simplest version

simplest version

simplest version

simplest version

simplest version

simplest version

simplest version

simplest version

table prep changed

hybrid_retrieve_with_keywords implemented

a new way with keywords

bm = 20, semantic = 30. hybrid = 40, cutoff = 0.65, 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 = 40, semantic = 20. hybrid = 50, cutoff = 0.7, topk_reranker= 40

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

top k in reranker = 30, bm = 20

bm = 50, semantic = 50. hybrid = 50

bm = 40, semantic = 50. hybrid = 40

bm = 25, semantic = 35. hybrid = 40

with bm and semantic

only semantic search top k = 30, cut off = 0.7

added 35 semantic similarity

new ways

new ways

new ways

a new way = sim cutoff = 0,65

a new way = sim cutoff = 0,65

new way of retrieving

new way of retrieving

reranking top k =30

reranked top 15 + reranking all together

reranked table + images as well

Sort tables correctly by

Removed duplicate logs throughout all files

Removed duplicate logs throughout all files

priority table + images

400 symbols to show in logging

new chunking showing code

new chunking showing + improved context giving to LLM

Merge branch 'main' of https://huggingface.co/spaces/MrSimple01/RAG_AIEXP_01

added table data + image data, + replaces with the old version for the table processing

added the table and image sources

added the table and image sources

new table document + image document processing functions + added more comprehensive loggings

new table document + image document processing functions + added more comprehensive loggings

font is black + fixed table + image downloading issues

font is black + fixed table + image downloading issues

fixed chunking showring problem

fixed chunking showring problem