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How I Built a Chatbot Without APIs, GPUs, or Money (Part 2)
Part 2: Testing the Model and Building the Frontend In Part 1, we built a complete backend for a document-based chatbot using local tools. Before jumping into the frontend, it’s important to verify t...
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Build Your Own Dedicated Stock Analysis AI Agent for Free with DefeatBeta API + MCP + LLM
When we use large language models like ChatGPT, Grok, Qwen or Gemini for financial analysis, there is a fundamental problem we often overlook: They don’t have access to accurate, up-to-date market dat...
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7 Python Libraries That Helped Me Finish More Than I Started
Momentum-building tools that kept projects from stalling. Confidence tools for changing code without fear. Continue reading on Python in Plain English
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