@tool def sql_investigate(query: str) -> dict: try: df = con.execute(query).df() head = df.head(30) return { “rows”: int(len(df)), “columns”: list(df.columns), “preview”: head.to_dict(orient=”records”) } except Exception as e: return {“error”: str(e)} @tool …
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System
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Illustration by Tag Hartman-Simkins/Futurism. Source: Charlie Tribleau/AFP via Getty Images; Future Publications via Getty Images As U.S. Immigration and Customs Enforcement agents wreak havoc On American communities, big tech companies …
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AI Tools
How to Build a Self-Assessing Agent AI System with LlamaIndex and OpenAI Using Retrieval, Tool Usage, and Automated Quality Check
In this tutorial, we build an advanced agentic AI workflow using LlamaIndex and OpenAI models. We focus on designing a reliable retrieval-augmented generation (RAG) agent that can reason on evidence, …
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Anthropic has been released ColleagueA new feature that runs agentive workflows on local files for non-coding tasks is currently available in Research Preview inside the Cloud macOS desktop app. What …
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Since the Kepler space telescope began its search for exoplanets in 2009, it has uncovered a strange pattern among these alien worlds: Their orbits follow a consistent rhythm. For example, …
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Stay updated with free updates just sign up pension industry myFT Digest – delivered straight to your inbox. The UK regulator has revised its plans to compare pension funds in …
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Unlock the free White House Watch newsletter Your guide to what Trump’s second term means for Washington, business and the world China has hacked emails used by congressional staffers on …
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Illustration by Tag Hartman-Simkins/Futurism. Source: Getty Images The use of AI in the legal field is the gift that keeps on giving. This time, it’s the grim sense of disappointment …
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Author(s): Kushal Banda Originally published on Towards AI. Self-Correcting RAG System standard rag Pipelines have a fatal flaw: they recover once and hope for the best. When retrieved documents do …
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AI News
How to build a production-ready multi-agent incident response system using OpenAI Swarm and tool-augmented agents
In this tutorial, we use OpenAI Swarm to build an advanced but practical multi-agent system that runs in Colab. We demonstrate how we can organize specialized agents such as triage …
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