Update README.md

README.md

@@ -11,3 +11,47 @@ short_description: Superlinked powered AI research paper agent
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+# Research AI Agent
+
+A Gradio application that provides an AI-powered research assistant for academic papers.
+
+## Features
+
+- **Paper Retrieval**: Find relevant research papers based on your query
+- **Paper Summarization**: Generate concise summaries of selected papers
+- **Question Answering**: Ask questions about research topics and get AI-generated answers
+
+## Setup Instructions
+
+This application uses OpenAI's API. You need to provide an API key as a secret in your Hugging Face Space:
+
+1. Go to your Space settings
+2. Add a secret with the key `OPENAI_API_KEY` and your OpenAI API key as the value
+
+## How to Use
+
+### General Query
+Enter any research-related query, and the agent will classify it as retrieval, summarization, or question answering automatically.
+
+### Paper Retrieval
+Search for papers on specific topics by entering a search query. Results include publication dates and summaries.
+
+### Paper Summarization
+1. Enter comma-separated paper IDs
+2. Click "View Available Papers" to see a list of paper IDs in the dataset
+3. Click "Summarize" to generate a summary of the selected papers
+
+### Question Answering
+Ask specific questions about research topics, and the agent will provide answers based on the paper database.
+
+## Technology
+
+- **Superlinked**: For vector-based similarity search and time-aware paper discovery
+- **Sentence Transformers**: For text embedding
+- **OpenAI**: For LLM-based summarization and question answering
+- **Gradio**: For the user interface
+
+## Dataset
+
+The application uses a dataset of AI research papers from arXiv.