Skip to content

LLM MOE models for RAG search Download report

Contents

Report

Overview and abstract Introduction Materials and setup Mathematical framework Results Technical analysis Speed and reasoning-disabled inference Prompting and alternative models RAG integration Limitations and conclusion

Appendices

Appendix A: Dataset-level results Appendix B: Comparability and provenance Appendix C: Prompt and runtime record References

Coverage analysis workbook Evaluation prompt

LLM MOE models for RAG search

Appendix B: Comparability and provenance

Report inclusion and provenance audit.

PreviousAppendix A: Dataset-level results NextAppendix C: Prompt and runtime record

Study corpus: 2,484 CV PDFs in 24 predefined categories. July 2026.

Report overview · References