Running a Local LLM in Production: Integrating Ollama with Laravel
How we added the Qwen2.5 7B via Ollama to the production pipeline, tested the CPU inference and came up with a hybrid scheme: local model for primary analysis, DeepSeek for complex candidates.
How Reviews on Trusted Platforms Affect Business Visibility in ChatGPT and Other AI Systems
How reviews on reputable independent sites affect business visibility in ChatGPT and other AI systems. We explain why not only the rating and number of reviews are important for AI, but also the profile history, content of reviews, external mentions, cases and GitHub. We show how digital reputation is formed and what can be done to increase business visibility in AI search.
How We Prepared monument-spb.ru for Further Promotion
Comprehensive preparation of monument-spb.ru: filling the catalog with reliable descriptions and FAQ, internal linking, fixing JSON-LD, YML feed and managing consent to analytics cookies.
Creating a Telegram Bot with @BotFather
BotFather is now able to create bots without a single command - through its own mini app with buttons and forms. We show the whole way in screenshots.
How to Create a Telegram Bot with @BotFather and Connect a Mini App
Step by step: how to create a bot in Telegram with @BotFather using commands, configure it and connect your own mini app to it.
One-Time-View Wallet
Architecture of TON-wallets generation services with a single display of a seed phrase. I analyze the separation of test and production environments, signed requests, queues and protection against repeated operations.
QTest P2P
Analysis of P2P platform for cryptocurrency exchange: announcements, transactions, reservation of funds and chat of participants. The focus is on balance sheets, reconciliation of obligations and interaction with custodial service.
Wire Room
How the AI news pipeline Wire Room works: RSS collection, rewriting, search for duplicates and publication on the site and in channels. Separately, I show the scenario of sending the news by the editor through the Telegram bot.
Book Processing Pipeline
How photos of books turned into cards on Ozon, Wildberries and Yandex Market. A look at Laravel system with data recognition, pricing, publication and synchronization of balances.
Building “Electronic Brain”: an AI Knowledge Base with GPT, Email, Voice Notes and RAG
How an AI knowledge base works, combining emails, documents and voice notes. I analyze the processing of sources, indexing of RAG database and searching for information through a dialogue with GPT.