Launching AI Workflows in E2B Sandboxes: A Beginner's Guide
Updated: Jan 19 2025
A hands-on guide to setting up E2B sandboxes, integrating DeepSeek AI, and running Python-focused AI-powered workflows for data processing and visualization.
Evaluating Fireworks Inlining: Strengths and Limitations in Parsing PDFs and Images
Updated: Jan 1 2025
An evaluation of Fireworks' document inlining functionality, focusing on its ability to process PDFs, images, and structured data formats. Insights cover use cases, strengths, and improvement areas.
Personal Thoughts on LLMs: Year 2024 in Review
Updated: Dec 31 2024
Reflections on the potential, challenges, and future of Large Language Models, with a focus on their implications in software engineering.
Building Python Scripts: DALL-E 3 Image Generation and GPT-4o OCR with OpenAI
Updated: Dec 26 2024
Discover two simple Python scripts that use OpenAI's DALL-E 3 and GPT-4o to generate images and extract text with OCR, providing an easy way to evaluate text accuracy in AI-generated content.
Evaluating Text Precision in AI-Generated Images: A Comparison of DALL-E 3 and Mistral
Updated: Dec 25 2024
This post evaluates the ability of DALL-E 3 and Mistral to generate images containing precise text, words, and formatting exactly as given in the prompts, with OCR used for verification via GPT-4o.
Ever Wanted to Convert Your Documents to Markdown? Evaluating MarkItDown with Practical Cases
Updated: Dec 21 2024
Explore how MarkItDown, an open-source tool by Microsoft, excels in converting PDFs, Excel sheets, and images to Markdown through real-world examples.
Can AI Tools Generate Symbolic Images from Abstract Concepts?
Updated: Dec 19 2024
A comparison of different AI-powered image generation tools showcasing their ability to represent a symbolic concept.
Open Interpreter for System Administration: Simplify and Automate
Updated: Dec 14 2024
Set up Open Interpreter to streamline system administration tasks with AI-driven natural language commands.
AI-Powered Coding Made Simple: Installation and Practical Use Cases of Continue in VS Code with Codestral
Updated: Nov 30 2024
Learn how to set up Continue in VS Code with Codestral and explore practical use cases that demonstrate the power of AI-driven coding assistance.
Interact with Your Terminal in Natural Language: A Simple Demo for Installing and Using Warp Terminal Tool
Updated: Nov 24 2024
A straightforward guide to installing Warp Terminal, exploring its features, and interacting effortlessly with your terminal using natural language.
A Step-by-Step Tutorial for Installing and Using aider AI-powered coding tool
Updated: Nov 16 2024
A detailed step-by-step guide to installing and using the aider AI-powered coding assistant tool for practical use cases.
Blog Tagging Automation with LLMWare SLIM models
Updated: Nov 15 2024
A post on using LLMWare and the slim-tags-3b-tool model for automated blog post tagging.
Achieving Fully Automated Blog Creation with Camel Agents and Mistral AI
Updated: Oct 29 2024
A practical exploration of how Camel AI agents utilize tools with Mistral AI to generate and publish blog posts from research papers retrieved from OneNote and committed to a GitHub repository.
Comparing Mistral LLM Models: Which One Excels in RAG Systems?
Updated: Oct 13 2024
A comparative study of Retrieval-Augmented Generation (RAG) systems using various Mistral AI models, with scoring conducted by a Mistral large model.
Parent Document Retriever in Action: Setting Up RAG with Mistral LLM and LangChain
Updated: Oct 12 2024
A practical demonstration of setting up a Retrieval-Augmented Generation (RAG) system using a Parent Document Retriever with the LangChain framework and Mistral LLM.
A Layered Learning Stack for AI/ML with a Focus on LLMs
Updated: Oct 11 2024
Explore a layered stack of learning areas for mastering AI/ML, where each layer builds on the foundations below, guiding you to effectively work with LLMs.
CAMEL AI Blog Translator Agent with Mistral LLM
Updated: Oct 09 2024
A post on using CAMEL AI Agents with Mistral LLM for a practical blog translation use case.
Code workflow with Mistral AI Agents
Updated: Oct 02 2024
Example of Python code generation using Mistral AI Agents
Conversation with Mistral AI Agent
Updated: Oct 02 2024
An example of a conversation utilizing a Mistral AI Agent
RAG Resources
Updated: Oct 02 2024
A personal selection of resources on RAG principles and techniques.
LLM API Providers
Updated: Oct 01 2024
LLM API providers I use for personal projects and research.
The Productivity Tools
Updated: Oct 01 2024
A collection of LLM-powered tools that enhance productivity.
The Concepts
Updated: Sep 29 2024
Let's first define some key concepts.
A Blog on AI Concepts, LLMs, and Exploring AI Applications
