RAGPipe does the boring part of RAG: extract → chunk → embed → store → query. 3 functions. 1 package. Works with Ollama, OpenAI, Qdrant, Pinecone, or a JSON file. CLI, YAML pipelines, git hooks, and systemd baked in.

Karta is an AI job agent for Indian students at IIT, NITs & BITS. Tell Karta your skills & roles. It: Builds ATS resume & portfolio (free) → Finds verifid hiring managers (not HR inboxes) → Writes personalzed cold emails per company → Sends & tracks opens, licks, replies live Result: 15-20% reply rate vs 2-% average. Free: 3 email credits, no card. Pro: ₹49 one-time.