Vanita.ai

If you’re a Python developer working with PDF documents whether it’s for text extraction, data analysis conversion or annotation then you’ve likely encountered the limitations of traditional tools. That’s where PyMuPDF also known as fitz, shines. It’s a lightweight, high-performance Python library that enables comprehensive PDF manipulation with minimal dependencies and maximum flexibility. In this … Read more

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

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

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

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

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