sample_prompts.txt

./sparrow.sh "invoice_number, invoice_date, client_name, client_address, client_tax_id, seller_name, seller_address,
seller_tax_id, iban, names_of_invoice_items, gross_worth_of_invoice_items, total_gross_worth" "int, str, str, str, str,
str, str, str, str, List[str], List[str], str" --agent llamaindex --index-name Sparrow_llamaindex_doc1


{
    "invoice_number": 61356291,
    "invoice_date": "09/06/2012",
    "client_name": "Rodriguez-Stevens",
    "client_address": "2280 Angela Plain, Hortonshire, MS 93248",
    "client_tax_id": "939-98-8477",
    "seller_name": "Chapman, Kim and Green",
    "seller_address": "64731 James Branch, Smithmouth, NC 26872",
    "seller_tax_id": "949-84-9105",
    "iban": "GB50ACIE59715038217063",
    "names_of_invoice_items": [
        "Wine Glasses Goblets Pair Clear Glass",
        "With Hooks Stemware Storage Multiple Uses Iron Wine Rack Hanging Glass",
        "Replacement Corkscrew Parts Spiral Worm Wine Opener Bottle Houdini",
        "HOME ESSENTIALS GRADIENT STEMLESS WINE GLASSES SET OF 4 20 FL OZ (591 ml) NEW"
    ],
    "gross_worth_of_invoice_items": [
        66.0,
        123.55,
        8.25,
        14.29
    ],
    "total_gross_worth": "$212,09"
}
==================================================
Time to retrieve answer: 63.74948522399791


./sparrow.sh "invoice_number, invoice_date" "int, str" --agent llamaindex --index-name Sparrow_llamaindex_doc1

{
    "invoice_number": 61356291,
    "invoice_date": "09/06/2012"
}
==================================================
Time to retrieve answer: 15.325319556002796


./sparrow.sh "gross_worth_of_invoice_items" "List[float]" --agent llamaindex --index-name Sparrow_llamaindex_doc1

{
    "gross_worth_of_invoice_items": [
        66.0,
        123.55,
        8.25,
        14.29
    ]
}
==================================================
Time to retrieve answer: 17.55766561099881


./sparrow.sh "guest_no, cashier_name" "int, str" --agent vllamaindex --file-path
/Users/andrejb/infra/shared/katana-git/sparrow/sparrow-ml/llm/data/inout-20211211_001.jpg

{
  "guest_no": 49,
  "cashier_name": "Cashier Name"
}



./sparrow.sh "store_name, receipt_id, receipt_item_names, receipt_item_prices, receipt_date, receipt_store_id,
receipt_sold, receipt_returned, receipt_total" "str, str, List[str], List[str], str, int, int,
int, str" --agent vprocessor --file-path /Users/andrejb/infra/shared/katana-git/sparrow/sparrow-ml/llm/data/ross-20211211_010.jpg

{
    "store_name": "Ross",
    "receipt_id": "Receipt # 0421-01-1602-1330-0",
    "receipt_item_names": [
        "400226513665 x hanes b1ue 4pk",
        "400239602790 fruit premium 4pk"
    ],
    "receipt_item_prices": [
        "$9.99R",
        "$12.99R"
    ],
    "receipt_date": "11/26/21 10:35:05 AM",
    "receipt_store_id": 421,
    "receipt_sold": 2,
    "receipt_returned": 0,
    "receipt_total": "$25.33"
}
==================================================
Time to retrieve answer: 106.27733000399894


./sparrow.sh assistant --agent "fcall" --query "Exxon"

{
  "company": "ExxonMobil",
  "ticker": "XOM"
}
The stock price of the ExxonMobil is 113.48999786376953. USD
==================================================
Time to retrieve answer: 16.426633964991197


./sparrow.sh "invoice_number, invoice_date, total_gross_worth" "int, str, str" --agent unstructured-light
--file-path /Users/andrejb/infra/shared/katana-git/sparrow/sparrow-ml/llm/data/invoice_1.pdf

{
    "invoice_number": 61356291,
    "invoice_date": "09/06/2012",
    "total_gross_worth": "$ 212,09"
}
==================================================
Time to retrieve answer: 93.95840702600253


./sparrow.sh "names_of_invoice_items, gross_worth_of_invoice_items, total_gross_worth" "List[str], List[str], str"
--agent unstructured-light --file-path /Users/andrejb/infra/shared/katana-git/sparrow/sparrow-ml/llm/data/invoice_1.pdf
--options tables

{
    "names_of_invoice_items": [
        "Wine Glasses Goblets Pair Clear Glass",
        "With Hooks Stemware Storage Multiple Uses Iron Wine Rack Hanging Glass",
        "Replacement Corkscrew Parts Spiral Worm Wine Opener Bottle Houdini",
        "HOME ESSENTIALS GRADIENT STEMLESS WINE GLASSES SET OF 4 20 FL OZ (591 ml) NEW"
    ],
    "gross_worth_of_invoice_items": [
        "$66.00",
        "$123.55",
        "$8.25",
        "$14.29"
    ],
    "total_gross_worth": "$212.09"
}
==================================================
Time to retrieve answer: 109.55890596199606


./sparrow.sh "invoice_number, invoice_date, client_name, client_address, client_tax_id, seller_name, seller_address,
seller_tax_id, iban, names_of_invoice_items, gross_worth_of_invoice_items, total_gross_worth" "int, str, str, str, str,
str, str, str, str, List[str], List[str], str" --agent unstructured --file-path /Users/andrejb/infra/shared/katana-git/sparrow/sparrow-ml/llm/data/invoice_1.pdf

{
    "invoice_number": 61356291,
    "invoice_date": "09/06/2012",
    "client_name": "Rodriguez-Stevens",
    "client_address": "2280 Angela Plain Hortonshire, MS 93248",
    "client_tax_id": "939-98-8477",
    "seller_name": "Chapman, Kim and Green",
    "seller_address": "64731 James Branch Smithmouth, NC 26872",
    "seller_tax_id": "949-84-9105",
    "iban": "GB50ACIE59715038217063",
    "names_of_invoice_items": [
        "Wine Glasses Goblets Pair Clear Glass",
        "With Hooks Stemware Storage Multiple Uses Iron Wine Rack Hanging Glass",
        "Replacement Corkscrew Parts Spiral Worm Wine Opener Bottle Houdini",
        "HOME ESSENTIALS GRADIENT STEMLESS WINE GLASSES SET OF 4 20 FL OZ (591 ml) NEW"
    ],
    "gross_worth_of_invoice_items": [
        "6,00",
        "123,55",
        "8,25",
        "14,29"
    ],
    "total_gross_worth": "$ 192,81"
}
==================================================
Time to retrieve answer: 85.94320003400207

./sparrow.sh "invoice_number, invoice_date, total_gross_worth" "int, str, str" --agent unstructured --file-path
/Users/andrejb/infra/shared/katana-git/sparrow/sparrow-ml/llm/data/invoice_1.pdf

{
    "invoice_number": 61356291,
    "invoice_date": "09/06/2012",
    "total_gross_worth": "$ 212,09"
}
==================================================
Time to retrieve answer: 24.074920559010934


./sparrow.sh "store_name, receipt_id, receipt_item_names, receipt_item_prices, receipt_date, receipt_store_id, receipt_sold,
receipt_returned, receipt_total" "str, str, List[str], List[str], str, int, int,
int, str" --agent unstructured --file-path /Users/andrejb/infra/shared/katana-git/sparrow/sparrow-ml/llm/data/ross-20211211_010.jpg

{
    "store_name": "IT OSS DRESS FOR LESS PASADENA, CA 91107 626-351-5334 # 0421-01-1602-1330-",
    "receipt_id": "0421-01-1602-1330-",
    "receipt_item_names": [
        "A iain an 6513665 x hanes blue 4pk 9.99R 4nbes9e05500",
        "fruit premium 4pk 12:98"
    ],
    "receipt_item_prices": [
        "$9.99",
        "$12.98"
    ],
    "receipt_date": "11/26/21 10:35:05 AM",
    "receipt_store_id": 421,
    "receipt_sold": 2,
    "receipt_returned": 0,
    "receipt_total": "$25.00"
}

==================================================
Time to retrieve answer: 76.49691557901679


./sparrow.sh "store_name, receipt_id, receipt_item_names, receipt_item_prices, receipt_date, receipt_store_id, receipt_sold,
receipt_returned, receipt_total" "str, str, List[str], List[str], str, int, int, int,
str" --agent unstructured-light --file-path /Users/andrejb/infra/shared/katana-git/sparrow/sparrow-ml/llm/data/ross-20211211_010.jpg

{
    "store_name": "Ross Dress for Less",
    "receipt_id": "0421-01-1602-1330-0",
    "receipt_item_names": [
        "A iain an 6513665 x hanes blue 4pk",
        "9.99R 4nbes9e05500 fruit premium 4pk"
    ],
    "receipt_item_prices": [
        "$22.98",
        "$22.98"
    ],
    "receipt_date": "11/26/21",
    "receipt_store_id": 421,
    "receipt_sold": 2,
    "receipt_returned": 0,
    "receipt_total": "$25"
}
==================================================
Time to retrieve answer: 80.8209542609984


./sparrow.sh "names_of_invoice_items, gross_worth_of_invoice_items, total_gross_worth" "List[str], List[str], str" --agent instructor --file-path /Users/andrejb/infra/s
hared/katana-git/sparrow/sparrow-ml/llm/data/invoice_1.pdf

{
    "names_of_invoice_items": [
        "Wine Glasses Goblets Pair Clear Glass",
        "With Hooks Stemware Storage Multiple Uses Iron Wine Rack Hanging Glass",
        "Replacement Corkscrew Parts Spiral Worm Wine Opener Bottle Houdini",
        "HOME ESSENTIALS GRADIENT STEMLESS WINE GLASSES SET OF 4 20 FL OZ (591 ml) NEW"
    ],
    "gross_worth_of_invoice_items": [
        "66,00",
        "123,55",
        "8,25",
        "14,29"
    ],
    "total_gross_worth": "212,09"
}
==================================================
Time to retrieve answer: 97.52105149999261


./sparrow.sh "invoice_number, invoice_date, description, quantity, net_price, net_worth, vat, gross_worth, total_gross_worth" "str, str, List[str], List[str],
List[str], List[str], List[str], List[str], str" --agent instructor --file-path /Users/andrejb/infra/shared/katana-git/sparrow/sparrow-ml/llm/data/invoice_1.pdf
--options tables --options unstructured --group-by-rows --update-targets --debug

{
    "invoice_number": "61356291",
    "invoice_date": "09/06/2012",
    "total_gross_worth": "212.09",
    "items1": [
        {
            "description": "Wine Glasses Goblets Pair Clear Glass",
            "quantity": "5,00",
            "net_price": "12,00",
            "net_worth": "60,00",
            "vat": "10%",
            "gross_worth": "66,00"
        },
        {
            "description": "With Hooks Stemware Storage Multiple Uses Iron Wine Rack Hanging Glass",
            "quantity": "4,00",
            "net_price": "28,08",
            "net_worth": "112,32",
            "vat": "10%",
            "gross_worth": "123,55"
        },
        {
            "description": "Replacement Corkscrew Parts Spiral Worm Wine Opener Bottle Houdini",
            "quantity": "1,00",
            "net_price": "7,50",
            "net_worth": "7,50",
            "vat": "10%",
            "gross_worth": "8,25"
        },
        {
            "description": "HOME ESSENTIALS GRADIENT STEMLESS WINE GLASSES SET OF 4 20 FL OZ (591 ml) NEW",
            "quantity": "1,00",
            "net_price": "12,99",
            "net_worth": "12,99",
            "vat": "10%",
            "gross_worth": "14,29"
        }
    ]
}
==================================================
Time to retrieve answer: 24.45439903100487


./sparrow.sh "{\"invoice_no\":\"example\", \"invoice_date\":\"example\", \"seller_name\":\"example\", \"seller_address\":\"example\",
\"seller_taxid\":\"example\", \"seller_iban\":\"example\", \"client_name\":\"example\", \"client_address\":\"example\",
\"client_taxid\":\"example\", \"invoice_items\":[{\"description\":\"example\", \"quantity\":0.00, \"net_price\":0.00,
\"net_worth\":0.00, \"vat\":\"example\", \"gross_worth\":0.00}], \"invoice_summary\":[{\"net_worth\":0.00, \"vat\":0.00, \"gross_worth\":0.00}]}"
--agent "sparrow-parse" --debug --options huggingface --options katanaml/sparrow-qwen2-vl-7b --file-path "/Users/andrejb/infra/shared/katana-git/sparrow/sparrow-ml/llm/data/invoice_1.jpg"

{
  "invoice_no": "61356291",
  "invoice_date": "09/06/2012",
  "seller_name": "Chapman, Kim and Green",
  "seller_address": "64731 James Branch, Smithmouth, NC 26872",
  "seller_taxid": "949-84-9105",
  "seller_iban": "GB50ACIE59715038217063",
  "client_name": "Rodriguez-Stevens",
  "client_address": "2280 Angela Plain, Hortonshire, MS 93248",
  "client_taxid": "939-98-8477",
  "invoice_items": [
    {
      "description": "Wine Glasses Goblets Pair Clear Glass",
      "quantity": 5.0,
      "net_price": 12.0,
      "net_worth": 60.0,
      "vat": "10%",
      "gross_worth": 66.0
    },
    {
      "description": "With Hooks Stemware Storage Multiple Uses Iron Wine Rack Hanging Glass",
      "quantity": 4.0,
      "net_price": 28.08,
      "net_worth": 112.32,
      "vat": "10%",
      "gross_worth": 123.55
    },
    {
      "description": "Replacement Corkscrew Parts Spiral Worm Wine Opener Bottle Houdini",
      "quantity": 1.0,
      "net_price": 7.5,
      "net_worth": 7.5,
      "vat": "10%",
      "gross_worth": 8.25
    },
    {
      "description": "HOME ESSENTIALS GRADIENT STEMLESS WINE GLASSES SET OF 4 20 FL OZ (591 ml) NEW",
      "quantity": 1.0,
      "net_price": 12.99,
      "net_worth": 12.99,
      "vat": "10%",
      "gross_worth": 14.29
    }
  ],
  "invoice_summary": [
    {
      "net_worth": 192.81,
      "vat": 19.28,
      "gross_worth": 212.09
    }
  ]
}

Time to retrieve answer: 47.84319644900097


./sparrow.sh "[{\"instrument_name\":\"example\", \"valuation\":0}]" --agent "sparrow-parse" --debug --options huggingface
--options katanaml/sparrow-qwen2-vl-7b --file-path "/Users/andrejb/Documents/work/epik/bankstatement/bonds_table.png"

[
  {
    "instrument_name": "UNITS BLACKROCK FIX INC DUB FDS PLC ISHS EUR INV GRD CP BD IDX/INST/E",
    "valuation": 19049
  },
  {
    "instrument_name": "UNITS ISHARES III PLC CORE EUR GOVT BOND UCITS ETF/EUR",
    "valuation": 83488
  },
  {
    "instrument_name": "UNITS ISHARES III PLC EUR CORP BOND 1-5YR UCITS ETF/EUR",
    "valuation": 213030
  },
  {
    "instrument_name": "UNIT ISHARES VI PLC/JP MORGAN USD E BOND EUR HED UCITS ETF DIST/HDGD/",
    "valuation": 32774
  },
  {
    "instrument_name": "UNITS XTRACKERS II SICAV/EUR HY CORP BOND UCITS ETF/-1D-/DISTR.",
    "valuation": 23643
  }
]

Time to retrieve answer: 22.78700271800335