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Source channel @devilsbelow · Post #494 · Feb 2

🌐Weekly News Digest [ January 26 – February 1 ] That was a week of bribery charges and expansion of extraction activities across the whole continent. 💡Here are the key highlights: 🇩🇿 Algeria — Algeria’s minister for hydrocarbons visits Chad and Niger 🇨🇬 Congo — Two Norwegians and an oil company charged with bribing Congo’s president 🇨🇩 DR Congo — The leader of the AFC/M23 critisizes the US-DRC strategic agreement on access to minerals — More than 200 killed in a collapse at the AFC/M23-controlled Rubaya coltan mines in eastern DRC 🇱🇷 Liberia — Liberia ratified an agreement with the Luxembourg-based ArcelorMittal, extending the company’s rights to the Tokadeh iron deposit until 2075 🇲🇱 Mali — China’s largest mining company, Zijin buys Canadian company Allied Gold 🇲🇬 Madagascar — Madagascar has lifted its 2010 moratorium on new mining permits, except for gold 🇲🇿 Mozambique — TotalEnergies officially resume the Mozambique LNG project 🇳🇬 Nigeria — Nigeria’s President Bola Tinubu grants tax incentives to speed up Shell’s Bonga South West oil project — TotalEnergies sells its 10% stake in a Nigerian oil asset to a brand new local firm — A bribery trial of a former Nigerian minister of petroleum opens in London 🇸🇩 Sudan — Sudan seeks closer alignment with Saudi Arabia, including gold refinement 🇿🇲 Zambia — Zambia’s army carries out a full-fledged military operation around a gold deposit in the northwest of the country 🇿🇼 Zimbabwe — Illegal miners blamed for water supply disruptions in Zimbabwe's second largest city — Zimbabwe starts early implementation of increased royalties on gold mining #NewsDigest ➡️ Follow to stay informed - @devilsbelow

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Data Science Jobs

@datasciencejobs · Post #2701 · 04/28/2025, 03:03 PM

#LangChain#LangGraph#LLM#AI#вакансии Друзья, всем привет! Ищем Автора для разработки текстового асинхронного курса по фреймворкам LangChain и LangGraph для действующих специалистов DS уровня Jun+. О нас: Standard Data – проектируем и реализуем образовательные решения под заказ крупных компаний в сферах ИИ, дата-инжиниринга и веб-разработки. Кого ищем: Data Scientist уровней middle и senior для создания текстового курса. Ожидания от кандидата: • Опыт работы с LLM в коммерческих проектах от 1 года; • Опыт работы в Data Science от 1,5 лет; • Высшее профильное образование; • Глубокое знание Python и интересуешься языковыми моделями и машинным обучением; • Желание делиться знаниями. Что нужно делать: • Разрабатывать уроки для курса по фреймворкам LangChain и LangGraph; • Писать текстовые материалы; • Работать в команде с тех-лидом, редактором и дизайнером. Что мы предлагаем: • Вознаграждение за один урок (3-5 страниц текста в Google Документах): 7к - 12к; • Гибкий график; • Сумма вознаграждения возможна и больше, всё зависит от опыта, публикаций и результатов собеседования; • Классную команду единомышленников. Ждем тебя в нашей команде, пишите в тг, или сразу кидайте резюме: @KaterinkaGl _____ За успешную рекомендацию по традиции бонус! Суммарно 15к: при прохождении тестового 5к, еще 10к. после 2 месяцев хорошей работы. Если у тебя классный кандидат с большим опытом, то пишите в ЛС, согласуем другой бонус!

GitHub Trends

@githubtrending · Post #15565 · 03/16/2026, 11:30 AM

#python#ai#deepagents#langchain#langgraph Deep Agents is a ready-to-use AI agent framework that comes with built-in planning, file management, and task delegation tools. It breaks down complex tasks into manageable steps, maintains context across conversations, and can spawn specialized sub-agents to handle focused work independently. You benefit from getting a working agent immediately without building from scratch, while retaining full customization options for your specific needs. The framework handles context management automatically, making it ideal for multi-step projects that traditional agents struggle with. https://github.com/langchain-ai/deepagents

GitHub Trends

@githubtrending · Post #15419 · 01/17/2026, 09:30 AM

#python#agent#ai#aippt#editable_pptx#langgraph#paper2slides#ppt_generator Paper2Any turns paper PDFs, images, or text into editable diagrams, technical roadmaps, experiment plots, PPT slides, and more with one click. Key tools include Paper2Figure for scientific visuals, Paper2PPT for custom decks with table extraction, PDF2PPT for layout-perfect conversions, and AI beautification. Install via GitHub on Python 3.11+, Linux preferred; try online demo or scripts. You save hours recreating figures or slides for research, talks, or reports, getting pro-quality, customizable outputs fast. https://github.com/OpenDCAI/Paper2Any

GitHub Trends

@githubtrending · Post #15523 · 02/25/2026, 12:30 PM

#typescript#agent#agentic#agentic_framework#agentic_workflow#ai#ai_agents#bytedance#deep_research#harness#langchain#langgraph#langmanus#llm#multi_agent#nodejs#podcast#python#superagent#typescript DeerFlow 2.0 is an open-source super agent harness that orchestrates multiple sub-agents, memory systems, and sandboxed execution environments to accomplish complex tasks. Built on LangGraph and LangChain, it combines research, coding, and content creation capabilities with extensible skills and tools. The platform features isolated Docker containers for safe execution, long-term memory that learns your preferences, and the ability to spawn sub-agents that work in parallel on different task angles. You benefit from dramatically reduced research and automation time—tasks that typically take hours complete in minutes—while maintaining full transparency and control over agent decisions through human-in-the-loop collaboration. Whether you need deep research reports, data analysis, slide decks, or custom workflows, DeerFlow handles multi-step complexity without requiring extensive coding knowledge. https://github.com/bytedance/deer-flow

GitHub Trends

@githubtrending · Post #14662 · 05/02/2025, 12:00 PM

#typescript#aceternity_ui#agent#agents#ai#chrome_extension#extension#fastapi#glean#langchain#langgraph#nextjs#nextjs15#notebooklm#notion#ollama#perplexity#python#rag#slack#typescript SurfSense is a highly customizable AI research tool that helps you organize and search your personal knowledge base. It connects to many external sources like search engines, Slack, Notion, YouTube, and GitHub. You can upload various file types and interact with your saved content using natural language. SurfSense provides cited answers and supports local AI models, making it a powerful tool for research. It's also self-hostable and open-source, allowing you to control your data and customize it as needed. This helps you manage information more efficiently and privately. https://github.com/MODSetter/SurfSense