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
Topics: cli-tool, confluence-integration, cursor-ide, developer-tools, document-processing, embbedings, enterprise-ready, file-conversion, git-integration, jira-integration, knowledge-base, llm-integration, mcp-server, multi-project, openai, python, rag, semantic-search
Category: vector-knowledge-bases