Chat PDF AI Source Code | Chat with Any PDF Using ChatGPT API
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The Chat PDF AI project enables users to interact with and ask questions about the contents of any PDF document using OpenAI's ChatGPT API.
Python
React
Snapshots
Chat PDF AI Source Code | Chat with Any PDF Using ChatGPT API
The Chat PDF AI project enables users to interact with and ask questions about the contents of any PDF document using OpenAI's ChatGPT API. By integrating the ChatGPT model with PDF parsing capabilities, this solution allows users to upload PDF files and engage in natural language conversations about the document's content. Whether it's for research, legal analysis, or educational purposes, Chat PDF AI simplifies the way users can extract and understand information from their PDFs without having to read through the entire document manually.
Capabilities
PDF File Upload: Users can upload PDF files directly through a user-friendly interface.
Natural Language Interaction: Ask questions about the PDF content in plain language, and receive accurate responses based on the document.
Contextual Understanding: The AI can keep track of conversation history, allowing for follow-up questions and contextual responses.
Text Extraction: Efficiently parses the PDF to extract relevant information and convert it into a readable format for AI analysis.
Support for Complex Queries: Handle a variety of question types, including summaries, detailed information retrieval, comparisons, and clarifications.
Multilingual Support: Capable of processing PDF content in various languages depending on the input capabilities of the OpenAI API.
Features
React-Based Frontend:
Clean and intuitive interface built using React for uploading PDF files.
Real-time display of chat conversations with the AI.
Axios integration to manage file uploads and API interactions seamlessly.
FastAPI Backend:
Backend API built with FastAPI to handle PDF file parsing and forward queries to the ChatGPT API.
Asynchronous request handling for efficient, non-blocking communication using AsyncOpenAI.
File Processing:
Supports large PDF files by splitting content into manageable chunks for accurate parsing and querying.
Extracts text while maintaining the document structure (e.g., headers, paragraphs, and bullet points).
OpenAI API Integration:
Uses OpenAI’s ChatGPT API to process queries and return insightful responses based on the extracted PDF content.
Handles rate limiting and token optimization for large documents.
Scalable and Extensible:
Easily extendable to support additional document types (e.g., Word, Excel).
Can integrate additional APIs or services for further functionalities such as entity recognition or document translation.
Security:
Secure file handling and storage ensuring privacy for sensitive documents.
Option to encrypt the uploaded files or ensure their removal after a session ends.