Update README.md

README.md

@@ -1,6 +1,6 @@
 ---
 title: AI Research Assistant
-emoji: 🤖
+emoji: 🔍
 colorFrom: blue
 colorTo: indigo
 sdk: gradio
@@ -11,20 +11,20 @@ pinned: false
 license: mit
 ---
 
-# AI Research Assistant 🤖📚
+# AI Research Assistant
 
-An intelligent research assistant that helps you discover and analyze AI and machine learning resources, powered by Qwen2.5-Coder-32B.
+A research assistant built to help discover and analyze AI and machine learning resources. Powered by Qwen2.5-Coder-32B and running on Hugging Face Spaces.
 
-## Available Tools 🛠️
+## Features
 
 ### 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
+- Book search and analysis via Open Library
+- ArXiv paper search with real-time access
+- Web search through DuckDuckGo
+- Built-in calculator
+- Timezone conversion
 
-## Example Usage 💡
+## Example Queries
 
 ### Basic Research
 ```
@@ -33,44 +33,33 @@ An intelligent research assistant that helps you discover and analyze AI and mac
 "What's the latest research on reinforcement learning?"
 ```
 
-### Advanced Queries
+### Complex Queries
 ```
-"Research query example:
+"Research request:
 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 ✨
+## Technical Information
 
-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
+- Model: Qwen2.5-Coder-32B
+- Framework: SmolagentsAI
+- APIs: ArXiv, Open Library, DuckDuckGo
 
-## Technical Details ⚙️
-
-- **Model**: Qwen2.5-Coder-32B
-- **Framework**: SmolagentsAI
-- **APIs**: 
-  - ArXiv for papers
-  - Open Library for books
-  - DuckDuckGo for web search
-
-## Limitations 📝
+## Limitations
 
 - Search results are paginated
-- Some papers may require institutional access
-- Web search uses DuckDuckGo API
+- Some papers require institutional access
 - Processing time varies with query complexity
 
-## Usage Notes 📌
+## Usage Notes
 
-- 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
+- Complex, multi-part queries are supported
+- Results include formatted summaries
+- Time zone conversions available
+- Mathematical calculations can be performed on results
 
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