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README.md
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---
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# AI Research Assistant 🤖📚
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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 🚀
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## Features
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### 📖 Book Search and Analysis
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- Search for AI/ML books using the Open Library API
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- Get detailed book information
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- Find related books and recommendations
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### 📄 ArXiv Paper Search
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- Search through ArXiv papers
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- Get real-time access to the latest AI research
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- Filter by categories and topics
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- Get detailed paper summaries and links
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### 🌐 Web Search
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- Search the web using DuckDuckGo integration
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- Find recent developments and news
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- Access blog posts and tutorials
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### 🧮 Utilities
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- Built-in calculator for quick computations
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- Timezone converter for international paper releases
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- Automatic result formatting and organization
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## Example Queries
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Here are some things you can ask the agent:
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### Simple Queries 💡
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- "Find books about deep learning"
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- "Search for recent papers about transformers"
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- "Calculate the percentage growth in AI papers since 2020"
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### Complex Research Tasks 🔬
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```
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"I'm researching the intersection of LLMs and reinforcement learning:
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1. Find recent papers about combining LLMs with RL
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2. Look for relevant books published in the last 2 years
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3. Calculate what percentage of papers focus on specific techniques
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4. Search for any recent breakthroughs
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5. Show paper release times in different timezones"
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```
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### Resource Discovery 🎯
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- "What are the most cited papers in computer vision this month?"
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- "Find tutorials about implementing attention mechanisms"
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- "Compare different approaches to transformer architecture"
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## Tips for Best Results 💪
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1. **Be Specific**: The more specific your query, the better the results
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2. **Use Keywords**: Include relevant technical terms and keywords
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3. **Combine Tools**: You can ask questions that use multiple tools together
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4. **Time Ranges**: Specify time ranges for more focused results
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5. **Ask for Analysis**: The agent can calculate percentages and trends
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## Technical Details ⚙️
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Running on:
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- Model: Qwen2.5-Coder-32B
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- Framework: SmolagentsAI
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- APIs: ArXiv, Open Library, DuckDuckGo
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## Limitations 📝
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- Search results are limited to a reasonable number of items
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- Web search uses DuckDuckGo's API
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- Some papers might need institutional access
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- Processing very large datasets may take time
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## Feedback 📫
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Found a bug or have a suggestion? Please open an issue on the repository!
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---
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Built with ❤️ using SmolagentsAI and Hugging Face Spaces
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