Hi ,
I found your GitHub repository on RAG techniques and was very impressed.
Based on your analysis and experience, could you rank the top 5 RAG techniques for achieving the highest overall accuracy, considering both:
Semantic accuracy (understanding concepts, context, and meaning)
Statistical/numerical accuracy (calculations, aggregations, filtering, and precise data retrieval)
If possible, could you also include:
A brief explanation of why each technique is ranked where it is.
The strengths and weaknesses of each approach.
The types of use cases where each technique performs best.
Sam
Hi ,
I found your GitHub repository on RAG techniques and was very impressed.
Based on your analysis and experience, could you rank the top 5 RAG techniques for achieving the highest overall accuracy, considering both:
Semantic accuracy (understanding concepts, context, and meaning)
Statistical/numerical accuracy (calculations, aggregations, filtering, and precise data retrieval)
If possible, could you also include:
A brief explanation of why each technique is ranked where it is.
The strengths and weaknesses of each approach.
The types of use cases where each technique performs best.
Sam