Applying machine learning to solve everyday problems. Previously co-founded and built Data Works into a successful IT services company.
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Feb 4 · 5 min read · This example will demonstrate how to use txtai agents with skill.md files. We'll setup a skill.md file with details on how to use TxtAI and run a series of agent requests. Let's get started! Install dependencies Install txtai and all dependencies. %%...
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Feb 4 · 7 min read · This example will demonstrate how to use txtai agents to identify list of strong engineering colleges with baseball programs 🎓⚙️⚾. We'll setup a default agents.md file and then give an LLM access to the web. Let's get started! Install dependencies I...
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Jan 21 · 4 min read · OpenCode is an open source AI coding agent. It's rapidly growing in popularity as an open alternative to Claude Code. OpenCode shows the power of permissive open source. It's rapidly undergoing mass adoption and as of January 2026 sits at 81K+ GitHub...
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Jan 15 · 3 min read · Large Language Models (LLMs) are the magic behind AI. These massive billion and trillion parameter models have been shown to generalize well when trained on enough data. A big problem is that they are hard to run and expensive. So many just call LLMs...
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Dec 12, 2025 · 4 min read · Retrieval Augmented Generation (RAG) is often associated with vector search. And while that is a primary use case, any search will do. ✅ Vector Search ✅ Web Search ✅ SQL Query This article will go over a few RAG examples covering different retri...
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