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{"conversation_messages"=>[{"role"=>"user", "content"=>"my bike KTM RC 200 2021 model abs failure problem", "timestamp"=>"2025-09-23T15:07:14.089+05:30"}, {"role"=>"assistant", "content"=>"I see you have a 2021 KTM RC 200 with an ABS failure problem. Could you please specify the part you're looking for to fix this issue?", "timestamp"=>"2025-09-23T15:07:19.588+05:30"}, {"role"=>"user", "content"=>"abs ring", "timestamp"=>"2025-09-23T15:07:33.481+05:30"}, {"role"=>"assistant", "content"=>"I'm sorry, but 'abs ring' doesn't match any parts in our catalogue. Could you please provide more details or try a different part name?", "timestamp"=>"2025-09-23T15:07:38.587+05:30"}, {"role"=>"user", "content"=>"Speedo meters", "timestamp"=>"2025-09-23T15:07:59.100+05:30"}, {"role"=>"assistant", "content"=>"I can help you find Speedometer. What's your vehicle make and model?", "timestamp"=>"2025-09-23T15:08:02.245+05:30"}], "car_details"=>{"make"=>"KTM", "model"=>"RC", "year"=>"2021", "variant"=>"390 Petrol (2014 - 2023)"}, "selected_ids"=>{"make_id"=>40, "model_id"=>657, "year"=>"2021", "variant_id"=>7707, "category_id"=>54, "sub_category_one_id"=>643, "sub_category_two_id"=>1775, "brand_id"=>nil}, "part_search_data"=>{"matched_part"=>"Speedometer Assembly", "part_id"=>nil, "part_number"=>nil, "confidence"=>nil}, "created_at"=>"2025-09-23T15:06:52.580+05:30", "updated_at"=>"2025-09-23T15:06:52.580+05:30"}

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