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AvinashPolineni/GenAI-DocumentDrivenChatbot

sourceHugging Faceupdated 3y agoView on Hugging Face
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App README

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

GenAI-DocumentDrivenChatbot

Overview

GenAI-DocumentDrivenChatbot is an advanced AI-driven chat interface that dynamically generates answers based on the content of uploaded documents. Integrating state-of-the-art language models, this project offers a unique approach to document-based query resolution, ideal for enterprise applications and knowledge-intensive tasks.

Features

  • —Document-driven chat interface, providing answers based on uploaded content.
  • —Support for PDF, DOCX, and TXT file formats.
  • —Integration with OpenAI's powerful language models for accurate, context-aware responses.
  • —Multi-tab functionality to handle different document contexts simultaneously.

Chat-1

image1

Chat-2

image2

Note: Chat1 only answers from the document related to that chat, same as Chat2-10, And, No chat can answer any basic question("What is a book") if it not mentioned in the document uploaded for vector embedding.

How to Use

  1. 1.Upload a document (PDF, DOCX, TXT) to the specific chat tab.
  2. 2.Set the chunk size.
  3. 3.Type your question in the chat area and hit 'Send' to receive context-based answers.
  4. 4.Navigate through multiple tabs to handle different documents independently.

Note: Database used - https://www.trychroma.com/

Contributions

Your contributions make this project better! Feel free to fork, submit issues, or open pull requests.

About the Developer

Developed by Avinash Polineni, an enthusiast in the realms of Cloud Engineering and Generative AI. With a deep commitment to pushing the boundaries of technology, Avinash brings innovative AI solutions to complex enterprise challenges.

Connect with Me

© 2023 Avinash Polineni. All Rights Reserved.

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference