martin-papy/qdrant-loader: Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search. Includes MCP server for seamless AI assistant integration.
Language: Python
Category: vector-knowledge-bases
Stars: 31, Forks: 20
Quality score: 64 (established)