I can fix and optimize your existing RAG or AI pipeline for £75

Is your AI application giving poor answers, retrieving incorrect information, producing errors, or performing poorly?

I will investigate and fix issues in your existing RAG or AI system.

This service can include:

• RAG pipeline debugging
• Embedding issues
• Vector database problems
• Retrieval quality improvements
• Prompt optimization
• OpenAI, Gemini or Groq integration fixes
• API errors and failures
• Response quality improvements
• Chunking strategy improvements
• Performance optimization

You will receive:

• Fixed implementation
• Explanation of the root cause
• Summary of changes made
• Recommendations for future improvements

This offer is intended for a clearly defined issue in an existing AI application.

Large-scale rebuilds, complete architecture redesigns, new applications, and major infrastructure work are not included in the base package.