Ai Tools: ChatGPT, Midjourney, Deepseek
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πŸ”’ Ways to Use Agentic AI

1. Prompt Routing: Dynamically decide whether to respond, search internal data, or hit the internetbased on the user’s prompt.

2. Query Writing: Write its own query functions with filters, sorting, and parameters to get exactly the right results.

3. Data Processing: Clean, transform, enrich, and summarize raw inputs so they’re ready for reasoning or downstream tasks.

4. Tool Orchestration: Pick the right tools/APIs, chain them together, handle fallbacks, and adapt workflows in real time.

5. Decision Support & Planning: Break down goals into steps, compare options, prioritize, and recommend next actions.
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πŸ“Š Classification vs. Regression

πŸ“ˆ Classification assigns data to categories, like spotting spam emails, diagnosing diseases (benign or malignant), or recognizing digits. It picks the right label.

βš™οΈ Regression predicts continuous numbers, such as forecasting stock prices, estimating car mileage, or tracking temperature trends. It finds the exact value.

πŸ”„ Together, they power AI: classification for decisions, regression for trends.
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πŸ“Š Classification vs. Regression
Classification vs. Regression
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πŸ”… Build with AI: Evaluation and Feedback Apps with LangChain and Hugging Face Spaces

πŸ“ Create and deploy intelligent AI feedback systems using LangChain and Hugging Face Spaces through no-code prompt engineering and visual development tools.

🌐 Author: Walter Shields
πŸ”° Level: Intermediate
⏰ Duration: 45m

πŸ“‹ Topics: Hugging Face Products, AI Software Development, LangChain

πŸ”— Join Ai Tools for more courses
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Build_with_AI:_Evaluation_and_Feedback_Apps_with_LangChain_and_Hugging.zip
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πŸ“±Ai Tools
πŸ“±Build with AI: Evaluation and Feedback Apps with LangChain and Hugging Face Spaces
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Prompt share: Line drawing

Prompt:
Simple cartoon line drawing of a [character description], [action]. Clean full-body view, no outline around the edges, no shadow. Clipart-style for children's book, soft lighting, solid [background color], clear lines, no internal shadows. Minimalist and playful cartoon aesthetic.
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