Crawl the internet with agents Doctor helps LLM agents crawl and understand web content in real-time, combining web processing, vector search, and LangChain's document handling into a powerful FastAPI-enabled system. Check it out on GitHub https://
github.com/sisig-ai/doctor
OPEN SOURCE
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Doctor: Web Crawling Tool for LLM Agents with FastAPI
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Smart Telegram Bot Summarizes Web Links and PDFs with LangGraph
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Telegram Link Summarizer A smart Telegram bot that summarizes web links, PDFs, and social posts directly in your chats. Powered by LangGraph, it intelligently processes various content types to deliver concise insights. Check it out: https://
github.com/kargarisaac/te
legram_link_summarizer_agent
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Text-to-SQL Converter with LangChain and Ollama Tutorial
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Text-to-SQL Tutorial Build a powerful natural language to SQL converter using LangChain, Ollama's DeepSeek model, and Streamlit. This tutorial shows you how to create an intuitive interface that automatically converts spoken queries into database-ready SQL. Watch now:
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Open Source Collaboration Accelerates AI Progress and Innovation
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Without Llama (or PyTorch) there would have been no DeepSeek.
The point of open source is that you can accelerate progress by building on each other's work. -

Maya: Open-Source Multilingual Vision Language Model
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Behind Maya: Building a Multilingual Vision Language Model This paper introduces Maya, an open-source multilingual Vision-Language Model (VLM) designed to enhance performance on vision-language tasks across eight diverse languages. Maya addresses the underperformance of existing
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Open-Source Edge Computing Simulators: Classification and Evaluation
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A Survey on Open-Source Edge Computing Simulators and Emulators: The Computing and Networking Convergence Perspective This survey provides a comprehensive classification and evaluation of 40+ open-source edge computing simulators and emulators, emphasizing the convergence of
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CLI Version Praised for Speed and Intelligence
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The CLI version (codex-mini) is perfect for terminal devs. Fast, light, and way smarter than old CLI copilots.
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Red Hat Summit: Open Source Innovation and Enterprise Tech Sessions
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Don't miss our sessions at this year's #RHSummit and explore the future of open source innovation and enterprise tech. Check all our sessions in the catalog now: https://
nvda.ws/3YQbg6q -

Run DeepSeek R1 Locally in 7 Minutes
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Run DeepSeek R1 Locally: Seven-Minute Setup Boosts data privacy, speeds processing, works offline
• Gather essential hardware
• Install necessary software
• Follow guide steps Click below to read more: https://
godofprompt.ai/blog/run-deeps
eek-r1-locally-seven-minute-setup
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Codex CLI Gets Better with New Codex-Mini Model for Code Editing
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Codex CLI is also getting better today, with a new codex-mini model optimized for fast code editing! Check out the latest with @hwchung27 @fouadmatin @anupk24
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