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Embeddings: 30 Scenario-Based Interview Questions & Solutions (Part 1 of 3)
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 4d ago
Embeddings: 30 Scenario-Based Interview Questions & Solutions (Part 1 of 3)
AI Engineer Interview Preparation Continue reading on Medium »
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 5d ago
Qdrant ile RAG: Sıfırdan Gerçek Bir Rag Sistemi Kurmak
PDF chunking’den embedding’e, vektör aramadan agent’lı bir sohbet botuna — uçtan uca bir RAG sistemi. Continue reading on Medium »
Your LLM Demo Works. Now Who Pays the GPU Bill?
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 5d ago
Your LLM Demo Works. Now Who Pays the GPU Bill?
The hidden engineering problem behind every AI product: latency, throughput, memory, and cost. Continue reading on Medium »
DiffusionGemma: Google’s Fast New Text Model That Writes in Chunks, Not One Word at a Time
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 6d ago
DiffusionGemma: Google’s Fast New Text Model That Writes in Chunks, Not One Word at a Time
DiffusionGemma is Google’s experimental open model for text generation that tries a very different idea: instead of writing one token at a… Continue reading on
LangGraph persistence with Oracle AI Database
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
LangGraph persistence with Oracle AI Database
Durable LangGraph workflows with Oracle AI Database Continue reading on Oracle Developers »
Building KAHİN: Designing a Multi-Market Trading Intelligence Engine Powered by LLM Sentiment and…
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
Building KAHİN: Designing a Multi-Market Trading Intelligence Engine Powered by LLM Sentiment and…
 Source Code / GitHub Repository: berkaymhc/kahin Continue reading on Medium »
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
Why I Built Circuit-Breakers for LLM APIs: Lessons from Veridian Guard
If you’ve built anything serious with LLM APIs, you already know the problem. Your agent is running fine — then suddenly a timeout. Or a… Continue reading on Me
Build an AI ChatGPT Clone Using Flask and OpenAI API
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
Build an AI ChatGPT Clone Using Flask and OpenAI API
Introduction Continue reading on Python in Plain English »
Interactive LangGraph UIs with MCP Apps: Serving Inline Cards for Human-in-the-Loop Agents
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
Interactive LangGraph UIs with MCP Apps: Serving Inline Cards for Human-in-the-Loop Agents
A Python-first demo with charts, review buttons, and persistent agent state, rendered inline by Claude Desktop or any MCP-compatible host. Continue reading on M
Stop Building Yet Another Chatbot: Build a Complete AI Document Intelligence Platform Instead
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
Stop Building Yet Another Chatbot: Build a Complete AI Document Intelligence Platform Instead
The AI industry is flooded with tutorials that teach you how to connect an LLM to a vector database and call it a RAG application. Continue reading on Medium »
Sparse Content Augmentation for prompts with rerank model assist. BGE/Jina AI/Cohere rerankers.
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
Sparse Content Augmentation for prompts with rerank model assist. BGE/Jina AI/Cohere rerankers.
Using Semantic search to reduce prompt payload. Continue reading on Medium »
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1w ago
How to Install NotebookLM into Claude — And What You Can Do With It
Give Claude full programmatic access to Google’s NotebookLM, including features the web UI doesn’t even expose. Continue reading on Medium »
RAG From Scratch: Ultimate Guide using langchain-ai/rag-from-scratch Repository
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 2w ago
RAG From Scratch: Ultimate Guide using langchain-ai/rag-from-scratch Repository
Large Language Models (LLMs) are revolutionary, but they suffer from two major flaws: Knowledge Cutoff and Hallucinations. They cannot… Continue reading on Medi
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 2w ago
Stop Using BeautifulSoup for LLM Apps: Do This Instead
How to extract structured data for agents without breaking your code every time a div class changes. Continue reading on Medium »
Weight Sharing Explained: Shrinking LLMs at the Attention Level
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 2w ago
Weight Sharing Explained: Shrinking LLMs at the Attention Level
We have compressed models by reducing their bit-precision (Quantization), transferred knowledge from massive models to small ones… Continue reading on Medium »
Local-first: a Model on Your Own Machine, Zero Cloud
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 2w ago
Local-first: a Model on Your Own Machine, Zero Cloud
This is the concrete, runnable walkthrough for Post 1 of the Portway series. The goal: stand up a single model behind an OpenAI-compatible… Continue reading on
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 2w ago
I Built an AI File Organizer in Python
Instead of sorting files with rigid rules, I used semantic similarity to help my computer understand what a filename means. Continue reading on Medium »
Building SiteSearch AI: A Fullstack RAG Application using Next.js, NestJS, Python, Gemini & Supabase
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 2w ago
Building SiteSearch AI: A Fullstack RAG Application using Next.js, NestJS, Python, Gemini & Supabase
AI-powered website intelligence platform that turns webpages into searchable RAG context for SEO, summaries, FAQs & marketing content. Continue reading on Mediu
What Actually Goes Into a Production RAG System
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 3w ago
What Actually Goes Into a Production RAG System
The things tutorials skip and real users expose. Continue reading on Towards AI »
Medium · Python 🧠 Large Language Models ⚡ AI Lesson 3w ago
Python semantic keyword heterogeneous graph TF-IDF, GCN-GAE graph convolutional autoencoder, PCA…
Full text link: https://tecdat.cn/?p=44880 Original source: Tuoduan Data Tribe Public Account About the analyst Continue reading on Medium »