Role Overview
We are looking for a skilled Weaviate Specialist to troubleshoot and resolve issues with our complex RAG system utilizing Weaviate.
The job is focused on DevOps for RAG + Weaviate vector DB. The primary objective is to identify and fix the root causes of frequent database crashes to ensure system stability and reliability.
Goals:
Immediate goal: Diagnose/address existing database performance issues
Long-term: System performance and efficiency optimization
Responsibilities
- Analyze the current Weaviate database setup to identify potential causes of instability and crashes.
- Implement effective solutions to resolve database issues and improve system performance.
- Collaborate with the team to ensure seamless integration and functionality within the RAG system.
- Provide recommendations for best practices in database management and optimization.
Required Skills
- Knowledge of RAG system architecture and best practices.
- DevOps for RAG
- Proven experience with Weaviate and understanding of its architecture.
- Strong problem-solving skills and ability to diagnose database issues effectively.
- Familiarity with database management and optimization techniques.
Nice to Have
- Experience with other database systems and technologies.