14 posts found
Simple Python Script to Test Multiple Models & Check Responses for Keywords
A guide to building an answer engine optimization monitoring tool in Python, using OpenRouter to query multiple models and PostHog for analytics.
Add AI Chat To Any Website, Powered By Pinecone Assistants
Add AI Chat To Any Website, Powered By Pinecone Assistants
A guide to building offline AI apps and dealing with CORS
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...
Building A Text to Cypher Agent Without A Single Line Of Code
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...
Automating Server Moderation with Python
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...
Self-hosted Markdown Generator in Python
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...
Generating Cypher Queries From Text Using Python & Hugging Face
Knowledge graphs, also known as semantic networks, are a specialized application of graph databases used to store information about entities (person, location, organization, etc) and their...
Extracting Object Data from Unstructured Text
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,...
Retrieving Data from Markdown Files using Ollama on MacOS
There are plenty of online AI services like ChatGPT that make it easy to chat with your documents, using Retrieval Augmented Generation (RAG) to improve the LLM response. But these all require sending...
Fine-Tuning a Vision Model for Picture Perfect Results
AI image generation has been around for a while now and become fairly accessible. You can ask ChatGPT or MidJourney to draw anything you can imagine, and they can create some pretty impressive...
Retrieval Augmented Generation with Pinecone Assistants
LLMs can be a huge productivity boost for work, but the output is only as good as the input. To get the best results, you often have to provide extra reference data to go with the query. This is know...
Local and Offline Image Processing Made Easy With Ollama
Generative AI for image-to-text has been out for a while now, so we’ve all seen how well it can extract text compared to traditional OCR (optical character recognition). Sure, it can hallucinate, but...
Secure, Self-Hosted AI with Offline Access, Using Ollama
In just the last year or so, nearly every app and web service has integrated some form of AI into their product. Even many development platforms like FileMaker now include LLMs for building custom...
ChatGPT Clone In Google Sheets
AI can be a huge productivity boost, but it can also become a new bottleneck if it doesn't have existing access to your data. Bouncing back and forth between tabs and pasting sheets data into ChatGPT...
