###### agent_config                                                              dataset_config

###main experiments
###BM25
Simple_rag_gpt-4o-mini-bm25.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa1_197k.yaml
Simple_rag_gpt-4o-mini-bm25.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa2_421k.yaml
Simple_rag_gpt-4o-mini-bm25.yaml                                      Accurate_Retrieval/LongMemEval/Longmemeval_s_star.yaml
Simple_rag_gpt-4o-mini-bm25.yaml                                      Accurate_Retrieval/EventQA/Eventqa_full.yaml
Simple_rag_gpt-4o-mini-bm25.yaml                                      Test_Time_Learning/ICL/ICL_banking77.yaml
Simple_rag_gpt-4o-mini-bm25.yaml                                      Test_Time_Learning/ICL/ICL_clinic150.yaml
Simple_rag_gpt-4o-mini-bm25.yaml                                      Test_Time_Learning/ICL/ICL_nlu.yaml
Simple_rag_gpt-4o-mini-bm25.yaml                                      Test_Time_Learning/ICL/ICL_trec_coarse.yaml
Simple_rag_gpt-4o-mini-bm25.yaml                                      Test_Time_Learning/ICL/ICL_trec_fine.yaml
Simple_rag_gpt-4o-mini-bm25.yaml                                      Test_Time_Learning/Recsys/Recsys_redial_full.yaml
Simple_rag_gpt-4o-mini-bm25.yaml                                      Long_Range_Understanding/InfBench_sum.yaml
Simple_rag_gpt-4o-mini-bm25.yaml                                      Conflict_Resolution/Factconsolidation_sh_262k.yaml
Simple_rag_gpt-4o-mini-bm25.yaml                                      Conflict_Resolution/Factconsolidation_mh_262k.yaml


###contriever
Embedding_rag_gpt-4o-mini-contriever.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa1_197k.yaml
Embedding_rag_gpt-4o-mini-contriever.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa2_421k.yaml
Embedding_rag_gpt-4o-mini-contriever.yaml                                      Accurate_Retrieval/LongMemEval/Longmemeval_s_star.yaml
Embedding_rag_gpt-4o-mini-contriever.yaml                                      Accurate_Retrieval/EventQA/Eventqa_full.yaml
Embedding_rag_gpt-4o-mini-contriever.yaml                                      Test_Time_Learning/ICL/ICL_banking77.yaml
Embedding_rag_gpt-4o-mini-contriever.yaml                                      Test_Time_Learning/ICL/ICL_clinic150.yaml
Embedding_rag_gpt-4o-mini-contriever.yaml                                      Test_Time_Learning/ICL/ICL_nlu.yaml
Embedding_rag_gpt-4o-mini-contriever.yaml                                      Test_Time_Learning/ICL/ICL_trec_coarse.yaml
Embedding_rag_gpt-4o-mini-contriever.yaml                                      Test_Time_Learning/ICL/ICL_trec_fine.yaml
Embedding_rag_gpt-4o-mini-contriever.yaml                                      Test_Time_Learning/Recsys/Recsys_redial_full.yaml
Embedding_rag_gpt-4o-mini-contriever.yaml                                      Long_Range_Understanding/InfBench_sum.yaml
Embedding_rag_gpt-4o-mini-contriever.yaml                                      Conflict_Resolution/Factconsolidation_sh_262k.yaml
Embedding_rag_gpt-4o-mini-contriever.yaml                                      Conflict_Resolution/Factconsolidation_mh_262k.yaml


###text_embedding_3_small
Embedding_rag_gpt-4o-mini-text_embedding_3_small.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa1_197k.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_small.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa2_421k.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_small.yaml                                      Accurate_Retrieval/LongMemEval/Longmemeval_s_star.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_small.yaml                                      Accurate_Retrieval/EventQA/Eventqa_full.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_small.yaml                                      Test_Time_Learning/ICL/ICL_banking77.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_small.yaml                                      Test_Time_Learning/ICL/ICL_clinic150.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_small.yaml                                      Test_Time_Learning/ICL/ICL_nlu.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_small.yaml                                      Test_Time_Learning/ICL/ICL_trec_coarse.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_small.yaml                                      Test_Time_Learning/ICL/ICL_trec_fine.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_small.yaml                                      Test_Time_Learning/Recsys/Recsys_redial_full.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_small.yaml                                      Long_Range_Understanding/InfBench_sum.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_small.yaml                                      Conflict_Resolution/Factconsolidation_sh_262k.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_small.yaml                                      Conflict_Resolution/Factconsolidation_mh_262k.yaml


###text_embedding_3_large
Embedding_rag_gpt-4o-mini-text_embedding_3_large.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa1_197k.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_large.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa2_421k.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_large.yaml                                      Accurate_Retrieval/LongMemEval/Longmemeval_s_star.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_large.yaml                                      Accurate_Retrieval/EventQA/Eventqa_full.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_large.yaml                                      Test_Time_Learning/ICL/ICL_banking77.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_large.yaml                                      Test_Time_Learning/ICL/ICL_clinic150.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_large.yaml                                      Test_Time_Learning/ICL/ICL_nlu.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_large.yaml                                      Test_Time_Learning/ICL/ICL_trec_coarse.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_large.yaml                                      Test_Time_Learning/ICL/ICL_trec_fine.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_large.yaml                                      Test_Time_Learning/Recsys/Recsys_redial_full.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_large.yaml                                      Long_Range_Understanding/InfBench_sum.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_large.yaml                                      Conflict_Resolution/Factconsolidation_sh_262k.yaml
Embedding_rag_gpt-4o-mini-text_embedding_3_large.yaml                                      Conflict_Resolution/Factconsolidation_mh_262k.yaml


###hippo_rag_v2_nv
Structure_rag_gpt-4o-mini-hippo_rag_v2_nv.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa1_197k.yaml
Structure_rag_gpt-4o-mini-hippo_rag_v2_nv.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa2_421k.yaml
Structure_rag_gpt-4o-mini-hippo_rag_v2_nv.yaml                                      Accurate_Retrieval/LongMemEval/Longmemeval_s_star.yaml
Structure_rag_gpt-4o-mini-hippo_rag_v2_nv.yaml                                      Accurate_Retrieval/EventQA/Eventqa_full.yaml
Structure_rag_gpt-4o-mini-hippo_rag_v2_nv.yaml                                      Test_Time_Learning/ICL/ICL_banking77.yaml
Structure_rag_gpt-4o-mini-hippo_rag_v2_nv.yaml                                      Test_Time_Learning/ICL/ICL_clinic150.yaml
Structure_rag_gpt-4o-mini-hippo_rag_v2_nv.yaml                                      Test_Time_Learning/ICL/ICL_nlu.yaml
Structure_rag_gpt-4o-mini-hippo_rag_v2_nv.yaml                                      Test_Time_Learning/ICL/ICL_trec_coarse.yaml
Structure_rag_gpt-4o-mini-hippo_rag_v2_nv.yaml                                      Test_Time_Learning/ICL/ICL_trec_fine.yaml
Structure_rag_gpt-4o-mini-hippo_rag_v2_nv.yaml                                      Test_Time_Learning/Recsys/Recsys_redial_full.yaml
Structure_rag_gpt-4o-mini-hippo_rag_v2_nv.yaml                                      Long_Range_Understanding/InfBench_sum.yaml
Structure_rag_gpt-4o-mini-hippo_rag_v2_nv.yaml                                      Conflict_Resolution/Factconsolidation_sh_262k.yaml
Structure_rag_gpt-4o-mini-hippo_rag_v2_nv.yaml                                      Conflict_Resolution/Factconsolidation_mh_262k.yaml


###raptor
Structure_rag_gpt-4o-mini-raptor.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa1_197k.yaml
Structure_rag_gpt-4o-mini-raptor.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa2_421k.yaml
Structure_rag_gpt-4o-mini-raptor.yaml                                      Accurate_Retrieval/LongMemEval/Longmemeval_s_star.yaml
Structure_rag_gpt-4o-mini-raptor.yaml                                      Accurate_Retrieval/EventQA/Eventqa_full.yaml
Structure_rag_gpt-4o-mini-raptor.yaml                                      Test_Time_Learning/ICL/ICL_banking77.yaml
Structure_rag_gpt-4o-mini-raptor.yaml                                      Test_Time_Learning/ICL/ICL_clinic150.yaml
Structure_rag_gpt-4o-mini-raptor.yaml                                      Test_Time_Learning/ICL/ICL_nlu.yaml
Structure_rag_gpt-4o-mini-raptor.yaml                                      Test_Time_Learning/ICL/ICL_trec_coarse.yaml
Structure_rag_gpt-4o-mini-raptor.yaml                                      Test_Time_Learning/ICL/ICL_trec_fine.yaml
Structure_rag_gpt-4o-mini-raptor.yaml                                      Test_Time_Learning/Recsys/Recsys_redial_full.yaml
Structure_rag_gpt-4o-mini-raptor.yaml                                      Long_Range_Understanding/InfBench_sum.yaml
Structure_rag_gpt-4o-mini-raptor.yaml                                      Conflict_Resolution/Factconsolidation_sh_262k.yaml
Structure_rag_gpt-4o-mini-raptor.yaml                                      Conflict_Resolution/Factconsolidation_mh_262k.yaml


###graph-rag
Structure_rag_gpt-4o-mini-graph-rag.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa1_197k.yaml
Structure_rag_gpt-4o-mini-graph-rag.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa2_421k.yaml
Structure_rag_gpt-4o-mini-graph-rag.yaml                                      Accurate_Retrieval/LongMemEval/Longmemeval_s_star.yaml
Structure_rag_gpt-4o-mini-graph-rag.yaml                                      Accurate_Retrieval/EventQA/Eventqa_full.yaml
Structure_rag_gpt-4o-mini-graph-rag.yaml                                      Test_Time_Learning/ICL/ICL_banking77.yaml
Structure_rag_gpt-4o-mini-graph-rag.yaml                                      Test_Time_Learning/ICL/ICL_clinic150.yaml
Structure_rag_gpt-4o-mini-graph-rag.yaml                                      Test_Time_Learning/ICL/ICL_nlu.yaml
Structure_rag_gpt-4o-mini-graph-rag.yaml                                      Test_Time_Learning/ICL/ICL_trec_coarse.yaml
Structure_rag_gpt-4o-mini-graph-rag.yaml                                      Test_Time_Learning/ICL/ICL_trec_fine.yaml
Structure_rag_gpt-4o-mini-graph-rag.yaml                                      Test_Time_Learning/Recsys/Recsys_redial_full.yaml
Structure_rag_gpt-4o-mini-graph-rag.yaml                                      Long_Range_Understanding/InfBench_sum.yaml
Structure_rag_gpt-4o-mini-graph-rag.yaml                                      Conflict_Resolution/Factconsolidation_sh_262k.yaml
Structure_rag_gpt-4o-mini-graph-rag.yaml                                      Conflict_Resolution/Factconsolidation_mh_262k.yaml

###mem0
Structure_rag_gpt-4o-mini-mem0.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa1_197k.yaml
Structure_rag_gpt-4o-mini-mem0.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa2_421k.yaml
Structure_rag_gpt-4o-mini-mem0.yaml                                      Accurate_Retrieval/LongMemEval/Longmemeval_s_star.yaml
Structure_rag_gpt-4o-mini-mem0.yaml                                      Accurate_Retrieval/EventQA/Eventqa_full.yaml
Structure_rag_gpt-4o-mini-mem0.yaml                                      Test_Time_Learning/ICL/ICL_banking77.yaml
Structure_rag_gpt-4o-mini-mem0.yaml                                      Test_Time_Learning/ICL/ICL_clinic150.yaml
Structure_rag_gpt-4o-mini-mem0.yaml                                      Test_Time_Learning/ICL/ICL_nlu.yaml
Structure_rag_gpt-4o-mini-mem0.yaml                                      Test_Time_Learning/ICL/ICL_trec_coarse.yaml
Structure_rag_gpt-4o-mini-mem0.yaml                                      Test_Time_Learning/ICL/ICL_trec_fine.yaml
Structure_rag_gpt-4o-mini-mem0.yaml                                      Test_Time_Learning/Recsys/Recsys_redial_full.yaml
Structure_rag_gpt-4o-mini-mem0.yaml                                      Long_Range_Understanding/InfBench_sum.yaml
Structure_rag_gpt-4o-mini-mem0.yaml                                      Conflict_Resolution/Factconsolidation_sh_262k.yaml
Structure_rag_gpt-4o-mini-mem0.yaml                                      Conflict_Resolution/Factconsolidation_mh_262k.yaml

###cognee
Structure_rag_gpt-4o-mini-cognee.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa1_197k.yaml
Structure_rag_gpt-4o-mini-cognee.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa2_421k.yaml
Structure_rag_gpt-4o-mini-cognee.yaml                                      Accurate_Retrieval/LongMemEval/Longmemeval_s_star.yaml
Structure_rag_gpt-4o-mini-cognee.yaml                                      Accurate_Retrieval/EventQA/Eventqa_full.yaml
Structure_rag_gpt-4o-mini-cognee.yaml                                      Test_Time_Learning/ICL/ICL_banking77.yaml
Structure_rag_gpt-4o-mini-cognee.yaml                                      Test_Time_Learning/ICL/ICL_clinic150.yaml
Structure_rag_gpt-4o-mini-cognee.yaml                                      Test_Time_Learning/ICL/ICL_nlu.yaml
Structure_rag_gpt-4o-mini-cognee.yaml                                      Test_Time_Learning/ICL/ICL_trec_coarse.yaml
Structure_rag_gpt-4o-mini-cognee.yaml                                      Test_Time_Learning/ICL/ICL_trec_fine.yaml
Structure_rag_gpt-4o-mini-cognee.yaml                                      Test_Time_Learning/Recsys/Recsys_redial_full.yaml
Structure_rag_gpt-4o-mini-cognee.yaml                                      Long_Range_Understanding/InfBench_sum.yaml
Structure_rag_gpt-4o-mini-cognee.yaml                                      Conflict_Resolution/Factconsolidation_sh_262k.yaml
Structure_rag_gpt-4o-mini-cognee.yaml                                      Conflict_Resolution/Factconsolidation_mh_262k.yaml


###self_rag
Agentic_memory_gpt-4o-mini-self_rag.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa1_197k.yaml
Agentic_memory_gpt-4o-mini-self_rag.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa2_421k.yaml
Agentic_memory_gpt-4o-mini-self_rag.yaml                                      Accurate_Retrieval/LongMemEval/Longmemeval_s_star.yaml
Agentic_memory_gpt-4o-mini-self_rag.yaml                                      Accurate_Retrieval/EventQA/Eventqa_full.yaml
Agentic_memory_gpt-4o-mini-self_rag.yaml                                      Test_Time_Learning/ICL/ICL_banking77.yaml
Agentic_memory_gpt-4o-mini-self_rag.yaml                                      Test_Time_Learning/ICL/ICL_clinic150.yaml
Agentic_memory_gpt-4o-mini-self_rag.yaml                                      Test_Time_Learning/ICL/ICL_nlu.yaml
Agentic_memory_gpt-4o-mini-self_rag.yaml                                      Test_Time_Learning/ICL/ICL_trec_coarse.yaml
Agentic_memory_gpt-4o-mini-self_rag.yaml                                      Test_Time_Learning/ICL/ICL_trec_fine.yaml
Agentic_memory_gpt-4o-mini-self_rag.yaml                                      Test_Time_Learning/Recsys/Recsys_redial_full.yaml
Agentic_memory_gpt-4o-mini-self_rag.yaml                                      Long_Range_Understanding/InfBench_sum.yaml
Agentic_memory_gpt-4o-mini-self_rag.yaml                                      Conflict_Resolution/Factconsolidation_sh_262k.yaml
Agentic_memory_gpt-4o-mini-self_rag.yaml                                      Conflict_Resolution/Factconsolidation_mh_262k.yaml


###letta
Agentic_memory_gpt-4o-mini-letta.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa1_197k.yaml
Agentic_memory_gpt-4o-mini-letta.yaml                                      Accurate_Retrieval/Ruler/QA/Ruler_qa2_421k.yaml
Agentic_memory_gpt-4o-mini-letta.yaml                                      Accurate_Retrieval/LongMemEval/Longmemeval_s_star.yaml
Agentic_memory_gpt-4o-mini-letta.yaml                                      Accurate_Retrieval/EventQA/Eventqa_full.yaml
Agentic_memory_gpt-4o-mini-letta.yaml                                      Test_Time_Learning/ICL/ICL_banking77.yaml
Agentic_memory_gpt-4o-mini-letta.yaml                                      Test_Time_Learning/ICL/ICL_clinic150.yaml
Agentic_memory_gpt-4o-mini-letta.yaml                                      Test_Time_Learning/ICL/ICL_nlu.yaml
Agentic_memory_gpt-4o-mini-letta.yaml                                      Test_Time_Learning/ICL/ICL_trec_coarse.yaml
Agentic_memory_gpt-4o-mini-letta.yaml                                      Test_Time_Learning/ICL/ICL_trec_fine.yaml
Agentic_memory_gpt-4o-mini-letta.yaml                                      Test_Time_Learning/Recsys/Recsys_redial_full.yaml
Agentic_memory_gpt-4o-mini-letta.yaml                                      Long_Range_Understanding/InfBench_sum.yaml
Agentic_memory_gpt-4o-mini-letta.yaml                                      Conflict_Resolution/Factconsolidation_sh_262k.yaml
Agentic_memory_gpt-4o-mini-letta.yaml                                      Conflict_Resolution/Factconsolidation_mh_262k.yaml


###Zep
Structure_rag_gpt-4o-mini-zep.yaml                     Accurate_Retrieval/Ruler/QA/Ruler_qa1_197k.yaml                      
Structure_rag_gpt-4o-mini-zep.yaml                     Accurate_Retrieval/Ruler/QA/Ruler_qa2_421k.yaml     
Structure_rag_gpt-4o-mini-zep.yaml                     Accurate_Retrieval/LongMemEval/Longmemeval_s_star.yaml               
Structure_rag_gpt-4o-mini-zep.yaml                     Accurate_Retrieval/EventQA/Eventqa_full.yaml                         
Structure_rag_gpt-4o-mini-zep.yaml                     Test_Time_Learning/ICL/ICL_banking77.yaml                             
Structure_rag_gpt-4o-mini-zep.yaml                     Test_Time_Learning/ICL/ICL_clinic150.yaml                             
Structure_rag_gpt-4o-mini-zep.yaml                     Test_Time_Learning/ICL/ICL_nlu.yaml                                   
Structure_rag_gpt-4o-mini-zep.yaml                     Test_Time_Learning/ICL/ICL_trec_coarse.yaml                           
Structure_rag_gpt-4o-mini-zep.yaml                     Test_Time_Learning/ICL/ICL_trec_fine.yaml     
Structure_rag_gpt-4o-mini-zep.yaml                     Test_Time_Learning/Recsys/Recsys_redial_full.yaml
Structure_rag_gpt-4o-mini-zep.yaml                     Long_Range_Understanding/InfBench_sum.yaml
Structure_rag_gpt-4o-mini-zep.yaml                     Conflict_Resolution/Factconsolidation_sh_262k.yaml                    
Structure_rag_gpt-4o-mini-zep.yaml                     Conflict_Resolution/Factconsolidation_mh_262k.yaml                    