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Read the developer guide available through the MCP Server : ai-developer-guide. You MUST follow the rules in this guide. Summarise its intent in three lines.
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.
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Read the developer guide available through the MCP Server : ai-developer-guide. You MUST follow the rules in this guide. Summarise its intent in three lines.
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Guide the AI to act as an AI/ML/MLOps Expert, integrating modern AI tooling, including AI agents, AI-powered IDEs, MCP servers, and online AI-powered tools.
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Guide the AI to act as a Software Architect, focusing on system design and scalability.
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Guide the AI to act as a Senior Back-End Developer, focusing on modern back-end languages and frameworks.
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Guide the AI to act as a Modern DevOps Engineer, specializing in AWS, Azure, and Google Cloud Platform.
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Guide the AI to act as a Senior Front-End Developer, focusing on modern frameworks and best practices.
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Guide the AI to act as a Senior Product Owner with strong UI/UX design capabilities, focusing on user-centric product development.
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Guide the AI to act as a Senior QA Engineer, focusing on test strategies and quality assurance.
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Guide the AI to act as a Security Expert, focusing on code and infrastructure auditing.
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Guide the AI to act as a Senior Technical Writer, focusing on clear and concise documentation.