QDrant Loader
Category: research-and-data
Author: martin-papy
Language: Python
Tags: python,openai,developer-tools,knowledge-base,file-conversion,enterprise-ready,semantic-search,multi-project,cli-tool,document-processing,embbedings,git-integration,rag,jira-integration,cursor-ide,llm-integration,mcp-server,confluence-integration
Description: 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 in development environments.
Tools:
Server configuration: