Virtual Health Assistance

Title: Revolutionizing KYC data extraction Customer Onboarding with Mistral 7B and Prompt Engineering Problem Statement: The customer onboarding process is a critical step in establishing a strong relationship between businesses and their clients. However, traditional manual methods of collecting and verifying personal information can be time-consuming, error-prone, and inefficient, leading to poor customer experiences and potential compliance issues. Why is the problem relevant? In today's fast-paced business landscape, streamlining the customer onboarding process is essential for maintaining a competitive edge. Inefficient onboarding processes can result in lost opportunities, decreased customer satisfaction, and increased operational costs. Furthermore, ensuring accurate and compliant data collection is crucial for meeting regulatory requirements and mitigating risks associated with data breaches or mishandling of personal information. Our solution: Open Source Mistral 7B and Pr...

Title: Combating Healthcare Fraud with Autoencoder + GMM Anomaly Detection Problem Statement: Fraudulent claims and billing practices within the healthcare industry pose a significant threat to financial resources and the overall integrity of the system. These illicit activities, such as falsified medical records, unnecessary services, kickbacks, and identity theft, result in the misappropriation of funds intended for legitimate medical expenses. Detecting and preventing such fraudulent activities is crucial to safeguarding healthcare finances and ensuring that resources are allocated appropriately for patient care and medical advancements. Why is the problem relevant? The healthcare industry is a vital sector that impacts the well-being of millions worldwide. Fraudulent activities not only drain valuable financial resources but also undermine the trust of patients and stakeholders in the healthcare system. By addressing this problem, healthcare organizations can protect their financia...

Title: Revolutionizing Healthcare with RAG-based Virtual Health Assistance Using Mistral 7B and Chroma DB Introduction: The healthcare industry is constantly evolving, and advancements in technology have been playing a pivotal role in improving patient care and streamlining operations. One such innovative approach is the integration of Retrieval-Augmented Generation (RAG) models with large language models like Mistral 7B and state-of-the-art vector databases like Chroma DB. This powerful combination has the potential to revolutionize virtual health assistance, providing patients and healthcare professionals with a more personalized, efficient, and accurate experience. What is Retrieval-Augmented Generation (RAG)? Retrieval-Augmented Generation (RAG) is a cutting-edge natural language processing (NLP) technique that combines the strengths of retrieval-based and generation-based models. It leverages the ability of retrieval models to fetch relevant information from a knowledge base and t...