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Artificial Intelligence Series

5 posts in this series

From Prompt to Production: Vibe Coding Local AI Apps with Claude + Ollama

From Prompt to Production: Vibe Coding Local AI Apps with Claude + Ollama

A guide to building offline AI apps and dealing with CORS

Jun 30, 2025 5 min read

In this guide, I’ll show you how you can build and run your own AI-powered apps that work completely offline, and do it without writing a single line of code. I’ll be using my favorite vibe-coding...

ollama Llama3 multimodalai llm AI macOS claudeai anthropic Open_Source vibe_coding
Knowledge Graph Generator with Claude Desktop and Neo4j MCP

Knowledge Graph Generator with Claude Desktop and Neo4j MCP

Building A Text to Cypher Agent Without A Single Line Of Code

Jun 09, 2025 5 min read

Knowledge graphs are more than just interesting data visualizations. They’re also extremely effective as a data source for RAG (Retrieval-Augmented Generation), and can significantly improve LLM...

Neo4j knowledge_graph claudeai anthropic mcp_server RAG_ llm named_entity_recognition AI
Building an AI-Powered Discord Bot with Railway and Pinecone

Building an AI-Powered Discord Bot with Railway and Pinecone

Automating Server Moderation with Python

Jun 01, 2025 5 min read

Discord may be known for gaming, but it’s also widely used as a community and support forum for tech companies. Regardless of the use though, pretty much ever server has to deal with spam and scammers...

Python discord Pinecone AI_Assistants_ GitHub railway llm bot
Ollama & FastAPI for Local Markdown Automations

Ollama & FastAPI for Local Markdown Automations

Self-hosted Markdown Generator in Python

May 11, 2025 5 min read

Markdown is a great format for storing text files that need to be compatible with multiple systems. And LLMs excel at generating Markdown. If you regularly copy/paste responses from ChatGPT to a text...

Python Python_3 ollama LLaMa chatgpt markdown llm FastAPI self-hosted
Named Entity Recognition with BERT and Hugging Face 🤗

Named Entity Recognition with BERT and Hugging Face 🤗

Extracting Object Data from Unstructured Text

Mar 17, 2025 5 min read

What is NER (Named Entity Recognition)? Named Entity Recognition is a technique in Natural Language Processing (NLP), which involves identifying and classifying entities—such as names of people,...

NER BERT nlp nlp_transformers llm knowledge_graph named_entity_recognition unstructured_data huggingface

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