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{"conversation_messages"=>[{"role"=>"user", "content"=>"air filter", "timestamp"=>"2025-09-22T15:41:43.017+05:30"}, {"role"=>"assistant", "content"=>"I can help you find an air filter. What's your vehicle make and model?", "timestamp"=>"2025-09-22T15:41:47.058+05:30"}, {"role"=>"user", "content"=>"i20 2018", "timestamp"=>"2025-09-22T15:41:57.641+05:30"}, {"role"=>"assistant", "content"=>"Great! I found Hyundai i20 2018. What part are you looking for?", "timestamp"=>"2025-09-22T15:42:02.895+05:30"}], "car_details"=>{"make"=>"HYUNDAI", "model"=>"i20", "year"=>"2018", "variant"=>"ELITE 2ND GEN 1.4L Diesel (2014 - 2018)"}, "selected_ids"=>{"make_id"=>29, "model_id"=>409, "year"=>"2018", "variant_id"=>5366, "category_id"=>57, "sub_category_one_id"=>679, "sub_category_two_id"=>0, "brand_id"=>nil}, "part_search_data"=>{"matched_part"=>"Air Filter", "part_id"=>391809, "part_number"=>nil, "confidence"=>nil}, "created_at"=>"2025-09-22T15:41:35.955+05:30", "updated_at"=>"2025-09-22T15:41:35.955+05:30"}

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