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How We Build Effective Agents: Barry Zhang, Anthropic
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🔍 Tavily Company Researcher
An open-source AI tool that delivers real-time company research reports with unmatched accuracy. Built on LangGraph, it combines intelligent search and structured workflows to transform complex company research into automated, reliable insights.
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✨Announcing LangExtract! ✨
Our new open-source Python library for information extraction, powered by #Gemini.
✅ Turn text into structured data
✅ Trace every insight to its source
✅ Visualize results instantly
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LLMs have made exciting progress on hard tasks! But they still struggle to analyze complex, unstructured documents (including today's Gemini 1.5 Pro 002).
We (UC Berkeley) built 📜DocETL, an open-source, low-code system for LLM-powered data processing: https://t.co/VmJ1zyre6m
o3-mini researcher
Give it a topic, use o3-mini for report planning w/ human feedback, then parallelize all research/writing when plan is accepted. All open source (code below)
Lance Martinx.comYour Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task
Analyzes cognitive impacts of using large language models versus search engines or no tools during essay writing, measuring brain activity, engagement, memory effects, essay quality, ownership, and learning outcomes through EEG and NLP methods.
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introducing @orchestraorg an open source multi-agent framework we've been working on @mainframe
Orchestra agents can create workflows dynamically by decomposing a complex task into subtasks, assigning agents, and defining data flows between subtasks https://t.co/P5QcL1Gr1I