Создание новостного агрегатора с помощью AI на базе n8n

🔥 Создаём AI-новостной агрегатор на коленке (и без разорения)! Устал от скучных RSS и захотел умный и стильный агрегатор с картинками от нейросетей. В статье делюсь опытом, как на базе n8n, Gemini API и пары костылей сделать агрегатор ИИ-новостей, который суммаризирует тексты, генерирует иллюстрации и автоматически публикует это всё в Telegram.

https://habr.com/ru/articles/919352/

#AI #langchain #n8n #telegram #google_cloud_platform #rss #gemini_ai

MCP(Model Context Protocol) для неискушенных

Если вам довелось уже почитав статьи про mcp технологию озадачиться вопросом "а что же происходит под капотом" и при этом какое то представление о том, что же такое mcp, у вас все таки есть, то , возможно, эта заметка поможет вам сделать еще один шаг к пониманию что за всем этим скрывается. Читать дальше

https://habr.com/ru/articles/918390/

#mcp_server #langchain

Создаем свой RAG: от загрузки данных до генерации ответов с LangGraph. Часть 2

Привет, Хабр! Технология RAG (Retrieval-Augmented Generation) сочетает поиск информации с генерацией ответов, делая AI-системы более точными и осмысленными. В этой статье разберём практическую реализацию RAG с помощью LangGraph — гибкого инструмента для построения агентов и графов.

https://habr.com/ru/articles/918048/

#python3 #python #langchain #ai #искусственный_интеллект #агенты #agents #nlp #rag

🤖 AI Automation is here — and it's reshaping DevOps.

💡 LLMs can now:
🐳 Run Docker
💬 Send Slack
💳 Check Stripe
🛠️ Open GitHub PRs

Agentic AI meets cloud-native infra ⚙️

🎥 Watch: https://youtube.com/shorts/GzdgTQ-RXr8

#AI #DevOps #LangChain #Docker #MLOps #CloudNative

🧠 You: “GPT, can you post in Slack?”
🤖 GPT: “I would… but I’m just a language model.”

That excuse is expiring. Fast. ⚡

💥 DevOps x AI = the next big unlock

🎬 https://youtube.com/shorts/FaIzrS4-UtM

#AIInfrastructure #DevOps #LangChain #AITools

🧠 Tired of AI hallucinations? RAG gives LLMs a real-time memory boost — grounding answers in truth, not guesswork. Learn how it’s reshaping legal, healthcare & support AI.
👇 Dive into the $74.5B shift:
https://medium.com/@rogt.x1997/the-secret-ingredient-in-ais-next-leap-why-retrieval-augmented-generation-rag-is-taking-over-d6c6a205a392
#RAG #GenerativeAI #LangChain #AITrends
https://medium.com/@rogt.x1997/the-secret-ingredient-in-ais-next-leap-why-retrieval-augmented-generation-rag-is-taking-over-d6c6a205a392

🧠 Want to build AI that acts, not just chats?

Discover why OpenAI’s new Agents SDK is outperforming LangChain and AutoGen in 2025. From agent chaining to built-in guardrails, this SDK changes the game for devs.

👇 Here’s your edge in the Agentic AI era:

🔗 https://medium.com/@rogt.x1997/7-reasons-why-openais-agents-sdk-beats-langchain-and-autogen-in-2025-690b58007e54

#AgenticAI #OpenAI #LangChain #PythonDev
https://medium.com/@rogt.x1997/7-reasons-why-openais-agents-sdk-beats-langchain-and-autogen-in-2025-690b58007e54

LangWHAT?
You've seen names like LangChain, LangGraph, LangFlow or LangSmith – but what’s really behind them?

:blobcoffee: LangChain helps us build LLM apps via modular code.

:blobcoffee: LangGraph adds branching logic and multi-agent workflows.

:blobcoffee: LangFlow lets us create flows with drag & drop.

:blobcoffee: LangSmith monitors and evaluates our LLM stack.

LangChain, LangGraph and LangSmith come from the same ecosystem. LangFlow is a visual builder developed independently by DataStax.

Tried both LangChain and Langflow to build the same chatbot — Medium article coming shortly.

#LangChain #LangFlow #LLM #AI #KI #python #OpenSource #LangGraph #LangSmith #technology #chatbot #ollama

🚨 The $50B AI agent war is real.
LangChain brings the ecosystem. CrewAI brings the speed (5.76x faster!).
If you're building autonomous agents in 2025, this is your must-read breakdown.

⚔️ Two philosophies
📊 Real metrics
💡 Code, charts, use cases

👇 Read it now
🔗 https://medium.com/@rogt.x1997/langchain-vs-crewai-the-framework-war-fueling-ai-agent-supremacy-f63e25aff274

#AIagents #LangChain #CrewAI #FrameworkWars
https://medium.com/@rogt.x1997/langchain-vs-crewai-the-framework-war-fueling-ai-agent-supremacy-f63e25aff274

AI Agents for Beginners: Building Your First AI Agent

https://fed.brid.gy/r/https://forem.com/slaknoah/ai-agents-for-beginners-building-your-first-ai-agent-51i8

Microsoft and LangChain: Leading the Way in AI Security for Open Source on Azure. buff.ly/YNwZDPG #ai #langchain #security #oss #azure #cloud

Microsoft and LangChain: Leadi...

Microsoft and LangChain: Leading the Way in AI Security for Open Source on Azure.

https://devblogs.microsoft.com/blog/microsoft-and-langchain-leading-the-way-in-ai-security-for-open-source-on-azure

#ai #langchain #security #oss #azure #cloud

🧠 Confused between LangGraph and LangFlow?

🔸 LangGraph is a code-first framework from the LangChain team. Perfect for building stateful, multi-agent, complex LLM workflows with branching, loops, and control logic.

🔸 LangFlow is a visual builder made by a third party. Great for drag-and-drop prototyping of LangChain apps—no deep coding needed.

✅ Use LangGraph for logic-heavy orchestration.
✅ Use LangFlow to experiment and visualize quickly.

#LangChain #LLMs #AItools #LangGraph #LangFlow

Want to build a generative AI web app without the headache? Ed Izaguirre explores the full spectrum, from complex MERN stacks with #LangChain and Pinecone, to surprisingly capable single-file SQLite monoliths.

https://towardsdatascience.com/the-simplest-possible-ai-web-app/

🚀 Think you know how GenAI works?
It's not just prompts. It’s orchestration with 25 next-gen Python libraries powering the world’s smartest LLMs: agents, memory, RAG, grammar control & more 🧠💻
Dive into the tools under the hood of AI in 2025 👇
🔗 https://medium.com/@rogt.x1997/25-groundbreaking-python-libraries-powering-genai-workflows-in-2025-982add3d9301
#GenAI #PythonLibraries #LLM #AIstack #LangChain #AutoGen #AItools #ArtificialIntelligence
https://medium.com/@rogt.x1997/25-groundbreaking-python-libraries-powering-genai-workflows-in-2025-982add3d9301

💸 Why pay $10 per query when $0.0001 can do more?
This guide shows how freelancers, devs, and small startups are building real-world AI agents with open-source tools—no-code, no cost.
Empower your projects without draining your wallet.
👇 Read & rethink what's possible:
🔗 https://medium.com/@rogt.x1997/0-0001-vs-10-how-micro-priced-prompts-are-outperforming-premium-apis-in-real-ai-deployments-2d1e7648c860
#OpenSourceAI #AgenticAI #AIForAll #Flowise #LangChain
https://medium.com/@rogt.x1997/0-0001-vs-10-how-micro-priced-prompts-are-outperforming-premium-apis-in-real-ai-deployments-2d1e7648c860

Started building LLM apps with Rust + rig.rs, now diving into LangGraph and Python too. Been a super fun ride so far 🤓🛠️

#Rust #Python #LLM #AI #LangChain

👀 Як пабудаваць ШІ-агента, які ведае надвор’е, дасылае сабачак і… амаль цытуе беларускія прыказкі?
Мы зрабілі простага агента, а потым зладзілі невялічкі батл мадэляў. Хто выйграў? 🥊🤖

🎯 Як зрабіць такога агента самому — тут 👉 https://bel-geek.com/article/1745916954654

#AI #ChatGPT #LangChain #Belarus #ШІ

"Unlocked RAG magic! LangChain + OpenSearch + Mistral-Embed + Vertex AI Gemini 2.0 Flash = smart AI apps. Optimize, customize, build! 🚀 #AI #LangChain #OpenSearch #VertexAI" https://zilliz.com/tutorials/rag/langchain-and-opensearch-and-google-vertex-ai-gemini-2.0-flash-thinking-and-mistral-embed

"Just unlocked the magic of building a powerful RAG system! 🚀 LangChain + OpenSearch + Gemini 2.0 Flash + Voyage-code-2 embeddings = seamless AI pipelines. Build smarter apps, optimize costs, and innovate fearlessly. #AI #RAG #LangChain" https://zilliz.com/tutorials/rag/langchain-and-opensearch-and-google-vertex-ai-gemini-2.0-flash-thinking-and-voyage-code-2