Generative Agents AI technology page Top Builders

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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 dateApril 7, 2023
TypeAutonomous Agent Simulation

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    Stock AI

    Stock AI

    With just a name of the stock, Buy or sell option and risk strategy, The platform provides you graph analysis(short, medium and long term), News analysis , sentiment and fundamentals analysis and lastly using all the information processed, an advisory strategy for the future. The platform fetches the real time stock data and analyses short, medium and long term graph data, and performs a visual analysis on it using Gemini Pro Vision model. We have GPT 3.5 32k model to analyze the news fetched from news API in the context of the stock. The graph analysis, news analysis, Fundamentals, user's strategy are all provided to a fine tuned LLM to provide recommendations on strategies for the user. With the evolution we plan to use an RAG with time series, where each time stamp with 5 days, 1 month and a year data is vectorized with the current value equal to zero and the rest time stamps value normalized. this helps the model to predict future time stamp by taking considerations into previous similar chart movements of k examples. This helps us to track the chart patterns without explicitly defining it. In summary we used RAG to semantically search k similar Graph patterns of a similar time frame and averaging the k graphs to predict the future chart movements. Feautures : 1. The models could be easily swapped. From GPT to Gemini in 5 mins 2. With fine tuning each agent the performance of the overall platform would rise exponentially. 3. Vectors created for the time series could be more advanced by including the Volume dimension as well as the news sentiment dimension

    Intelliscan AI powered MRI Analysis Specialists

    Intelliscan AI powered MRI Analysis Specialists

    Intelliscan: Empowering MRI Specialists with AI-powered Insights The Challenge: MRI specialists face a relentless tide of information overload. Mountains of research papers compete for their attention, while ever-growing patient workloads leave precious little time for in-depth analysis. This constant pressure can lead to missed details and ultimately, impact patient care. Intelliscan: Your AI-powered MRI Co-Pilot Intelliscan tackles this challenge head-on by leveraging the power of Artificial Intelligence (AI). Imagine a solution that: Automates Medical Image Analysis: Intelliscan automates the analysis of MRI scans, extracting key features and potential abnormalities, allowing specialists to focus on diagnosis and treatment planning. Delivers Instant Research Insights: No more sifting through endless research papers! Intelliscan provides concise AI-powered summaries of relevant MRI research, ensuring specialists stay current with the latest advancements in the field. Boosts Diagnostic Accuracy: Intellisum's AI-driven insights offer an additional layer of analysis, potentially leading to earlier and more accurate diagnoses. Saves Valuable Time: By automating tasks and streamlining research access, Intelliscan frees up valuable time for specialists, allowing them to spend more time with patients and tackle complex cases. Intellisum isn't just about efficiency; it's about empowering specialists with the tools they need to provide the highest level of care to their patients. Join the revolution in MRI analysis! By partnering with Intellisum, you're not just adopting an AI tool, you're investing in the future of healthcare