This agent is designed to fetch and summarize research papers on specified topics related to Responsible AI from the arXiv database. The integration includes functionalities for retrieving paper details, extracting content, and generating summaries using OpenAI's API.
The key components and functionalities added in this PR are outlined below:
Key Features
Fetch Research Papers from arXiv:
Retrieves research papers based on user-provided topics.
Extracts and returns details such as the title, summary, authors, link to the PDF, and the paper content.
Extract PDF Content:
Downloads the PDF of the research paper.
Extracts and processes text content from the PDF.
Summarize Paper Content:
Uses OpenAI's API to generate a summary of the paper's content.
Error Handling:
Implements error handling for network requests, XML parsing, and PDF processing.
Logs relevant error messages for troubleshooting.
Code Overview
Agent Setup:
Initializes the RAI Research Paper Fetch Agent with the required configurations.
Protocol Definition:
Manages requests and responses related to fetching and summarizing research papers.
Helper Functions:
fetch_paper: Fetches research papers from arXiv.
get_paper_details: Extracts and returns paper details.
fetch_pdf_content: Downloads and extracts content from the PDF.
paper_summary: Generates a summary using OpenAI's API.
This agent is designed to fetch and summarize research papers on specified topics related to Responsible AI from the arXiv database. The integration includes functionalities for retrieving paper details, extracting content, and generating summaries using OpenAI's API.
The key components and functionalities added in this PR are outlined below:
Key Features
Uses OpenAI's API to generate a summary of the paper's content.
Code Overview
Initializes the RAI Research Paper Fetch Agent with the required configurations.
Manages requests and responses related to fetching and summarizing research papers.