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ZENODO
Other literature type . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Other literature type . 2025
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2025
License: CC BY
Data sources: Datacite
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Authors: Kuntamukkala, Sachin;

Equation genie

Abstract

The Agentic AI Chatbot is an advanced artificial intelligence system designed to provide human- like, context-aware responses by leveraging LlamaIndex, a powerful indexing and retrieval framework. Chatbots have revolutionized digital communication, serving as virtual assistants, customer support agents, and research aids across multiple industries. However, traditional chatbot models often suffer from limited contextual understanding, inefficient data retrieval, and a lack of adaptability when handling dynamic, large-scale datasets. These limitations lead to slow, inaccurate, and generic responses, reducing their effectiveness in real-world applications. To address these challenges, this project introduces an Agentic AI Chatbot that enhances conventional chatbot functionalities by integrating LlamaIndex for improved indexing and data retrieval. LlamaIndex enables the chatbot to process both structured and unstructured data efficiently, allowing it to provide intelligent and highly relevant responses. Unlike traditional keyword-based models, which rely on simple rule-based mechanisms, this chatbot can contextually analyze queries, extract the most relevant information, and generate precise answers in real time.

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average