PostgreSQL: First Approach to Vector Databases with pgvector and Python
If you're already familiar with relational databases like PostgreSQL, you're one step closer to start with vector databases and build AI applications.…
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Running LLMs Locally: A Rigorous Benchmark of Phi-3, Mistral, and Llama 3.2 on Ollama
Abstract This report presents a comprehensive evaluation of three small language models (SLMs) – Llama 3.2 (3B), Phi-3 mini, and Mistral 7B – running …
Подключаем MAX к своей CRM за 30 минут на Python
Мессенджер MAX набирает обороты в корпоративном сегменте. У него есть Bot API, но документации и примеров интеграции в открытом доступе минимум. В это…
Why AI agents forget everything (and how we fixed it)
If you've built an AI agent or assistant, you've hit this wall: the moment the session ends, it forgets everything. The user comes back the next day. …
Give Your AI Agents a Wallet: MoltsPay + CrewAI in 10 Lines
Your CrewAI agents can research, write, and code. But can they pay for services? Today I'll show you how to give your agents the ability to purchase A…
MiroFish: The Open-Source AI Engine That Builds Digital Worlds to Predict the Future
MiroFish is an open-source AI prediction engine that takes real-world data (news, reports, even novels), spawns thousands of AI agents with unique per…
How API Data Bloat is Ruining Your AI Agents (And How I Cut Token Usage by 98% in Python)
If you are building autonomous AI agents right now using OpenAI, Anthropic, or local models, you have probably run into the exact same wall I did. You…
Как я за выходные собрала сервис озвучки книг на FastAPI + Edge TTS + Telegram Mini App
Привет, Хабр! Я люблю слушать книги, но не все есть на Литрес и Storytel. Особенно это касается профессиональной литературы, фанфиков, статей и докуме…
LedgerMind 3.0 3.3.2: How We Turned "It Works" into "It Works Brilliantly"
Spoiler: 497 commits, three sleepless nights with SQLite, and one very stubborn race condition that refused to die. Reading time: ~12 minutes · For: A…
[Перевод] Подробный технический разбор реализации Autoresearch, ИИ-исследователя Андрея Карпаты
Это несколько текстов, основной из которых — Autoresearch: Минимальный «агентский цикл» Карпаты для автономного экспериментирования с LLM . Пытаемся п…
Python Standard Library для спортивного программирования
Стандартная библиотека Python содержит множество инструментов, которые значительно упрощают решение задач спортивного программирования, но многие из н…
Apache Superset 2026. Как работает Drill Down и Drill By
Работая с аналитикой, мы часто сталкиваемся с одной и той же проблемой: данные есть, но исследовать их неудобно. Представим типичную ситуацию. Есть та…
Знакомьтесь, Барри Уорсо (цикл заметок о выдающихся питонистах)
Влюбился в Python в 1994-м, придумал PEP как систему управления изменениями в языке, спрятал пасхалку import this в стандартную библиотеку и годами пр…
Build a Multi-Modal AI Agent with GPU-Bridge (LLMs + Image + Audio)
Build a Multi-Modal AI Agent with GPU-Bridge (LLMs + Image + Audio) Multi-modal AI agents that can see, hear, speak, and reason are one of the most ex…
NebulaPicker: A Self-Hosted App to Easily Generate Filtered RSS Feeds
RSS is still one of the best ways to follow websites without relying on algorithms or centralized platforms. But if you follow many feeds, the signal-…
x402: The Payment Protocol That Lets AI Agents Buy Compute
x402: The Payment Protocol That Lets AI Agents Buy Compute The agentic AI revolution is here — but there's a problem nobody's talking about: AI agents…
The Cloud Resume Challenge: CI/CD, Python, and Surviving a Security Scare
Introduction Theoretical knowledge is foundational, but engineering competency is built through implementation. I realized that understanding the theo…
How to Add Browser Capabilities to a LangChain Agent
How to Add Browser Capabilities to a LangChain Agent LangChain agents can reason, plan, and call tools. What they can't do out of the box is see a web…
Runtime Guardrails for AI Agents - Steer, Don't Block
Most agent guardrails do one thing: block. The agent hits a rule, the workflow stops, and the user has to intervene. Agent Control adds a second optio…
How I Turned a Bespoke Code Reviewer Into a Skill Any Project Can Use
The review layer in Code Genie works. The problem is it's hardwired — the criteria, the persona, the output format are all written specifically for th…
I Built a PDF Toolkit With 50+ Tools Using Open-Source Software - Here's How
About two years ago I posted PDFEquips on Hacker News and it hit the front page. The comments were fascinating - most of the discussion wasn't about t…
Selenium Proxy for Browser Automation
Proxies are dedicated servers that can be used to bypass restricted content or block IP addresses between a user and a website. When using a Selenium …
Python Baseball Sim Update: Adding Pitcher Logic and JSON Data Support
https://gist.github.com/833dc3940ebaa3a7350de4ce60d17cb0.git team file: https://gist.github.com/0a03688247365ffa388011cd8008d74a.git Hi everyone, I'm …
Deploying a FastAPI App to Render: Taking Your API Live
From Local to Live Running an API on localhost is great for development. But a real backend needs to be accessible to the world. Today I deployed my F…
How I built a PII anonymization gateway for LLMs (and why every EMEA developer needs one)
The problem nobody talks about in EMEA AI development Every tutorial about building LLM-powered apps assumes the same thing: you can freely send your …
Python Baseball Sim Update: Adding Pitcher Logic and JSON Data Support
https://gist.github.com/833dc3940ebaa3a7350de4ce60d17cb0.git team file: https://gist.github.com/0a03688247365ffa388011cd8008d74a.git Body: Hi everyone…
How to Test AI Agent Tool Calls with Pytest
Your AI agent calls the right tool in development. Then it picks the wrong one in production, sends a Slack message instead of querying your database,…
How I Automated Python Documentation Using AST Parsing and Multi-Provider LLMs
We've all been there. You just spent three intense days crafting a highly optimized, beautifully architected new feature. The code is elegant. The tes…