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Title: :  VOXMORPH
PaperId: :  23890
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 3 2024
DUI:    16.0415/IJARIIE-23890
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Prof. Manisha VaidyaPriyadarshini JL College Of Engineering
Tarun BankarPriyadarshini JL College Of Engineering
Ishant RambhadPriyadarshini JL College Of Engineering
Mithilesh MankarPriyadarshini JL College Of Engineering
Ashray WankhedePriyadarshini J.L College of Engineering

Abstract

Artificial Intelligence
Keywords: VoxMorph, LLMs (Large Language Model), Llama_cpp, MiniLLm, Mistral 7B, 13B model (Llama 2)
VoxMorph is a data-driven Q&A tool that provides advanced search capabilities and accurate answers to user questions. The problem is that organizations need to research and analyze their data, but their resources are limited because this can lead to the leakage of their important personal data. Thus, our device was born with the problem report. Here it uses LLM (Large Language Model) like VoxMorph, Llama_cpp, MiniLLm. This model is designed to understand and generate human-like text based on quantitative data. Additionally, Mistral 7B is a 7 billion parameter language model designed for performance and efficiency. Mistral 7B outperforms the best public 13D model (Llama 2) in all test benchmarks and outperforms the best published 34B model (Llama 1) in inference, math, and code generation. We also use word embeddings, which are numerical representations of words, usually in the form of vectors. So, using all these models, we provide a connection that will help users send large files, ask many questions and generate confidential answers specific to their organization. Also looking forward, we hope to add cloud storage to this tool, which will require advanced APIs and hosting. Keywords: VoxMorph, LLM (Large Language Model), Llama_cpp, MiniLLm, Mistral 7B, 13B model (Llama 2), 34B model (Llama 1), Vector, LangChain.

Citations

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IJARIIE Prof. Manisha Vaidya, Tarun Bankar, Ishant Rambhad, Mithilesh Mankar, and Ashray Wankhede. "VOXMORPH" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 3 2024 Page 1744-1751
MLA Prof. Manisha Vaidya, Tarun Bankar, Ishant Rambhad, Mithilesh Mankar, and Ashray Wankhede. "VOXMORPH." International Journal Of Advance Research And Innovative Ideas In Education 10.3(2024) : 1744-1751.
APA Prof. Manisha Vaidya, Tarun Bankar, Ishant Rambhad, Mithilesh Mankar, & Ashray Wankhede. (2024). VOXMORPH. International Journal Of Advance Research And Innovative Ideas In Education, 10(3), 1744-1751.
Chicago Prof. Manisha Vaidya, Tarun Bankar, Ishant Rambhad, Mithilesh Mankar, and Ashray Wankhede. "VOXMORPH." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 3 (2024) : 1744-1751.
Oxford Prof. Manisha Vaidya, Tarun Bankar, Ishant Rambhad, Mithilesh Mankar, and Ashray Wankhede. 'VOXMORPH', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, 2024, p. 1744-1751. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/VOXMORPH_ijariie23890.pdf (Accessed : ).
Harvard Prof. Manisha Vaidya, Tarun Bankar, Ishant Rambhad, Mithilesh Mankar, and Ashray Wankhede. (2024) 'VOXMORPH', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 1744-1751IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/VOXMORPH_ijariie23890.pdf (Accessed : )
IEEE Prof. Manisha Vaidya, Tarun Bankar, Ishant Rambhad, Mithilesh Mankar, and Ashray Wankhede, "VOXMORPH," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, pp. 1744-1751, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/VOXMORPH_ijariie23890.pdf [Accessed : ].
Turabian Prof. Manisha Vaidya, Tarun Bankar, Ishant Rambhad, Mithilesh Mankar, and Ashray Wankhede. "VOXMORPH." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 3 ().
Vancouver Prof. Manisha Vaidya, Tarun Bankar, Ishant Rambhad, Mithilesh Mankar, and Ashray Wankhede. VOXMORPH. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(3) : 1744-1751. Available from: https://ijariie.com/AdminUploadPdf/VOXMORPH_ijariie23890.pdf
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