3. Set up the Streamlit App • Add a title to the app using 'st.title()'
• Add a description for the app using 'st.caption()'
CODE
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Building a Streamlit App With Title and Caption Setup
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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
• phi for building AI agents and tools
• OpenAI for using GPT-4
• SerpAPI for web search functionality -
Installing Python Libraries for AI Development
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1. Install the necessary Python Libraries Run the following commands from your terminal to install the required libraries:
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Build AI Travel Agent GPT-4o 30 Lines Python
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Build an AI Travel Agent with GPT-4o in just 30 lines of Python Code (step-by-step instructions):
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Qwen2-72b-Chat Bot Hosted by Fireworks AI on Poe
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This bot is hosted by @FireworksAI_HQ and is available at https://
poe.com/Qwen2-72b-Chat and on all Poe apps! (2/2) -
Qwen2-72B Launches on Poe: Top LLM Performance
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Qwen2-72B is now on Poe! This new model demonstrates top-tier performance in academic and chat benchmarks, and excels in coding, mathematics, reasoning, and multilingual capabilities. It is currently #1 on the HuggingFace Open LLM Leaderboard. (1/2)
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Production-Grade LLM Applications Framework by Databricks
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Learn how to deliver production-grade LLM applications from @databricks Co-Founder and Chief Technologist @matei_zaharia
! Watch this video for insight on how to: develop programming frameworks like Demonstrate-Search-Predict (DSP) build a stack of powerful tools for -
Daily Content Sharing on Python Data Science and Machine Learning
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That's a wrap! If you are interested in any of these below topics: – Python – Data Science – Machine Learning – Data Analysis – LLMs – MLOps Find me → @Sumanth_077 I'm sharing daily content over here.
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_predict_single Method for K-Nearest Neighbours Classification
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Finally a '_predict_single' method as mentioned it predicts the class label for a single data point This is done by: 1. Calculating the distance between one point to all training examples 2. Selecting the k-nearest Neighbours, & returning the most common class label among them
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Predict Method for Class Labels Using Single Point Prediction
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A 'predict' method that predicts the class labels for a set of data points. It calls '_predict_single' method that actually predicts the class label for a single data point.