simplest version

simplest version

simplest version

simplest version

simplest version

simplest version

simplest version

simplest version

simplest version

added sheet_name

added sheet_name

added the load_table_data function

added the load_table_data function

added the load_table_data function

added the load_table_data function

added the load_table_data function

new version of rag

new version of rag

new version of rag

new version of rag

new version of rag

new version of rag

new documents_prep

new documents_prep

new documents_prep

new documents_prep

new documents_prep

table prep changed

hybrid_retrieve_with_keywords implemented

a new way with keywords

new way of chunking

added the new chunking and loggings

a new chunking with 3 000 size for all types of data

bm = 40, semantic = 40. hybrid = 60, cutoff = 0.65, topk_reranker= 20

bm = 20, semantic = 30. hybrid = 40, cutoff = 0.65, topk_reranker= 20

bm = 20, semantic = 20. hybrid = 40, cutoff = 0.65, topk_reranker= 20

bm = 40, semantic = 40. hybrid = 60, cutoff = 0.5, topk_reranker= 20

bm = 30, semantic = 30. hybrid = 60, cutoff = 0.6, topk_reranker= 40

bm = 30, semantic = 30. hybrid = 60, cutoff = 0.7, topk_reranker= 60

bm = 25, semantic = 25. hybrid = 50, cutoff = 0.7, topk_reranker= 40

bm = 20, semantic = 20. hybrid = 40, cutoff = 0.7, topk_reranker= 40

bm = 40, semantic = 20. hybrid = 50, cutoff = 0.7, topk_reranker= 40

bm = 45, semantic = 20. hybrid = 50, cutoff = 0.7, topk_reranker= 20

bm = 40, semantic = 20. hybrid = 50

bm = 30, semantic = 20. hybrid = 50

bm = 20, semantic = 20. hybrid = 40

top k semantic 50, cutof == 0.6, hybdrid = 0.6

top k in reranker = 30, bm = 20

bm = 60, semantic = 50. hybrid = 70

bm = 50, semantic = 50. hybrid = 50