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End-to-End Guide to Building and Deploying an MCP Server for AI Toolchains
You can find the complete code on GitHub: https://github.com/vikrambhat2/mcp-server-web-search 2. What is MCP? Why MCP? MCP (Model Context Protocol) is a minimal HTTP/JSON protocol that lets LLMs call...
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Why It’s Really Called a Shebang in Python 🧐
From our podcast, episode 255 with Chris Trudeau (hosted by Chris Bailey). softwareengineer softwaredeveloper software softwaredevelopment learnpython code coding developer programming python
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Fine-Tuning Open-Source LLMs for Text-to-SQL: Results and Key Takeaways (article 3 of 3)
In my text-to-SQL fine-tuning project, I tried to push open-source LLMs like Llama 3.1 8B Instruct and Qwen 2.5 series to their limits using GRPO. Over 60+ runs, 3 months of work, day and night, I foc...
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