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Update app.py
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app.py
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@@ -140,14 +140,14 @@ description = """<strong>Overview:</strong> Reasoning application that demonstra
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<a href='""" + PDF_URL + """'>PDF</a>, and <a href='""" + WEB_URL + """'>Web</a> data published after LLM knowledge cutoff (example: GPT-4 data).
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<ul style="list-style-type:square;">
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<li>Set "Retrieval Augmented Generation" to "<strong>Off</strong>" and submit prompt "What is GPT-4?" The <strong>LLM without RAG</strong> does not know the answer.</li>
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<li>Set "Retrieval Augmented Generation" to "<strong>Chroma</strong>" or "<strong>MongoDB</strong>" and experiment with prompts. The <strong>LLM with RAG</strong> knows the answer
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<ol>
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<li>What is GPT-4?</li>
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<li>What are GPT-4's media capabilities in 5 emojis and 1 sentence?</li>
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<li>List GPT-4's exam scores and benchmark results.</li>
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<li>Compare GPT-4 to GPT-3.5 in markdown table format.</li>
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<li>What is the GPT-4 API's cost and rate limit? Answer in English, Arabic, Chinese, Hindi, and Russian in JSON format.</li>
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<li>Write a Python program that calls the GPT-4 API.</li>
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</ol>
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</ul>\n\n
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<strong>Technology:</strong> <a href='https://www.gradio.app/'>Gradio</a> UI using the <a href='https://openai.com/'>OpenAI</a> API and
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<a href='""" + PDF_URL + """'>PDF</a>, and <a href='""" + WEB_URL + """'>Web</a> data published after LLM knowledge cutoff (example: GPT-4 data).
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<ul style="list-style-type:square;">
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<li>Set "Retrieval Augmented Generation" to "<strong>Off</strong>" and submit prompt "What is GPT-4?" The <strong>LLM without RAG</strong> does not know the answer.</li>
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+
<li>Set "Retrieval Augmented Generation" to "<strong>Chroma</strong>" or "<strong>MongoDB</strong>" and experiment with prompts. The <strong>LLM with RAG</strong> knows the answer:</li>
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<ol>
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<li>What is GPT-4?</li>
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<li>What are GPT-4's media capabilities in 5 emojis and 1 sentence?</li>
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<li>List GPT-4's exam scores and benchmark results.</li>
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<li>Compare GPT-4 to GPT-3.5 in markdown table format.</li>
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<li>Write a Python program that calls the GPT-4 API.</li>
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+
<li>What is the GPT-4 API's cost and rate limit? Answer in English, Arabic, Chinese, Hindi, and Russian in JSON format.</li>
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</ol>
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</ul>\n\n
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<strong>Technology:</strong> <a href='https://www.gradio.app/'>Gradio</a> UI using the <a href='https://openai.com/'>OpenAI</a> API and
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