#llm Development Tutorials & Tips | Roast Dev

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Building Your Own RAG System: Enhancing Claude with Your Documentation

If you're enjoying this article and have a Medium subscription, I'd greatly appreciate if you'd open and read it there — your support helps me continue creating quality content like this!In the prev...

26.03.2025 0 Read More

Building your own code assistant! How long does it take?

I made my coding assistant based on the article “Build Your Own AI Coding Assistant in JupyterLab with Ollama and Hugging Face”. Here is my experience. Courtesy to Parul Pandey Introductio...

26.03.2025 0 Read More

Building an AI Agent Powered Elderly Care System: A Developer's Journey

Introduction As developers, we're always looking for meaningful projects that not only challenge our skills but also make a real difference. Imagine creating a system that helps elderly indiv...

26.03.2025 0 Read More

AstrBot: Revolutionizing Chatbot Development with Ease and Flexibility

Quick Summary: 📝 AstrBot is a versatile chatbot framework that simplifies the creation of multi-platform conversational AI applications. It supports integration with various LLMs and messa...

26.03.2025 0 Read More

alt mnemonic: LLM = LikeLihood Machine ?

I like this backronym; It reminds me what's behind the curtain.What do you think?...

26.03.2025 0 Read More

The Building Blocks of an AI Coding Assistant

In my latest newsletter, I ranted about how most developers approach AI coding assistants wrong. We're treating these tools like magic boxes instead of understanding their components. Today, I’ll di...

26.03.2025 0 Read More

Context Without Complexity: LangChain’s In-Memory Superpower

Context, Lost and Found Picture this: you've just built a slick little chatbot. You greet it, it greets back. You ask a follow-up—and it acts like it’s never met you. You double-check you...

26.03.2025 0 Read More

MongoDB Vector Search Index, With Local Atlas and Ollama

For this demo, I'm using the Eurovision songs available at Kaggle, which contain lyrics in their original language, and translated into English Sample data I downloaded and uncompressed the fi...

26.03.2025 0 Read More

Tired of Juggling AI Tabs? I Built AIHubMatrix, a Universal Interface for LLMs 🤖

Hey dev community! 👋Like many of you, I've been diving deep into the world of Large Language Models (LLMs). It's an incredibly exciting space, but let's be honest – managing interactions across d...

26.03.2025 0 Read More

Handling rate limits of OpenAI models in Java using Guava, JTokkit

Handling rate limited APIs optimally is important for faster execution of parallel requests. OpenAI imposes two kinds of limits: Request rate limit: This is a limit on the number of requests that can...

27.03.2025 0 Read More

Building Your Own RAG System: Enhancing Claude with Your Documentation

Building your own code assistant! How long does it take?

Building an AI Agent Powered Elderly Care System: A Developer's Journey

AstrBot: Revolutionizing Chatbot Development with Ease and Flexibility

alt mnemonic: LLM = LikeLihood Machine ?

The Building Blocks of an AI Coding Assistant

Context Without Complexity: LangChain’s In-Memory Superpower

MongoDB Vector Search Index, With Local Atlas and Ollama

Tired of Juggling AI Tabs? I Built AIHubMatrix, a Universal Interface for LLMs 🤖

Handling rate limits of OpenAI models in Java using Guava, JTokkit

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