#genai Development Tutorials & Tips | Roast Dev

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The Mistakes I Made While Using Open-Source LLMs — and What I Wish I Knew Earlier

I'm almost embarrassed to admit this, but for the longest time, I was using open-source LLMs completely wrong. It wasn’t until I started working on projects and diving into real-world deployments th...

27.04.2025 0 Read More

All Data and AI Weekly #187 - April 28, 2025

All Data and AI Weekly ( AI, Data, NiFi, Iceberg, Polaris, Streamlit, Flink, Kafka, Python, Java, SQL, Unstructured Data ) #187 - April 28, 2025 https://bsky.app/profile/paa...

28.04.2025 0 Read More

Introducing Model Context Protocol (MCP) Server for Couchbase

The cornerstone of autonomous AI Agentic systems and GenAI applications is an “Augmented LLM”, which is defined as an LLM enhanced with augmentations from various data sources and knowledge bases....

30.04.2025 0 Read More

Creating custom model from LLMs — Experimenting with plexe-ai

Plexe AI has released a library plexe, can be used with Python to create own custom ML models with the help of LLMs. Just in natural language, provided the requirements and context, this library makes...

29.04.2025 0 Read More

Improve Your Python Search Relevancy with Astra DB Hybrid Search

Astra DB now supports hybrid search, which can increase the accuracy of your search by up to 45%. It does this by performing both vector search and BM25 keyword search and then reranking the results f...

29.04.2025 0 Read More

Qwen 3: Alibaba's Leap Forward in Open-Source AI

Alibaba's Qwen team has unveiled Qwen 3, the latest iteration of their large language model series, released on April 29, 2025. This open-source suite, licensed under Apache 2.0, marks a significant a...

30.04.2025 0 Read More

Generative AI: How It’s Changing the World Around Us

Imagine if your computer or phone could write stories, draw pictures, make music, or write code — all on its own. That’s the magic of Generative AI (Gen AI). It’s a type of artificial intelligen...

01.05.2025 0 Read More

How do GANs balance generator and discriminator training?

Generative Adversarial Networks (GANs) consist of two neural networks: the generator and the discriminator. These two components work together in a unique adversarial setup, where the generator aims t...

01.05.2025 0 Read More

Why Gen-AI Skills are Essential for Full Stack Developers in 2025

In today’s rapidly evolving tech ecosystem, staying relevant means staying ahead. One of the most transformative shifts happening in 2025 is the convergence of Full Stack Web Development with Genera...

02.05.2025 0 Read More

I Built an Open-Source Framework to Make LLM Data Extraction Dead Simple

After getting tired of writing endless boilerplate to extract structured data from documents with LLMs, I built ContextGem - a free, open-source framework that makes this radically easier. Wha...