Volume 12 | Issue 12

 Abstract

The Indian handloom industry is the oldest industry and highly labor-intensive, which plays a crucial role in the rural economy. Generally, weaving is a family activity with each member contributing in varying degrees to the process involved in producing cloth. Handloom weaving is a hereditary occupation, and the weaving cannot be done by a single man; it requires collective work. The entire work, from the pre-weaving process to the weaving of the cloth, is shared by different members of the family, including women and children. The involvement of men, women, and children varied from process to process, but the final act of weaving is carried out mostly by the men in bulk. There is no formal training for the weavers. Andhra Pradesh has much economic importance, and the fabrics are being exported to various countries, but the primary handloom cooperative societies in Andhra Pradesh are facing acute management problems. A majority of them are struggling hard to survive. Competition of mill or power loom products, unfavorable climatic conditions, lack of finance, and other management problems have also enhanced the problems of cooperative societies. Hence an attempt is made by me to analyze the production problems of primary handloom cooperative societies in Andhra Pradesh.

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handloom households, workforce, Religion, usage of yarn, production, sales.

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Nutraceutical can be define as a food or part of food or nutrient which in addition to its nutraceutical value provide health benefits including promotion of health and prevention of disease. Nutraceuticals are nutritional substances derived from food that support human health. Nutraceuticals are a powerful tool in the fight against modern health epidemics. The potential of nutraceutical in the treatment and prevention of various disease including cancer, metabolic disorder, diabetes and asthma to improving human health. "Dr. Stephen L. De Felice introduced the terms 'nutraceuticals' in 1989, blending nutrient and pharmaceutical to create the a concept that merges the benefit nutrition and pharmaceuticals". The global nutraceutical market is forecast to reach USD 404.8 billion by 2025, driven by growing popularity of dietary supplement and herbal product. Nutraceuticals are bioactive food substance or their constituents that provide therapeutic or health promoting effects, encompassing the prevention and management of disease and are integral in mitigating widespread health concerns. " food as medicine".

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Antidandruff, healthy hair, herbal, glossy, hydrate, advantages, hair problems, dandruff.

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The permeability and solubility of drugs plays crucial role in determining their bioavailability which affects patient's compliance and therapeutic outcomes. Drugs with low solubility and low permeability faced many challenges in reaching to their desired site of action. To overcome this problems various new techniques have been developed to enhance solubility and permeability of drugs. The approaches to improved solubility are polymeric micelles, nano-emulsion, dendrimers, liposomes, carbon nanotubes, nano-gels etc. while approaches to improved permeability are chemical modification, spray freeze drying, lipid technologies, self-emulsifying drug delivery system etc. often involve modifying drugs molecular structure. This review explores techniques to improve solubility and permeability with their mechanism of action and pharmaceutical application.

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Bioavailability, Lipophilicity, Solubility, Solubility enhancement, self-emulsifying, nanotubes.

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The legal framework governing surrogacy in India has undergone significant transformation in recent years, with a primary focus on regulating the practice to ensure ethical standards and protect the rights of all parties involved. Surrogacy in India was once a thriving industry, attracting international attention due to its relatively low costs and the country's lenient laws. However, concerns over exploitation, particularly of women from marginalized communities, and the ethical and legal complexities of international surrogacy prompted the Indian government to intervene. In 2020, the Surrogacy (Regulation) Bill was introduced, which aims to regulate surrogacy arrangements, both domestic and international, and establish a legal framework that promotes ethical practices. The Bill distinguishes between altruistic surrogacy (non-commercial) and commercial surrogacy, explicitly banning the latter, citing concerns over the potential exploitation of women as surrogate mothers. Key provisions under the Bill include strict guidelines on eligibility for both intended parents and surrogates, the establishment of a National Surrogacy Board, and the creation of regulations for ART (Assisted Reproductive Technology) clinics. The legislation mandates that only Indian citizens can avail of surrogacy services, and the intended parents must be legally married. Additionally, the surrogate mother must meet specific health and age requirements, and the arrangement must be altruistic, with no financial compensation other than medical expenses and insurance coverage. Despite its intention to safeguard the rights of all stakeholders, the regulation of surrogacy raises concerns about its practical implementation, including the challenge of preventing illegal or unregulated surrogacy practices. This paper examines the legal aspects of surrogacy in India, analyzing the Surrogacy (Regulation) Bill of 2020, its implications, and the ethical dilemmas it seeks to address, with a focus on the protection of surrogate mothers, children, and intended parents.

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Surrogacy, Regulation, India, Legal Framework, Altruistic Surrogacy

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Stress has become an integral part of modern life, with significant implications for both mental and physical health. This paper explores contemporary stress management systems, including their methodologies, effectiveness, and technological advancements. Through an analytical framework, we evaluate traditional and modern approaches, focusing on integration with emerging technologies such as artificial intelligence and wearable devices. Our findings highlight key strategies and their impact on mitigating stress in diverse environments, ranging from workplaces to personal settings. The paper concludes with recommendations for optimizing stress management systems to cater to individual and organizational needs in 2024 and beyond.

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Stress Management, Mental Health, Wearable Devices, Artificial Intelligence, Cognitive-Behavioural Therapy, Mindfulness, Workplace Wellness Programs

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Research shows that community building is very beneficial and important in Distance Education. In this article we discuss some aspects of community building in distance education. We explain the benefits of community building in distance education. We also discuss various means of building a community in distance education.

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Community Building, collobaration, peer group support, institutional efforts towards building a community.

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This research paper aims to analyse the environmental impacts of highway construction in Kaushambi, Uttar Pradesh (U.P.), a district that plays a significant role in India's transportation infrastructure. With the increasing demand for better connectivity (Ram Van Gaman Marg) and infrastructure development in the region, highway construction has become a vital part of the government's economic and development plans. However, the associated environmental impacts of these projects need to be understood in detail to ensure that proper mitigation measures are implemented. The research focuses on the direct and indirect environmental consequences, including deforestation, water resource depletion, air and noise pollution, soil erosion, and disruption of local biodiversity.

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Environmental impacts, Highway Construction, Kaushambi.

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This paper examines the Prati?tyasamutpa?da (Dependent Origination) and the theory of Karma, in details, clarifying how they connect two or more things or interdependent and what their philosophical implications are for the human experience. In this doctorial exposition, the Buddhist Scriptures are very critically interacted along with and philosophical treatises so as to discover the learned depths to which these doctrines plunge in relaying their importance to the understanding of one's reality, one's humanity, and the road leading to liberation. Prati?tyasamutpa?da or the dependent origination is the very foundation of Buddhist thought: that all phenomena arise in dependence upon other factors or elements, thus, indicating impermanence and the interrelatedness of all things, Karma, the law of cause and effect, focusing on the ethical and moral dimensions of existence, where actions, whether physical, verbal, or mental, have consequences shaping future experiences. This paper, therefore, intends to put forth a comprehensive understanding of the Prati?tyasamutpa?da Law and the theory of Karma, by critically evaluating the interpretations and applications of these concepts across a number of Buddhist traditions to show their relevance in contemporary practice of Buddhism. Keywords: Prati?tyasamutpa?da (Dependent Origination), Buddhist philosophy, Twelve Link, Nature of Karma, Importance of Karma, Strengths of Karma, Rebirth, Suffering, Liberation, Interconnectedness, Impermanence, Ethics, Morality.

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Prati?tyasamutpa?da

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Federated Learning (FL) is a novel machine learning approach enabling decentralized model training while safeguarding data privacy. Unlike traditional centralized methods, FL mitigates privacy risks by retaining data on local devices, addressing challenges such as data security, regulatory compliance, and data heterogeneity. This study highlights FL's principles, privacy-enhancing techniques, and applications across sectors, emphasizing its alignment with the General Data Protection Regulation (GDPR). Case studies and data visualization tools like Orange illustrate the opportunities and challenges in developing privacy-preserving FL systems.

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- Federated Learning, Privacy-Preserving Machine Learning, Decentralized Training, GDPR Compliance, Data Privacy, Privacy Attacks Mitigation, Distributed Machine Learning

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The Deepfake Detection System is an innovative solution aimed at combating the growing issue of synthetic media, commonly referred to as deepfakes. With the increasing sophistication of technologies such as Generative Adversarial Networks (GANs), deepfakes have become a significant threat to digital integrity, often leading to misinformation, fraud, and privacy violations. This project leverages state-of-the-art machine learning techniques to build an automated system capable of detecting deepfake images with high accuracy. The system utilizes a deep learning model, specifically built using T5 extensions, to classify images as either "Real" or "Fake." The model is trained on a large, diverse dataset of authentic and manipulated images, enabling it to learn subtle patterns and inconsistencies that are typically present in deepfake content. This model, once trained, is deployed in a user-friendly web application powered by Flask. Through this interface, users can upload images and receive real-time predictions about their authenticity.

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Deepfake Detection Image Manipulation, Binary Classification, Convolutional Neural Networks (CNNs), Machine Learning for Deepfake Synthetic Media Identification, Image Forensics, Deepfake Recognition Artificial Intelligence (AI), Digital Image Processing, Transfer Learning H5 Model Implementation, Ethics of Deepfakes Adversarial Media Detection, Flask Web Application, Deep Learning Algorithms ,Dataset for Deepfake Training, Image Classification, Fake vs Real Image Analysis, Advanced Testing for

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Leadership style plays a pivotal role in shaping employee performance and job satisfaction. This study explores various leadership styles--transformational, transactional, and laissez-faire--and their impact on employees. Data was collected from 200 employees across different sectors using a structured questionnaire. Findings reveal that transformational leadership significantly enhances job satisfaction and performance, while laissez-faire leadership has a negligible impact. The study underscores the importance of adopting an effective leadership style for organizational success.

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Leadership styles, Employee performance, Job satisfaction, Transformational leadership, Transactional leadership, Laissez-faire leadership, Organizational behavior, Workforce engagement, Leadership effectiveness, Mixed-method research

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 Abstract

Paper is ready.

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Corporate Social Responsibility, Public Company, Analysis

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Silver nanoparticles (AgNPs) have emerged as a promising tool in the field of drug delivery systems due to their unique physicochemical properties, including high surface area, tunable size, and remarkable antimicrobial activity. This review explores the synthesis methods, functionalization strategies, and applications of AgNPs in drug delivery, while highlighting their potential advantages and addressing challenges such as toxicity and biocompatibility. The integration of AgNPs into modern medicine holds significant promise for revolutionizing therapeutic approaches, particularly in combating drug-resistant infections and targeted drug delivery.

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Silver nanoparticles, Drug delivery systems, Green synthesis, Antimicrobial therapy, Nanomedicine advancements.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The adaptation of literature into visual arts is a creative process that bridges two distinct yet complementary mediums, fostering a deeper understanding of narratives, themes, and cultural expressions. This practice enriches storytelling by translating textual elements into visual forms such as film, painting, theater, or digital media. The value of such adaptations lies in their ability to make literary works accessible to broader audiences, transcending linguistic and cultural barriers while preserving the essence of the original text. Adaptation enhances the interpretive possibilities of literature, allowing creators to reimagine stories through new aesthetic and sensory dimensions. By incorporating visual symbolism, cinematography, or performative elements, adaptations can emphasize subtext, expand character development, and reinterpret settings in ways that resonate with contemporary audiences. This interplay also invites critical engagement with the source material, offering viewers fresh perspectives and fostering dialogue about the nuances of storytelling. The significance of adapting literature into visual arts extends beyond entertainment; it serves as a cultural bridge, reflecting societal values and historical contexts. Moreover, it highlights the dynamic nature of art and its capacity to evolve while remaining rooted in timeless human experiences. Through these creative translations, adaptations celebrate the universality of stories and their enduring impact on diverse audiences, affirming the interconnectedness of artistic expressions across time and medium. You said: humanise this ChatGPT said: ChatGPT Abstract: The Value and Importance of Bringing Literature to Life Through Visual Arts Adapting literature into visual arts is a way of breathing new life into stories, transforming words on a page into vibrant images, sounds, and performances. It's a process that connects two forms of expression, allowing us to experience familiar tales in fresh and imaginative ways. Whether through film, theater, paintings, or digital media, these adaptations make literary works more accessible, reaching people who might not otherwise engage with the written word. This transformation adds depth to storytelling. Visual arts bring characters and settings to life, using color, movement, and sound to highlight emotions and themes that might go unnoticed in text alone. They offer new interpretations of beloved stories, often reflecting the time and culture in which they are reimagined. This makes adaptations not just retellings, but conversations between past and present, author and artist, and story and audience. More than entertainment, these adaptations help us connect with each other and with ideas that transcend time and place. They remind us of the universal power of stories to inspire, challenge, and unite us. By turning literature into visual art, we celebrate the enduring magic of storytelling in all its forms. Chat history ChatGPT ChatGPT GPT Icon Humanize AI Explore GPTs Today Adaptation of Literature Adaptation of Literature Visuals Upgrade plan More access to the best models ChatGPT Share sd You said: abstract on value and significance of adaptation of literature in visual arts ChatGPT said: ChatGPT Abstract: The Value and Significance of Adapting Literature into Visual Arts The adaptation of literature into visual arts is a creative process that bridges two distinct yet complementary mediums, fostering a deeper understanding of narratives, themes, and cultural expressions. This practice enriches storytelling by translating textual elements into visual forms such as film, painting, theater, or digital media. The value of such adaptations lies in their ability to make literary works accessible to broader audiences, transcending linguistic and cultural barriers while preserving the essence of the original text. Adaptation enhances the interpretive possibilities of literature, allowing creators to reimagine stories through new aesthetic and sensory dimensions. By incorporating visual symbolism, cinematography, or performative elements, adaptations can emphasize subtext, expand character development, and reinterpret settings in ways that resonate with contemporary audiences. This interplay also invites critical engagement with the source material, offering viewers fresh perspectives and fostering dialogue about the nuances of storytelling. The significance of adapting literature into visual arts extends beyond entertainment; it serves as a cultural bridge, reflecting societal values and historical contexts. Moreover, it highlights the dynamic nature of art and its capacity to evolve while remaining rooted in timeless human experiences. Through these creative translations, adaptations celebrate the universality of stories and their enduring impact on diverse audiences, affirming the interconnectedness of artistic expressions across time and medium. You said: humanise this ChatGPT said: ChatGPT Abstract: The Value and Importance of Bringing Literature to Life Through Visual Arts Adapting literature into visual arts is a way of breathing new life into stories, transforming words on a page into vibrant images, sounds, and performances. It's a process that connects two forms of expression, allowing us to experience familiar tales in fresh and imaginative ways. Whether through film, theater, paintings, or digital media, these adaptations make literary works more accessible, reaching people who might not otherwise engage with the written word. This transformation adds depth to storytelling. Visual arts bring characters and settings to life, using color, movement, and sound to highlight emotions and themes that might go unnoticed in text alone. They offer new interpretations of beloved stories, often reflecting the time and culture in which they are reimagined. This makes adaptations not just retellings, but conversations between past and present, author and artist, and story and audience. More than entertainment, these adaptations help us connect with each other and with ideas that transcend time and place. They remind us of the universal power of stories to inspire, challenge, and unite us. By turning literature into visual art, we celebrate the enduring magic of storytelling in all its forms. Chat history ChatGPT ChatGPT GPT Icon Humanize AI Explore GPTs Today Adaptation of Literature Adaptation of Literature Visuals Upgrade plan More access to the best models ChatGPT Share sd You said: abstract on value and significance of adaptation of literature in visual arts ChatGPT said: ChatGPT Abstract: The Value and Significance of Adapting Literature into Visual Arts The adaptation of literature into visual arts is a creative process that bridges two distinct yet complementary mediums, fostering a deeper understanding of narratives, themes, and cultural expressions. This practice enriches storytelling by translating textual elements into visual forms such as film, painting, theater, or digital media. The value of such adaptations lies in their ability to make literary works accessible to broader audiences, transcending linguistic and cultural barriers while preserving the essence of the original text. Adaptation enhances the interpretive possibilities of literature, allowing creators to reimagine stories through new aesthetic and sensory dimensions. By incorporating visual symbolism, cinematography, or performative elements, adaptations can emphasize subtext, expand character development, and reinterpret settings in ways that resonate with contemporary audiences. This interplay also invites critical engagement with the source material, offering viewers fresh perspectives and fostering dialogue about the nuances of storytelling. The significance of adapting literature into visual arts extends beyond entertainment; it serves as a cultural bridge, reflecting societal values and historical contexts. Moreover, it highlights the dynamic nature of art and its capacity to evolve while remaining rooted in timeless human experiences. Through these creative translations, adaptations celebrate the universality of stories and their enduring impact on diverse audiences, affirming the interconnectedness of artistic expressions across time and medium. You said: humanise this ChatGPT said: ChatGPT Abstract: The Value and Importance of Bringing Literature to Life Through Visual Arts Adapting literature into visual arts is a way of breathing new life into stories, transforming words on a page into vibrant images, sounds, and performances. It's a process that connects two forms of expression, allowing us to experience familiar tales in fresh and imaginative ways. Whether through film, theater, paintings, or digital media, these adaptations make literary works more accessible, reaching people who might not otherwise engage with the written word. This transformation adds depth to storytelling. Visual arts bring characters and settings to life, using color, movement, and sound to highlight emotions and themes that might go unnoticed in text alone. They offer new interpretations of beloved stories, often reflecting the time and culture in which they are reimagined. This makes adaptations not just retellings, but conversations between past and present, author and artist, and story and audience. More than entertainment, these adaptations help us connect with each other and with ideas that transcend time and place. They remind us of the universal power of stories to inspire, challenge, and unite us. By turning literature into visual art, we celebrate the enduring magic of storytelling in all its forms. ChatGPT can make mistakes. Check important info. ?

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adaptation; visual art

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This paper signifies South Indian films especially focusing on Tamil films as a catalyst to spread social change with the means of SDG goals inculcated within the films. While Tamil films are primarily made for entertainment, several filmmakers have used their platform to address various SDGs, from poverty alleviation to climate action and gender equality. By addressing pressing issues and challenging societal norms, these films have empowered audiences and fostered a more inclusive and equitable society. As the industry continues to evolve, it holds the potential to further amplify its voice and contribute to a more just and equitable future. The Tamil language films like Aruvi (2016), Karnan (2021), Kaala (2018), Maamannan (2023) portrayed various themes of SDG.

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 Keywords

Gender Equality, Poverty, Social Injustice, Inequality, Importance of Education, Reduced Inequalities, Peace, Poverty, Marginalized people, Economic growth, Awareness through Tamil Language Films, Cinematography, Spreading Awareness through Cinema and SDG Narratives in South Indian Films

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Agriculture and related industries are vital to India's economy since they provide a primary source of income for a large portion of the people. Accurate crop forecasting is critical for farmers and government agencies to make educated decisions about minimum support prices, crop storage, and trade facilitation through imports and exports. They can act quickly by estimating crop yields before harvest. Given the volume of data involved in crop prediction, the primary goal of this endeavour is to develop a model that can accurately identify different soil types and select acceptable crops.

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ABSTRACT , INTRODUCTION, RELATED WORK, ROPOSED WORK , PROPOSED METHOD, CNN MODEL, OUTPUT, RESULTS, CONCLUSION, REFERENCES

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With the growing need for tailored and professional resumes, online resume-building platforms have become increasingly popular. This paper examines the design and development of resume builders using the MERN stack (MongoDB, Express.js, React, Node.js), a modern framework for developing full-stack web applications. It discusses the advantages of employing contemporary web technologies to create interactive, customizable, and scalable platforms. Additionally, the paper analyzes the technical challenges encountered in implementing advanced features, such as real-time previews, template customization, and secure user data handling, along with proposed solutions. The aim is to highlight the potential of MERN-based resume builders in meeting the diverse needs of job seekers while exploring avenues for future improvements.

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(MongoDB, Express.js, React, Node.js), web development, personalized resume templates, scalable design, job application .

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This paper explores the influence of cultural contexts on the construction and critique of gender roles in Gowardhanram Tripathi's Saraswatichandra and Jane Austen's novels, including Pride and Prejudice and Sense and Sensibility. Despite their differing societal and historical settings, both authors reflect on the impact of deeply rooted cultural norms on women's autonomy, agency, and identity. This study examines themes such as familial expectations, societal constraints, and education, analyzing how cultural values shape gender roles and how women's resilience manifests in their efforts to navigate or challenge these roles. The analysis highlights the universal struggles of women against patriarchy, while also addressing the culturally specific nuances of these struggles

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Cultural influence, familial expectations, Societal constraints, cultural nuances.

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The Healthcare Talking Chatbot is an AI powered system designed to help users answer healthcare-related questions using NLP techniques and deep learning models. It uses a combination of the most popular Python libraries for numerical operations: NumPy data manipulation, such as Pandas NLTK for text processing, and TensorFlow/Keras for building deep learning models for intent classification. By processing user input in the form of symptoms or health-related queries, the chatbot identifies the relevant intent using a trained neural network model and provides appropriate responses or suggestions. The system enables users to engage in a conversation, receive personalized health information, and make informed decisions regarding their health. Furthermore, it promotes timely healthcare interventions by encouraging users to seek professional medical advice when needed. With its ability to understand and respond to various health related concerns, this chatbot aims to improve access to healthcare information, enhance user experience, and facilitate patient engagement. This solution serves as an innovative tool for delivering health assistance in an interactive and accessible manner, serving as a basic medical advisor for minor health issues.

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AI-powered chatbot, Natural language processing, deep learning model, symptom analysis, healthcare-assistance, user-interaction, tensorflow keras, medical advice, data pre-processing, disease prediction, voice interaction, pandas, numpy .

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Abstract In recent years, research on integration of sustainability into CSR strategies has witnessed a significant growth in interest. Initiatives pertaining to Corporate Social Responsibility (CSR) are greatly enhanced by sustainable business practices. These efforts can include reducing carbon emissions, putting in place standards for ethical sourcing, encouraging diversity and inclusion in the workplace, helping out the community through volunteer work or philanthropy, and ensuring accountability and transparency in everything. By including corporate social responsibility (CSR) into their business plans, companies can enhance their brand, attract customers, and promote long-term profitability. They can also benefit society's social and environmental well-being. In order for businesses to have a beneficial impact on the environment and society in the modern world, sustainability and corporate social responsibility (CSR) are becoming crucial elements. As customers grow more aware of the consequences of their decisions, businesses are realizing how important it is to implement sustainable policies and demonstrating their commitment to CSR. This study explores the value of corporate social responsibility (CSR) and sustainability, as well as the opportunities and challenges of integration of sustainability into CSR. Keywords: Corporate Social Responsibility (CSR) strategy; CSR Sustainability; CSR Integration; Opportunities and Challenges.

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Corporate Social Responsibility (CSR) strategy; CSR Sustainability; CSR Integration; Opportunities and Challenges.

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