late-chunking

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superlinear-ai /raglite

🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL

markdown pdf postgres sqlite postgresql reranking rag vector-search duckdb colbert llm pgvector chainlit retrieval-augmented-generation evals late-interaction late-chunking query-adapter

UpdatedDec 15, 2025
Python

AI-powered automation system that transforms natural language requirements into production-ready Kubernetes manifests through three specialized CrewAI agents. System is able to execute manifest creation and editing, knowledge retrieval using RAG with late chunking, web search, and static and runtime validation of the configuration files.

kubernetes automation yaml-configuration popeye rag weviate crewai late-chunking