All-in-One: Text Embedding, Retrieval, Reranking and RAG in Transformers

Code for "LLM Embeddings Improve Test-time Adaptation to Tabular Y|X-Shifts"

The Sankalpiq Foundation AI Automation Suite is a comprehensive microservices-based Multiagent designed to automate critical NGO operations through intelligent micro agents. The solution addresses operational bottlenecks by implementing specialized micro-agents that handle specific organizational functions while maintaining seamless integration.

A Python-powered web scraping tool with built-in article summarization, CLI and API interfaces, and Docker support. Ideal for extracting and managing web content at scale.