Seeking Solutions: Preserving Table Structure in JSON Output with Adobe PDF Extract API for RAG App

Hello all! Iused adobe extract pdf API service to parse a pdf. Pdf and output JSON is attached to this message.  I believe the Json output doesn't preserve the table structure. If I pass this data to an LLM, it is not able to answer relevant questions about this data as the table structure is not preserved. How should I go about this? I want to use adobe API to build a RAG application. Is there a way to preserve the table structure within the Json file? for example, I need outputs such as like this:

{

"Input (DC)":

{ "MVPS 4000-S2": null

, "MVPS 4200-S2": null

},

"Available inverters": {

"MVPS 4000-S2": "1 x SCS 3450 UP or 1 x SCS 3450 UP-XT",

"MVPS 4200-S2": "1 x SCS 3600 UP or 1 x SCS 3600 UP-XT"

},

"Max. input voltage": {

"MVPS 4000-S2": "1500 V",

"MVPS 4200-S2": "1500 V"

},

"Number of DC inputs": {

"MVPS 4000-S2": "dependent on the selected inverters",

"MVPS 4200-S2": null

},

"Integrated zone monitoring": {

"MVPS 4000-S2": "○",

"MVPS 4200-S2": null

},

"Available DC fuse sizes (per input)": {

"MVPS 4000-S2": "200 A, 250 A, 315 A, 350 A, 400 A, 450 A, 500 A",

"MVPS 4200-S2": null

},

I know it can also generate csv, but the csv doesnt have any other information that might be present in the pdf.