •  Upload audio files, capture in-person meetings, and transcribe phone calls made using dialers. 

    6) Airtable AI

    4) Google Gemini Deep Research

    5) Fireflies.ai

    •  Demo: Airtable AI in Action - Airtable 
    • learn how to embed AI across your most critical workflows. Use Airtable AI to uncover hidden insights, spark fresh ideas, and find new ways to strengthen and accelerate impact across the org.
    • See five ways Airtable AI can transform core business processes,  
    • Learn how to use AI to organize, analyze, and connect the information you already have in Airtable, Watch how to integrate AI where your team already works to help leaders make better decisions, faster.
    • App Building, AI Workflows, Connected Data, Platform Features.
    • Integrations: Slack, Google Drive, Salesforce, Jira, Zendesk.
    • Solutions: Product Central, Marketing, Operations, Project Management, Human Resources, Sales, Finance.

    7) AgentiveHub AI

    7) AgentiveHub AI

    7) AgentiveHub AI

    •    Agentive - Create, Deploy & Manage AI Agents 
    • Build: Craft the perfect prompts
    • Perform Actions and Tooling
    • Store Data w/ Knowledge Base
    • Deploy Agents to your favorite Platforms.
    • AI Automative Agents (AAA)

    8) Claude

    7) AgentiveHub AI

    7) AgentiveHub AI

    •  Claude    
    • Claude can process large amounts of information, brainstorm ideas, generate text and code, help you understand subjects, coach you through difficult situations, simplify your busywork so you can focus on what matters most, and so much more.

    9) Perplexity

    7) AgentiveHub AI

    9) Perplexity

    •  Perplexity   
    •  Getting started with Perplexity 
    • Perplexity is the world’s first answer engine. It searches the internet in real time to deliver fast, clear answers to any question—with sources and citations included. Whether you need a quick fact or want to dive deep into a complex topic, Perplexity finds reliable answers and saves you the trouble of clicking through endless links.
    • Direct answers instead of links: Traditional search engines respond with a list of links. Perplexity gives you the answers upfront—saving time and energy.
    • AI-driven insights: Powered by the latest AI models like GPT-4 Omni and Claude 3.5, Perplexity understands your question and delivers precise, relevant information.
    • Conversational interface: You can ask follow-up questions naturally, like you’re having a conversation with a knowledgeable friend.
    • Trusted sources: Every answer comes with clickable citations, making it easy to verify the information and dig deeper if you want.


    10) Recraft

    10) Recraft

    9) Perplexity

    •  Infinite AI Artboard - Recraft 
    • Experiment with infinite styles without long and detailed prompts
    • Control style with visual examples, align positioning, and fine-tune objects with AI.
    • Store and share styles for perfect brand consistency.
    • Share your projects, get real-time feedback, and watch your team navigate the canvas live.
    • AI editing tools

    11) Runway

    10) Recraft

    11) Runway

    •   Runway AI Video Generator - Aitubo.ai 
    • Make AI Video with Runway, Unleash your creativity. A new frontier for high-fidelity, controllable video generation.


    OPENAI OPERATOR

    Agent Control

    Agent controls your browser and takes action.

    Agents Overtaking the Internet

    Operator takes the Internet by surprise

    how to build agents

    Anthropic

    AI Agentic.

    Autogen Studio 2.0

    AI Agentic

    AI agentic predictions for 2025

    Agentic Age Part 1

    TBD

    Agentic Age Part 2

    TBD

    Autogen Buils Examples

    TBD

    Generate excitement

    TBD

    AI Agents are hot! get onbaord

    replit agent & assistant

    Replit Builder Agent

    TBD

    Orchestrating Agentic Workflows

    Enterprise Integration and Workflows

    Data Fabric Explained

    AI Integration Video - IBM

    What are AI agents?

    AI Agents

     AI Agents, or Artificial Intelligence Agents, are software entities that can independently perform tasks, make decisions, and interact with their environment or other systems based on rules, machine learning algorithms, or direct instructions.


    AI agents represent a significant advancement in AI technology, moving from static, rule-based systems to dynamic entities capable of complex interaction and decision-making within or across digital ecosystem

    :
    Key Characteristics of AI Agents:

    • Autonomy: AI agents can operate without constant human intervention, making decisions based on their programming or learned behavior.
    • Perception: They can perceive their environment through various inputs (sensors, data feeds, user input, etc.), allowing them to react to changes or new information.
    • Action: AI agents can perform actions in the digital or physical world, like executing commands, sending messages, or controlling devices.
    • Adaptability: Many AI agents have learning capabilities, allowing them to improve performance or adapt to new scenarios over time.
    • Goal-Oriented: They often work towards specific objectives, whether it's completing a task, optimizing a process, or providing a service.


    Types of AI Agents:

    • Reactive Agents: Respond to current situations without considering past experiences or future implications. They operate strictly on input-output mappings.
    • Deliberative Agents: Use reasoning and planning to achieve goals, considering both current and future states.
    • Learning Agents: Improve their performance over time by learning from experiences or data.
    • Utility-Based Agents: Choose actions based on a utility function that measures how well an action achieves their goals.
    • Multi-Agent Systems: Where multiple AI agents interact, either cooperatively or competitively, to solve problems or achieve collective goals.


    Applications:

    • Virtual Assistants: Like Siri, Alexa, or Google Assistant, which manage tasks, answer questions, and provide information.
    • Autonomous Vehicles: Self-driving cars use AI agents to navigate, make driving decisions, and interact with other vehicles or pedestrians.
    • Customer Service Bots: Handle inquiries, provide support, or manage transactions in e-commerce and service industries.
    • Healthcare Agents: Assist in diagnostics, treatment planning, or patient monitoring.
    • Financial Trading Agents: Automatically buy or sell assets based on market analysis.
    • Gaming AI: Control non-player characters (NPCs), making games more dynamic and challenging.
    • Personal Productivity: Agents that manage schedules, organize emails, or automate repetitive tasks.


    Development Tools and Platforms:  Many of the tools listed previously, like LangChain, AutoGen, or SUPERAGI, are used to develop, train, or manage AI agents, providing frameworks for their creation, deployment, and interaction.


    AI agents represent a significant advancement in AI technology, moving from static, rule-based systems to dynamic entities capable of complex interaction and decision-making within or across digital ecosystems 

    AI agents - major players

    AI agent developMENt tools

    Firewall Management

     Here is a comprehensive list of AI agent development tools as of 2024:


    Frameworks and Platforms:

    • AutoGen: Provides a flexible framework for building complex systems with multiple AI agents.
    • LangChain: An open-source framework for developing LLM-based applications, including agents.
    • CrewAI: Specializes in multi-agent collaboration, offering an easy setup for agent teams.
    • Semantic Kernel: Designed to enhance existing software with AI capabilities, supports multi-agent systems.
    • LangGraph: A library for creating language model-based graphs, useful for agent orchestration.
    • AgentVerse: Focuses on enterprise workflow management with AI agents.
    • SmythOS: A platform for building intelligent agents with templates and custom agent creation.
    • Cogniflow: A no-code platform for developing AI models, including agents, for various use cases.
    • SUPERAGI: An open-source infrastructure for developing, managing, and deploying AI agents.
    • Lidy: Enables the creation of AI agents with a focus on interaction and task execution.


    Specialized Tools:

    • AgentGPT: For quick deployment of custom AI agents without coding knowledge.
    • ChatDev: A framework for developing AI agents that can communicate and collaborate.
    • AIlice: Creates a "text computer" where LLMs function as central processors for agent tasks.
    • Ema: An AI employee tool integrating with numerous enterprise applications for automation.
    • ReactAgent: Specifically for developers working with React, aiding in code completion and debugging.


    Development and Integration:

    • AgentX.so: Offers tools for building AI chatbots and analytics.
    • Boodle: Provides an AI platform for business process automation.
    • Kompas AI: Allows building custom conversational AI agents tailored to specific needs.
    • Lyzr.ai: An enterprise platform offering SDKs for AI agent development.


    Experimental and Niche:

    • MemGPT: Not an agent itself but a tool for enhancing LLM memory, which can be crucial for agent development.
    • Covalent's AI Agent SDK: Facilitates building AI agents that can interact with both on-chain and off-chain data.
    • Solana Agent Kit: An open-source toolkit for creating AI agents that interact with the Solana blockchain.


    Visual and Low-Code:

    • Langflow: An open-source visual IDE for building AI agents without extensive coding.
    • Flowise: A low-code platform for creating AI workflows, including agent development.
    • Autogen Studio: Another platform for low-code agent development with a focus on ease of use.


    These tools cover a range from no-code solutions for beginners to complex frameworks for experienced developers, catering to different levels of expertise and specific use cases in AI agent development. 

    Intrusion Detection

    We use advanced intrusion detection systems to monitor your network for suspicious activity, and take immediate action to prevent attacks.

    Data Encryption

    We offer end-to-end data encryption, ensuring that your sensitive information is protected both at rest and in transit.

    AI agentS - sIMPLIFIED

    Protect Your Business Today

    AI Agents Functionality

     

    AI agents can have a wide range of capabilities depending on their design, purpose, and underlying technologies. Here's a categorized list of common capabilities:


    Data Processing and Analysis

    • Data collection: Gather information from various sources like sensors, databases, or APIs.
    • Data analysis: Identify patterns, trends, and insights from structured and unstructured data.
    • Prediction: Use historical data to forecast future outcomes.
    • Optimization: Recommend or execute solutions to optimize performance or efficiency.


    Natural Language Processing (NLP)

    • Language understanding: Interpret and understand human language in text or speech.
    • Language generation: Create coherent text or responses in natural language.
    • Sentiment analysis: Detect emotions or opinions in text.
    • Translation: Convert text or speech between languages.
    • Voice synthesis: Generate human-like speech from text (Text-to-Speech).


    Automation and Task Execution

    • Process automation: Perform repetitive tasks with high accuracy and speed.
    • Decision-making: Use rule-based or learned models to make informed decisions.
    • Scheduling and reminders: Manage tasks, calendars, and alerts.
    • Integration: Interact with other systems or tools to perform actions (e.g., sending emails, triggering workflows).


    Interaction and Personalization

    • Virtual assistance: Provide support or answers to user queries.
    • User profiling: Adapt behavior and recommendations based on user preferences and history.
    • Conversational AI: Engage in dynamic, context-aware conversations.
    • Emotion recognition: Detect and respond to user emotions.


    Computer Vision

    • Object detection: Identify and locate objects in images or videos.
    • Facial recognition: Recognize or verify individual faces.
    • Image classification: Categorize images into predefined groups.
    • Scene understanding: Analyze and interpret visual environments.


    Learning and Adaptation

    • Supervised learning: Learn from labeled datasets to perform tasks.
    • Unsupervised learning: Discover patterns in unlabeled data.
    • Reinforcement learning: Improve performance through trial-and-error feedback.
    • Continuous learning: Adapt to new data or environments in real time.


    Robotics and Physical Interaction

    • Navigation: Move autonomously in physical spaces (e.g., robotic vacuum, drones).
    • Manipulation: Interact with and manipulate physical objects.
    • Environmental awareness: Use sensors to understand and respond to surroundings.


    Security and Monitoring

    • Threat detection: Identify potential security risks or anomalies.
    • Access control: Verify identities and grant permissions.
    • Monitoring systems: Keep track of operations or processes for irregularities.


    Industry-Specific Applications

    • Healthcare: Diagnose conditions, assist in surgeries, or monitor patient health.
    • Finance: Detect fraud, assess credit risk, or optimize investments.
    • Customer service: Handle support queries via chatbots or voice systems.
    • Education: Provide personalized learning experiences or tutoring.


    These capabilities can be combined or tailored to fit specific use cases, making AI agents versatile tools for various applications. Let me know if you'd like details on any specific area.

    More info!   

    Protect Your Business Today

    Power to Build

    Create software and tools (Bolt, ReplaAgent...) AI assistant dev tools, 

    Power to Automate

    Create AI Agents and Automated Workflows. Automate repetitive work, typically need (labor, capital, code, content), Create AI Agents to do the work, combine workflows and agents to run your entire business. for Agents (ChatGPT. Relevance.ai), Workflows (Zapier, Make.com) Prompt Engineering (Promptmetheus), API (Postman), Video MidJourney, Runaway, Suno,

    Power to Create

    Power to Connect

    Create Professional Grade Content MidJourney, Dall-e, Replicate, RunwayML videos, Suna music, AI Content Creation, AI Enhanced Editing, (Descript, Opus), 

    Power to Connect

    Incident Response

    Power to Connect

    Building Influence and Audience, build X text content, promote interesting ideas and present clearly, amplify your ideas, structure your thoughts. Need AI enhanced writing to be successful, use Claude 3

    Cloud Security

    Incident Response

    Incident Response

    Our cloud security solutions ensure that your data is safe and secure, no matter where it's stored or accessed from.

    Incident Response

    Incident Response

    Incident Response

    In the event of a security breach or cyber attack, our incident response team will be there to help you contain the damage and get back on track.

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