Important Github Repos

Build a Large Language Model From Scratch: A Step-by-Step Guide to Understanding and Creating LLMs

by
Build a Large Language Model From Scratch: A Step-by-Step Guide to Understanding and Creating LLMs

In recent years, Large Language Models (LLMs) have revolutionized the world of Artificial Intelligence (AI). From ChatGPT and Claude to Llama and Mistral, these models power the conversational systems, copilots, and generative tools that dominate today’s AI landscape. However, for most developers and learners, the inner workings of these systems remain a mystery until now. … Read more

DeepEval: The Ultimate LLM Evaluation Framework for AI Developers

by
DeepEval: The Ultimate LLM Evaluation Framework for AI Developers

In today’s AI-driven world, large language models (LLMs) have become central to modern applications from chatbots to intelligent AI agents. However, ensuring the accuracy, reliability and safety of these models is a significant challenge. Even small errors, biases or hallucinations can result in misleading information, frustrated users or business setbacks. This is where DeepEval, an … Read more

Paper2Agent: Revolutionizing Research Papers into Powerful Interactive AI Agents

by
Paper2Agent: Revolutionizing Research Papers into Powerful Interactive AI Agents

In the fast-paced world of artificial intelligence and computational research, one persistent challenge remains: reproducing results from complex academic papers. Researchers often spend hours understanding codebases, setting up environments and running scripts sometimes with limited success. Paper2Agent offers a groundbreaking solution. It is a multi-agent AI system that automatically transforms research papers into interactive AI … Read more

Cognee: Powerful Memory for AI Agents in Just 6 Lines of Code

by
Cognee: Powerful Memory for AI Agents in Just 6 Lines of Code

Artificial Intelligence is evolving rapidly, but one of the biggest challenges for developers is building agents that remember, reason and adapt. Traditional RAG (Retrieval-Augmented Generation) systems often fall short when handling context, scalability and precision. That’s where Cognee comes in. It is an open-source framework designed to provide AI agents with memory using a unique … Read more

Docling: Simplifying Document Parsing and AI-Ready Data Processing

by
Docling: Simplifying Document Parsing and AI-Ready Data Processing

In today’s AI-driven world, data is only as powerful as its accessibility and structure. Whether it’s research papers, financial reports, contracts, or scanned PDFs, unstructured documents are often the biggest barrier between raw data and actionable insights. That’s where Docling- an open-source project under the LF AI & Data Foundation, is making a transformative impact. … Read more

Powerful Microsoft Agent Framework: Build, Orchestrate and Deploy AI Agents with Python and .NET

by
Powerful Microsoft Agent Framework: Build, Orchestrate and Deploy AI Agents with Python and .NET

Artificial Intelligence has rapidly moved beyond simple chatbots to complex multi-agent systems that can collaborate, reason and solve real-world problems. To enable developers and enterprises to harness the full potential of AI agents, Microsoft has introduced the Agent Framework – a comprehensive, open-source toolkit designed for building, orchestrating and deploying AI-powered agents and workflows. In … Read more

500 + AI, Machine Learning, Deep Learning, Computer Vision and NLP Projects with Code

by
500 + AI, Machine Learning, Deep Learning, Computer Vision and NLP Projects with Code

Artificial Intelligence is revolutionizing every industry from healthcare to finance, from e-commerce to self-driving cars. For learners and professionals alike, hands-on projects are the fastest way to build skills, master concepts and showcase expertise. That’s where the massive open-source repository “500+ project repository containing AI, Machine Learning, Deep Learning, Computer Vision, and NLP Projects with … Read more

SkyPilot: Simplifying AI Workload Management Across Any Infrastructure

by
SkyPilot: Simplifying AI Workload Management Across Any Infrastructure

As artificial intelligence continues to reshape industries, managing and scaling AI workloads has become increasingly complex. Enterprises and research teams often struggle to balance cost, performance and scalability across different infrastructures like Kubernetes, cloud platforms and on-premises clusters. SkyPilot solves this challenge by offering a unified, infrastructure-agnostic system that simplifies workload orchestration and optimizes resource … Read more

Motia: The Unified Backend Framework That Eliminates Runtime Fragmentation

by
Motia: The Unified Backend Framework That Eliminates Runtime Fragmentation

In today’s software landscape, backend complexity has become one of the biggest bottlenecks for developers. APIs often live in one framework, background jobs in another, queue management in a third and AI agents in yet another isolated environment. This fragmentation slows down development, creates integration headaches and makes monitoring and scaling a nightmare. Motia is … Read more

MLOps-Basics: A Step-by-Step Guide to Mastering Machine Learning Operations

by
MLOps-Basics: A Step-by-Step Guide to Mastering Machine Learning Operations

Building a machine learning (ML) model is just the beginning of the journey. The real challenge lies in taking that model to production, maintaining it over time and ensuring it continues to perform reliably in real-world scenarios. This is where MLOps comes into play. To help beginners and practitioners navigate this complex process, the open-source … Read more

LLaMA-Factory: Simplifying Fine-Tuning for 100+ Large Language and Vision Models

by
LLaMA-Factory: Simplifying Fine-Tuning for 100+ Large Language and Vision Models

Artificial Intelligence (AI) is advancing at an incredible pace, with large language models (LLMs) and vision-language models (VLMs) driving breakthroughs in natural language processing, multimodal AI and enterprise applications. However, fine-tuning these massive models often demands extensive resources, technical expertise, and weeks of experimentation. This is where LLaMA-Factory steps in a powerful, open-source platform designed … Read more