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Update app.py
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app.py
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@@ -822,10 +822,10 @@ This demo presents a GPT-style Multi-Agent AI Assistant, built with **LangChain,
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Supported features:
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- 📄 **Document Summarisation** (PDF, DOCX, TXT)
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- ❓ **FAQ-style Q&A based on uploaded documents**
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- 🌐 **Live Web Search** (Online
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- 📅 **Real-time Date & Time**
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- ➗ **Math and Logic Calculations**
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- 💬 **General Chatting / Reasoning**
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You can upload a document and ask related questions, or just type a question directly—no file upload required.
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@@ -835,7 +835,7 @@ You can upload a document and ask related questions, or just type a question dir
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1. Summarise the document. *(→ Summarisation Agent)*
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2. What are the key ideas mentioned in this file? *(→ RAG QA Agent)*
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3. What is LangChain used for? | What are the latest trends in AI startups in 2025? | Tell me the most recent breakthrough in quantum computing. *(→ Online Rag Agent)*
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4. What's the current time in London? *(→ Time Agent)*
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5. If I earn $15 per hour and work 8 hours a day for 5 days, how much will I earn? | What is 5 * 22.5 / sin(45) | 3^3 + 4^2 | Calculate 25 * log(1000) | What is the square root of 144 *(→ Math Agent)*
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6. Who are you? | What can you do? | What is the meaning of life? *(→ General Chat Agent)*
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"""
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Supported features:
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- 📄 **Document Summarisation** (PDF, DOCX, TXT)
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- ❓ **FAQ-style Q&A based on uploaded documents** (RAG-based)
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- 🌐 **Live Web Search** (Online RAG + GPT post-processing summary)
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- 📅 **Real-time Worldwide Date & Time** (LLM + GeoLocator + TimezoneFinder, supports any city globally)
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- ➗ **Math and Logic Calculations** (from scientific equations to financial or tax-related use cases)
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- 💬 **General Chatting / Reasoning**
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| 830 |
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You can upload a document and ask related questions, or just type a question directly—no file upload required.
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1. Summarise the document. *(→ Summarisation Agent)*
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2. What are the key ideas mentioned in this file? *(→ RAG QA Agent)*
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| 837 |
3. What is LangChain used for? | What are the latest trends in AI startups in 2025? | Tell me the most recent breakthrough in quantum computing. *(→ Online Rag Agent)*
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4. What's the current time in London? | What’s today’s date in New York? | What time is it in Taipei right now? *(→ Time Agent)*
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5. If I earn $15 per hour and work 8 hours a day for 5 days, how much will I earn? | What is 5 * 22.5 / sin(45) | 3^3 + 4^2 | Calculate 25 * log(1000) | What is the square root of 144 *(→ Math Agent)*
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6. Who are you? | What can you do? | What is the meaning of life? *(→ General Chat Agent)*
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"""
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