Generative Agents AI technology page Top Builders

Explore the top contributors showcasing the highest number of Generative Agents AI technology page app submissions within our community.

Generative Agents

Generative Agents are computer programs designed to replicate human actions and responses within interactive software. To create believable individual and group behavior, they utilize memory, reflection, and planning in combination. These agents have the ability to recall past experiences, make inferences about themselves and others, and devise strategies based on their surroundings. They have a wide range of applications, including creating immersive environments, rehearsing interpersonal communication, and prototyping. In a simulated world resembling The Sims, automated agents can interact, build relationships, and collaborate on group tasks while users watch and intervene as necessary.

General
Relese date	April 7, 2023
Type	Autonomous Agent Simulation

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We have collected the best Generative Agents libraries and resources to help you get started to build with Generative Agents today. To see what others are building with Generative Agents, check out the community built Generative Agents Use Cases and Applications.

Generative Agents Tutorials

Building an Intelligent AI Agent for Content Moderation with Structured Output

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Generative Agents resources

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Generative Agents AI technology page Hackathon projects

Discover innovative solutions crafted with Generative Agents AI technology page, developed by our community members during our engaging hackathons.

FraudShield-AI powered fraud detection System

FraudShield is a cutting-edge solution designed to combat the growing problem of financial fraud in today’s digital world. By leveraging IBM Watsonx and Granite AI, FraudShield analyzes transactions as they happen, assigns a risk score (0 to 1), and flags suspicious activities in real-time. Key features of FraudShield include: Real-Time Fraud Detection: Instantly identifies and stops fraudulent transactions. Multi-Currency Support: Works seamlessly with USD, EUR, INR, GBP, JPY, and more. Interactive Dashboard: Visualizes transaction trends, risk scores, and fraud hotspots. AI Chatbot: Provides instant support and answers user queries. Detailed Reports: Generates comprehensive insights for better decision-making.

GridPilot - GSheets agent for the everyday tasks

GridPilot transforms how you interact with Google Sheets by providing an intelligent chat interface powered by IBM Granite AI. This powerful sidebar assistant understands natural language, allowing you to analyze data, generate reports, and access real-time information without complex formulas or programming. With GridPilot, you can simply type questions about your spreadsheet data and receive instant insights. Need weather data? Want to search the web? Looking to create visualizations? Just ask. The assistant maintains context-aware conversations, making complex data analysis feel as natural as chatting with a colleague. Key capabilities include: • Natural language querying of spreadsheet data • Automated report and visualization generation • Real-time web search and weather information integration • Persistent chat history with context awareness • Custom instructions support for specialized workflows • Secure API key management and user-specific settings Built on Google Apps Script and powered by IBM Granite AI, GridPilot seamlessly integrates with your existing Google Sheets workflow. Whether you're a data analyst, business user, or anyone working with spreadsheets, GridPilot makes complex tasks simple through conversation.

Mediscribe

Mediscribe aims to alleviate the extensive administrative burden faced by doctors through AI-powered automation. The system, leveraging IBM's Granite AI model, streamlines patient interactions and clinical workflows. For patients, it simplifies appointment booking and provides tailored pre-appointment instructions, including restriction management. For doctors, it consolidates patient data into easily digestible summaries and automates the laborious process of documenting patient encounters. Real-time conversation recording and transcription, coupled with AI-driven summarization, drastically reduces note-taking time. Furthermore, the system generates comprehensive SOAP handouts and referral letters from these summaries, freeing up valuable time for direct patient care. This comprehensive approach minimizes manual data entry and document creation, enabling doctors to focus on diagnosis and treatment, thereby enhancing overall efficiency and patient satisfaction within the medical practice. See at https://mediscribe-alpha.vercel.app/

WorkWiseAI

Why WorkWiseAI? Large modern businesses and fast-growing startups often struggle with operational inefficiencies hidden within their workflows. Traditional process audits can be time-consuming, subjective, and costly. WorkwiseAI automates this process, delivering real-time, AI-driven workflow analysis that enhances decision-making. Use cases of IBM Services have seen success, including Vodafone, which reduced testing timelines to 1 minute and Artefact, which uses a portfolio of personas represented by AI identities, allowing professionals to reveal crucial insights from customer behavior. Built on IBM’s open source granite-3.1-8b-instruct powered by IBM AgentLab, WorkwiseAI provides businesses with deep workflow insights, data-driven efficiency scoring, and AI-generated optimization strategies. At the core of WorkwiseAI is a custom 'S3' Agent Pipeline that orchestrates three AI-powered agents and IBM Vector Index document grounding to streamline workflow analysis: Summarizer Agent: Breaks down complex business processes into distinct, numbered steps, identifying inefficiencies based on structured business context data. Scorer Agent: Critically evaluates each workflow step, assigning efficiency scores using industry-relevant metrics and a custom scoring model. Suggester Agent: Leverages tools to access external knowledge sources such as Wikipedia, DuckDuckGo, and retrieval-augmented generation (RAG) queries to provide actionable improvements for each workflow step. The prototype also enables interactive Workflow Visualization: clean structured insights from large data through intuitive Streamlit dashboard widgets. Multi-Language Chatbot Interface: Allows for seamless interaction with WorkwiseAI across different business environments. By harnessing IBM’s advanced AI ecosystem, WorkwiseAI empowers organizations to transform workflow management, ensuring agility, competitiveness, and sustainable growth.

DualForce-Double Workforce with Same Headcount

DualForce revolutionizes workplace productivity by creating personalized AI expert mentors for every employee across any role in the organization. By transforming a single employee into two - one physical and one virtual expert - it effectively doubles your workforce capacity without increasing headcount. From developers coding in different languages to HR professionals and executives, DualForce creates role-specific expert twins through vectorizing authoritative resources. For developers, it uses programming books and documentation; for HR, policy handbooks; for executives, leadership resources. Consider a typical Android development team with 4 junior developers and 1 senior developer. Traditionally, all junior developers direct their queries to the senior developer, creating a bottleneck that reduces overall team productivity and delays project timelines. DualForce solves this by providing each junior developer with their own AI mentor, trained on authoritative resources specific to their tech stack. DualForce uses Generative AI with RAG (Retrieval-Augmented Generation) technology to ground responses in authoritative sources, reducing hallucinations and increasing accuracy. With conversation memory, it provides contextually relevant assistance based on previous interactions. The system: 1. Understands employee's domain and required expertise 2. Creates role-specific AI mentors using curated resources 3. Uses RAG for verified, accurate responses 4. Maintains conversation context for better assistance 5. Adapts to any professional role Benefits: 24/7 instant expert guidance Reduced senior staff bottlenecks Doubled productivity without doubled costs Domain-specific accurate solutions Seamless knowledge access DualForce transforms teams through reliable, context-aware Generative AI technology, making expert knowledge accessible while maximizing workforce efficiency.

AdvancedLeadsGeneration-AI

AdvancedLeadsGeneration-AI goes beyond existing lead generation solutions by introducing AI-driven agent discussions that critically evaluate potential clients. Unlike traditional systems that rely on predefined scoring models or simple CRM-based analytics, this solution simulates real-world business negotiations. Two AI agents engage in dynamic debates—one advocating for a lead while the other raises potential concerns—ensuring a comprehensive and unbiased assessment. What makes this project a crucial asset for lead generation is its ability to go a step further: it doesn’t just identify potential clients but actively discusses and judges businesses based on a company's specific sales strategy and historical data. By analyzing past successful deals and client interactions, the system refines its decision-making process, aligning lead evaluation with actual business goals. Built with Next.js, FastAPI, and IBM Watson AI, this solution seamlessly integrates with existing sales pipelines, offering a scalable, automated, and intelligent approach to lead qualification. This innovation not only saves time but also optimizes sales efforts, improves conversion rates, and enhances business decision-making with AI-driven insights.