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Articles 142,797Blog Posts 144,913Tech Tutorials 37,121Research Papers 27,410News 19,704
⚡ AI Lessons
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
1d ago
Building FinDocIQ: How I Built an End-to-End Financial RAG Assistant with Qwen2.5,
A deep dive into parsing SEC 10-Q reports, fine-tuning LLMs with LoRA, and containerizing a production-ready RAG pipeline. Continue reading on Medium »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
3d ago
Why AI Responses Get Worse in Long Chats (And How AI Engineers Avoid It)
Your AI isn’t getting worse. It’s running into an engineering trade-off almost nobody thinks about. Continue reading on Towards AI »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
4d ago
How I built a free deepfake detector that works directly from social media URLs
I built [KweliAI](https://kweliai.com) — a free tool that checks whether images and videos on social media are real, AI-generated, or… Continue reading on Mediu
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
1w ago
LLM Series Chapter 02: Evolution of NLP - From Rule-Based Systems to Large Language Models
Natural Language Processing (NLP) has evolved over several decades, driven by one fundamental objective, enabling computers to understand… Continue reading on M
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
1w ago
Swapping the LLM Without Touching the Agents to AWS Bedrock
Part 3 of a series. Part 2 covered deploying a stateful LangGraph pipeline to AWS — ECS Fargate, Terraform, the HITL state problem, and… Continue reading on Med
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
1w ago
The Day We Made Google’s TPU Explode (Metaphorically) With Quantum Chaos
Hey guys! So, if you’ve been following my tech rants for a while, you probably remember that post where I confidently claimed that quantum… Continue reading on
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
1w ago
21 Days of LLMs, Day 4: Temperature, Top-P, and the Parameters You’re Ignoring
Most developers copy temperature=0.7 from a tutorial and never touch it again. That’s not engineering. That’s guessing. Continue reading on Medium »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
2w ago
Build, Observe, Fix: A LangChain Agent Walkthrough
Last week my morning news agent lied to me. Continue reading on Medium »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
2w ago
Getting Started with Microsoft Foundry Local: Running AI Models Without the Cloud
My journey of setting up Microsoft Foundry Local, running my first local AI model, and starting a fully local RAG assistant. Continue reading on Medium »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
2w ago
Creating Token Embeddings in PyTorch: The First Trainable Layer of a GPT Model
Token IDs are just labels. The embedding layer transforms those labels into dense vectors that the transformer can actually learn from. Continue reading on Medi
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
2w ago
I Added Observability to My AI PR Agent and It Was Silently Failing the Whole Time
Recon auto-generates PR descriptions using Groq’s Llama 3.3 and updates a Cognee knowledge graph based on how much developers rewrite them… Continue reading on
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
2w ago
How to Fine-Tune an LLM
Fine-tuning is powerful — but it is not always the right answer Continue reading on Medium »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
2w ago
Building a Custom GPT / Chatbot for Your Own Use Case
“Build a chatbot” means different things depending on what you actually need. Continue reading on Medium »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
3w ago
Four Python Libraries That Killed Most of My LLM Boilerplate in 2026
Sometime last spring I opened a file in one of our services called llm_client.py Continue reading on Python in Plain English »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
3w ago
The 30,000 LKR AI Setup: Running Ornith 9B and VS Code Locally
How to Install and Run the Ornith 9B Local LLM on an Older Laptop Continue reading on Medium »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
3w ago
LangChain Prompts in Depth: Templates, Few-Shot Examples, and Versioning That Survives Production
A practitioner’s guide to PromptTemplate, few-shot prompting, and treating prompts like versioned code in LangChain 1.0 Continue reading on Medium »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
3w ago
Getting Started with Docling!
Tentative Continue reading on Medium »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
3w ago
The Government Just Put a Lock on GPT-5.6. This Changes Everything.
OpenAI dropped its most powerful model on June 26. You can’t use it. Here’s what that actually means for developers and the future of AI… Continue reading on Ar
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
3w ago
LangChain Messages: The Data Structure Your Entire Agent Runs On
Every conversation your LLM app has is just a list of these objects, and most tutorials skip how they work Continue reading on Medium »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
3w ago
I Built a Free AI-Powered Travel Scrapbook App with Python — No Paid APIs, No Subscriptions
How I turned my holiday photos into a vintage-style magazine memoir using Streamlit, Groq’s free LLM tier, and a lot of CSS craft. Continue reading on Medium »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
3w ago
Research shows Claude Has a Hidden Reasoning Room Where It Thinks Before It Speaks.
Why That Should Change How You Build. Continue reading on Medium »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
3w ago
Proceedings of the First (and Last) Intent-Inference Conference
OR: I Asked Three AIs to Build One Thing, and They Held a Conference to Explain Why a Human Should Do It Instead Continue reading on Medium »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
3w ago
TDD Doesn’t Work on LLM Code. Here’s What Does.
Benchmark-Driven Development: red is a fraction, green is a probability bar, and “cannot reproduce” stops being a resolution. Continue reading on Medium »
Medium · Python
🧠 Large Language Models
⚡ AI Lesson
3w ago
I Built RAG for 10 Million Documents. Here’s What Actually Stops Hallucination
What actually changes when you go from a 10K-document demo to a production system handling ten million, and why most RAG tutorials quietly… Continue reading on
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