Update README.md

README.md

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-# AI Research Assistant 🤖📚
-
-A smart research assistant powered by Qwen2.5-Coder-32B that helps you discover and analyze AI and machine learning resources! Running on Hugging Face Spaces 🚀
-
-## Features
-
-### 📖 Book Search and Analysis
-- Search for AI/ML books using the Open Library API
-- Get detailed book information
-- Find related books and recommendations
-
-### 📄 ArXiv Paper Search
-- Search through ArXiv papers
-- Get real-time access to the latest AI research
-- Filter by categories and topics
-- Get detailed paper summaries and links
+---
+title: AI Research Assistant
+emoji: 🤖
+colorFrom: blue
+colorTo: indigo
+sdk: gradio
+sdk_version: 3.50.2
+python_version: 3.10
+app_file: app.py
+pinned: false
+license: mit
+---
 
-### 🌐 Web Search
-- Search the web using DuckDuckGo integration
-- Find recent developments and news
-- Access blog posts and tutorials
+# AI Research Assistant 🤖📚
 
-### 🧮 Utilities
-- Built-in calculator for quick computations
-- Timezone converter for international paper releases
-- Automatic result formatting and organization
+An intelligent research assistant that helps you discover and analyze AI and machine learning resources, powered by Qwen2.5-Coder-32B.
 
-## Example Queries
+## Available Tools 🛠️
 
-Here are some things you can ask the agent:
+### Research Tools
+- 📚 **Book Search**: Search and analyze books using Open Library
+- 📑 **ArXiv Papers**: Real-time access to research papers
+- 🌐 **Web Search**: DuckDuckGo integration for latest developments
+- 🧮 **Calculator**: For quick computations and analysis
+- 🕒 **Timezone Converter**: Convert paper release times
 
-### Simple Queries 💡
-- "Find books about deep learning"
-- "Search for recent papers about transformers"
-- "Calculate the percentage growth in AI papers since 2020"
+## Example Usage 💡
 
-### Complex Research Tasks 🔬
+### Basic Research
 ```
-"I'm researching the intersection of LLMs and reinforcement learning:
-1. Find recent papers about combining LLMs with RL
-2. Look for relevant books published in the last 2 years
-3. Calculate what percentage of papers focus on specific techniques
-4. Search for any recent breakthroughs
-5. Show paper release times in different timezones"
+"Find recent papers about transformer architectures"
+"Search for books about deep learning fundamentals"
+"What's the latest research on reinforcement learning?"
 ```
 
-### Resource Discovery 🎯
-- "What are the most cited papers in computer vision this month?"
-- "Find tutorials about implementing attention mechanisms"
-- "Compare different approaches to transformer architecture"
+### Advanced Queries
+```
+"Research query example:
+1. Find papers about LLMs and reinforcement learning
+2. Show related books from the last 2 years
+3. Calculate the percentage of papers focusing on specific techniques
+4. Convert publication times to EST/PST"
+```
 
-## Tips for Best Results 💪
+## Tips for Best Results ✨
 
-1. **Be Specific**: The more specific your query, the better the results
-2. **Use Keywords**: Include relevant technical terms and keywords
-3. **Combine Tools**: You can ask questions that use multiple tools together
-4. **Time Ranges**: Specify time ranges for more focused results
-5. **Ask for Analysis**: The agent can calculate percentages and trends
+1. Be specific in your queries
+2. Combine multiple tools in one request
+3. Include time ranges when relevant
+4. Ask for specific analyses or calculations
 
 ## Technical Details ⚙️
 
-Running on:
-- Model: Qwen2.5-Coder-32B
-- Framework: SmolagentsAI
-- APIs: ArXiv, Open Library, DuckDuckGo
+- **Model**: Qwen2.5-Coder-32B
+- **Framework**: SmolagentsAI
+- **APIs**: 
+  - ArXiv for papers
+  - Open Library for books
+  - DuckDuckGo for web search
 
 ## Limitations 📝
 
-- Search results are limited to a reasonable number of items
-- Web search uses DuckDuckGo's API
-- Some papers might need institutional access
-- Processing very large datasets may take time
+- Search results are paginated
+- Some papers may require institutional access
+- Web search uses DuckDuckGo API
+- Processing time varies with query complexity
 
-## Feedback 📫
+## Usage Notes 📌
 
-Found a bug or have a suggestion? Please open an issue on the repository!
+- The agent can handle complex, multi-part queries
+- Results are formatted for easy reading
+- Time conversions are available for paper release dates
+- Calculations can be performed on search results
 
 ---
 
-Built with ❤️ using SmolagentsAI and Hugging Face Spaces
+Created with SmolagentsAI | Hosted on Hugging Face Spaces