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Built an MCP server for LLMs to search email from terminal | Daniel Fleischer posted on the topic | LinkedIn
๐ฌ I built an MCP server that lets LLMs search my email from the terminal The server connects Claude to email search via the mu CLI tool. Now I just ask it things like: "Find emails with PDF attachments from last April" โก ๐ No custom frontend. No heavy framework. Just a CLI tool made smarter. ๐ก I learned that MCP servers are basically API translators โ they take complex developer SDKs and flatten them into simple function calls that LLMs can actually use. ๐ฏ The bigger picture: This pattern can breathe new life into existing CLI tools and services. Complex APIs โ Simple, declarative functions โ Natural language queries. This isnโt a product โ just an experiment in stitching new capabilities into existing workflows. Code here: https://lnkd.in/eT2fJBSv mu email indexer and searcher: https://github.com/djcb/mu #MCP #LLM #EmailSearch #OpenSource #AI What existing tools would you want to make LLM-friendly? ๐ค
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Summarize Hacker News Posts with Haystack & OPEA | Haystack
Build a RAG pipeline to fetch live Hacker News posts and summarize them with a local LLM endpoint
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ืืืืื ืฉืืื ืืืื? ืื ืชืื ื ืืขืฆืืื ืืขืจืืช RAG | ืืืงืืืื
ืืขืจืืืช RAG ืืืืืืช ืืคืชืืจ ืืช ืชืืคืขืช ืืืืืืช ืฉื LLMs, ืืื ืืื ืืื ืืช ืืืช ืืืื ืชืฆืืจืื ืืงืื ืืจืื ืืืืืืช ืงืจืืืืืช (ืืืงืืืช ืฉืชืืืขื ืืื ืงืจืื ืืืืฉืื)
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Intel Labs Introduces RAG-FiT Open-Source Framework for Retrieval Augmented Generation in LLMs
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Open Domain Q&A using Dense Retrievers in fastRAG