Every cropped image from the cropping run, page by page, with what the model read off it: view, objects, measurements, notes and labels. Click a crop to see it beside its JSON.
64 crops, none read yet.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r06_typical_longitudinal_reinforcement_detail_of_beam
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r07_anchorage_of_beam_bar_in_an_external_joint
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r08_section_through_pile
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r09_sectional_detail_of_lift_pit_foundation
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r10_foundation_of_lift
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r11_reinforcement_cross_section_of_floor_beam_fb1
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r12_typical_ductile_detail_of_beam_column_junction
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r13_typical_ductile_detail_of_beam_column_junction
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r14_reinforcement_cross_section_of_floor_beam_fb2
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r15_detail_of_tb3
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r16_sectional_reinforcement_detail_of_staircase
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r17_section_at_xx
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r18_certificate_of_architect_engineers
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r19_3rd_floor_beam_layout
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r20_roof_beam_layout
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r21_plan_of_pile_cap_marked_3_p
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r22_certificate_of_owner
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r23_framing_plan_of_third_floor_beams
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r24_framing_plan_of_roof_level_beams
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r25_scr_roof_beam_layout
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r26_framing_plan_of_lift_machine_room_roof_beams
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r27_specification_of_building_materials_general_notes
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r28_pile_pile_cap_layout
Not read yet. Press Analyse crops, or read this one on its own.
mkpa_techno_building_2025_job_020_structural_43ddbb3f10_a7e_3e613d043d_p01_r29_plan_of_column_grid_layout
Not read yet. Press Analyse crops, or read this one on its own.
One set of distinct items across every page. The same bent read as “BENT”, “Interior bent” and “Bent No. 2” is one item here, carrying every page and crop it was seen in. One model call over all of step 1’s readings; the page mapping is resolved from its grouping rather than retyped by it.
Read the crops in step 1 first — there is nothing to group yet.
Every item from step 2 compared against the project’s engineering ontology, and then, for each one that lands in a class, a take-off of what that class asks for. The class list goes up as a closed vocabulary, so regional wording resolves without a synonym table — BENT to a pier system, PSC BEAM to a prestressed girder. Any class id that is not in the ontology is rejected rather than stored. The take-off reads every crop behind an item, derives what the drawings imply, shows its arithmetic, and says plainly when a number is not there.
Map the items in step 2 first — there is nothing to classify yet.
Everything steps 1 and 2 know, written to the vector store for a chat agent to answer from. Cut fine — a point for each object, each measurement and each note, not one per crop — with the page, the crop and the drawing written into every one, so a retrieved number arrives with enough context to be an answer. The readings as a whole and step 2’s items are indexed too, for the questions that are about a drawing rather than a figure.
Re-runnable at any time: each point is keyed to the record it came from, so re-indexing replaces what changed, adds what is new, and drops what the drawings no longer support. Re-read a crop or correct one by hand, then press this.
Nothing to index yet — read the crops in step 1 first.
Collection mindmap_vectors, filtered on projectId = mkpa_techno_building_2025_job_020_structural_43ddbb3f10-a7e6f52557d94fa59120d99e45893862.