Category/Tag: Tutorials
Implementing Qwen3-TTS in My PDF-to-Audiobook Pipeline (Qwen3-TTS, Part 1)
- By Bruce Nielson
- ML & AI Specialist
What if you could turn any PDF into an audiobook and fine-tune the narrator's voice with nothing but a plain English instruction? Alibaba just open-sourced Qwen3-TTS, and it's worth paying attention to — nine built-in speakers, natural language style control, and weights you can run on a laptop GPU. But does it actually sound good enough to listen to for hours? The answer might surprise you.
Adventures in LangChain's "Quick Start Tutorial" (Using Ollama)
- By Bruce Nielson
- ML & AI Specialist
LangChain is a great framework for turning chatbots into functional tools. Today, we'll be having a look at LangChain's own Quick Start Tutorial and how we were able to get it to work with Ollama for a free.
Building a Local DeepSeek R1 Chatbot with Chainlit
- By Bruce Nielson
- ML & AI Specialist
In our last tutorial, we showed how to build a locally-ran Deepseek R1 chatbot using Streamlit. Today, we'll be trying a different Python package called Chainlit; a conversational AI application framework that provides an elegant, real-time chat interface out of the box.
Building a Local DeepSeek R1 Chatbot with Streamlit and Ollama
- By Bruce Nielson
- ML & AI Specialist
While DeepSeek R1 is no longer at the forefront of the news, it still continues to be a strong contender among LLMs and can be especially easy to use with locally ran AI chatbots. In today's AI tutorial by Bruce Nielson, we'll be showcasing how to build a simple and transparent local chatbot using DeepSeek and Ollama.
How DSPy Optimizes Prompts
- By Bruce Nielson
- ML & AI Specialist
Merry Christmas from the Mindfire Team! As an early present, here is another free article from Bruce Nielson on DSPy, a powerful tool that turns Large Language Models into structured, type-safe Python functions. Today's article will discuss how you can optimize your DSPy results using MIPROv2.
How DSPy Builds Prompts
- By Bruce Nielson
- ML & AI Specialist
DSPy is an incredible tool that can be used to prompt LLMs with Python code. But how does it actually work? In today's quick AI tutorial, Bruce Nielson will break down how DSPy builds its unique prompts so you can better use it to improve your AI workloads.
DSPy: A Powerful (But Sometimes Dangerous) Prompting Tool
- By Bruce Nielson
- ML & AI Specialist
Previously, we showcased DSPy and how it could be used to prompt LLMs like Python code. Today, we'll be showcasing another example to help you really get the hang of how DSPy can benefit your workloads.
DSPy: Prompt your LLM Like It's Code
- By Bruce Nielson
- ML & AI Specialist
Ever wonder if you could communicate with an LLM using code rather than prompts? Thanks to DSPy, an open-source Python framework, you can do just that. This tutorial by Bruce Nielson will walk you through how it works and how to use it.
AI Tutorial: Build a Free Gemini AI Chat Agent with n8n
- By Bruce Nielson
- ML & AI Specialist
Want to experiment with Gemini-based AI chatbots? In today's AI tutorial by Bruce Nielson, he'll be walking us through how to build a Gemini AI chatbot FOR FREE using n8n.
AI Tutorial: Installing n8n Self Hosted Community Edition
- By Bruce Nielson
- ML & AI Specialist
In today's AI Article by Bruce Nielson, we'll be covering how to install n8n Community Edition on Windows, a foundation for building cost-effective AI workflows.
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