4. Create and Initialize the AI assistant • Create a text input to enter their Anthropic API key using 'st.text_input()'
• If the Anthropic API key is provided, create an instance of Assistant with claude sonnet 3.5 as LLM and DuckDuckGo as the tool.
GENERATIVE AI
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Build AI Assistant with Claude and DuckDuckGo Integration
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Essential Libraries for Building AI Agents with Streamlit
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2. Import necessary libraries • Streamlit for building the web app
• Phidata for building AI agents
• Anthropic for using Claude via API
• Duckduckgo for the search functionality -
Claude Sonnet 3.5 Web Search in 15 Python Lines
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Claude Sonnet 3.5 can now search the web with just 15 lines of Python code (step-by-step instructions):
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Amazon Proposes New AI Benchmark to Measure RAG
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Amazon proposes a new AI benchmark to measure RAG Choosing the right algorithm for RAG could yield more AI improvements than scaling to larger and larger language models, say AWS researchers. https://
zdnet.com/article/amazon
-proposes-a-new-ai-benchmark-to-measure-rag/
… $AMZN -
Generative AI New Attack Vector Endangering Enterprises
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Generative AI is new attack vector endangering enterprises, says CrowdStrike CTO Gen AI opens up all kinds of opportunities to obtain sensitive data without even building malware. https://
zdnet.com/article/genera
tive-ai-is-new-attack-vector-endangering-enterprises-says-crowdstrike-cto/
… $CRWD -
ChatGPT and Copilot fail at simple image editing task
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AI can't edit: Why ChatGPT failed hilariously at my simple image task The chatbot started to talk very fast, reminiscent of the computer HAL 9000 trying to save itself in the movie 2001. Copilot didn't fare any better. https://
zdnet.com/article/ai-can
t-edit-why-chatgpt-failed-hilariously-at-my-simple-image-task/
… @OpenAI $MSFT -
LLM Captions for Text-to-Image Diffusion Model Training
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I took the liberty of asking Copilot, and it answered the following: “Let’s explore the interplay of data processing inequality, rate distortion, information bottlenecks, and representation in the context of using synthetic captions from LLMs to train a text-to-image diffusion
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Language Models Image Captioning with LLM Evaluation Filtering
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And this is what a typical LM does for captioning the same image. It’s not perfect but it is more scalable and detailed. With some LLM eval filtering would look even better.
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Glasp: Import Kindle highlights into your second brain
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You might like @_Glasp
! Import all of your Kindle highlights into a second brain that you can ask questions too.
