[Note: outputs are rendered using mathpix-markdown-it]
Math and text
Request
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"include_latex": true
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request image
rendered(response.text)
Perform the indicated operation and simplify.
3)
3)
response
{
"confidence": 0.9942260226265052,
"confidence_rate": 0.9942999454546179,
"data": [
{
"type": "asciimath",
"value": "(2p-2)/(p)-:(4p-4)/(9p^(2))"
},
{
"type": "latex",
"value": "\\frac{2 p-2}{p} \\div \\frac{4 p-4}{9 p^{2}}"
}
],
"html": "<div>Perform the indicated operation and simplify.<br>\n3) <span class=\"math-inline \" >\n<asciimath style=\"display: none;\">(2p-2)/(p)-:(4p-4)/(9p^(2))</asciimath><latex style=\"display: none\">\\frac{2 p-2}{p} \\div \\frac{4 p-4}{9 p^{2}}</latex></span></div>\n",
"text": "Perform the indicated operation and simplify.\n3) \\( \\frac{2 p-2}{p} \\div \\frac{4 p-4}{9 p^{2}} \\)"
}
response.html
<div>
Perform the indicated operation and simplify.<br/>
3)
<span class="math-inline ">
<asciimath style="display: none;">(2p-2)/(p)-:(4p-4)/(9p^(2))</asciimath>
<latex style="display: none">\frac{2 p-2}{p} \div \frac{4 p-4}{9 p^{2}}</latex>
</span>
</div>
Handwritten text
request
{
"src": "https://mathpix.com/examples/hw_text_0.jpg",
"formats": ["text", "html"]
}
request image
rendered(response.text)
Powered by:
- Machine learning
- deep learning
- computer vision
- big data
response
{
"confidence": 0.7723938592332265,
"confidence_rate": 0.8613839302240724,
"html": "<div>Powered by:</div>\n<ul>\n<li>Machine learning</li>\n<li>deep learning</li>\n<li>computer vision</li>\n<li>big data</li>\n</ul>\n",
"text": "Powered by:\n- Machine learning\n- deep learning\n- computer vision\n- big data"
}
response.html
<div>
<div>Powered by:</div>
<ul>
<li>Machine learning</li>
<li>deep learning</li>
<li>computer vision</li>
<li>big data</li>
</ul>
</div>
Multiple choice question
request
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"include_asciimath": true
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request image
rendered(response.text)
-
and are unimodular complex numbers that satisfy then the value of is
(a) 10
(b) 11
(c) 12
(d) 13
response.json
{
"confidence": 0.9110662494831634,
"confidence_rate": 0.9488863482674147,
"data": [
{
"type": "asciimath",
"value": "z_(1)"
},
{
"type": "asciimath",
"value": "z_(2)"
},
{
"type": "asciimath",
"value": "z_(1)^(2)+z_(2)^(2)=4"
},
{
"type": "asciimath",
"value": "((z_(1)+ bar(z)_(1))^(2)+(z_(2)+ bar(z)_(2))^(2))/(2)"
}
],
"html": "<ol start=\"11\">\n<li><span class=\"math-inline \" >\n<asciimath style=\"display: none;\">z_(1)</asciimath></span> and <span class=\"math-inline \" >\n<asciimath style=\"display: none;\">z_(2)</asciimath></span> are unimodular complex numbers that satisfy <span class=\"math-inline \" >\n<asciimath style=\"display: none;\">z_(1)^(2)+z_(2)^(2)=4</asciimath></span> then the value of <span class=\"math-inline \" >\n<asciimath style=\"display: none;\">((z_(1)+ bar(z)_(1))^(2)+(z_(2)+ bar(z)_(2))^(2))/(2)</asciimath></span> is<br>\n(a) 10<br>\n(b) 11<br>\n\u00a9 12<br>\n(d) 13</li>\n</ol>\n",
"text": "11. \\( z_{1} \\) and \\( z_{2} \\) are unimodular complex numbers that satisfy \\( z_{1}^{2}+z_{2}^{2}=4 \\) then the value of \\( \\frac{\\left(z_{1}+\\bar{z}_{1}\\right)^{2}+\\left(z_{2}+\\bar{z}_{2}\\right)^{2}}{2} \\) is\n(a) 10\n(b) 11\n(c) 12\n(d) 13"
}
response.text
11. \( z_{1} \) and \( z_{2} \) are unimodular complex numbers that satisfy \( z_{1}^{2}+z_{2}^{2}=4 \) then the value of \( \frac{\left(z_{1}+\bar{z}_{1}\right)^{2}+\left(z_{2}+\bar{z}_{2}\right)^{2}}{2} \) is
(a) 10
(b) 11
(c) 12
(d) 13
response.html
<ol start="11">
<li>
<span class="math-inline ">
<asciimath style="display: none;">z_(1)</asciimath>
<latex style="display: none">z_{1}</latex>
</span>
and
<span class="math-inline ">
<asciimath style="display: none;">z_(2)</asciimath>
<latex style="display: none">z_{2}</latex>
</span>
are unimodular complex numbers that satisfy
<span class="math-inline ">
<asciimath style="display: none;">z_(1)^(2)+z_(2)^(2)=4</asciimath>
<latex style="display: none">z_{1}^{2}+z_{2}^{2}=4</latex>
</span>
then the value of
<span class="math-inline ">
<asciimath style="display: none;">((z_(1)+ bar(z)_(1))^(2)+(z_(2)+ bar(z)_(2))^(2))/(2)</asciimath>
<latex style="display: none">\frac{\left(z_{1}+\bar{z}_{1}\right)^{2}+\left(z_{2}+\bar{z}_{2}\right)^{2}}{2}</latex>
</span>
is<br/>
(a) 10<br/>
(b) 11<br/>
(c) 12<br/>
(d) 13
</li>
</ol>
Standalone equation
request
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"include_asciimath": true,
"include_latex": true
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request image
rendered(response.text)
response
{
"confidence": 0.9982182085336344,
"confidence_rate": 0.9982182085336344,
"data": [
{
"type": "asciimath",
"value": "lim_(x rarr3)((x^(2)+9)/(x-3))"
},
{
"type": "latex",
"value": "\\lim _{x \\rightarrow 3}\\left(\\frac{x^{2}+9}{x-3}\\right)"
}
],
"html": "<div><span class=\"math-inline \" >\n<asciimath style=\"display: none;\">lim_(x rarr3)((x^(2)+9)/(x-3))</asciimath><latex style=\"display: none\">\\lim _{x \\rightarrow 3}\\left(\\frac{x^{2}+9}{x-3}\\right)</latex></span></div>\n",
"text": "\\( \\lim _{x \\rightarrow 3}\\left(\\frac{x^{2}+9}{x-3}\\right) \\)"
}
Block mode math
Block mode math when mixed with text is represented using
\[ ... \] delimiters.request
{
"src": "https://mathpix.com/examples/block_math_0.jpg",
}
request image
rendered(response.text)
We first verify the result for
response
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"auto_rotate_confidence": 0.0004953074438702743,
"auto_rotate_degrees": 0,
"confidence": 0.5302130355194095,
"confidence_rate": 0.7655196701192286,
"text": "We first verify the result for \\( X=\\mathbb{I}_{A} \\) (indicator function) where \\( A \\in \\mathscr{G} . \\) In this case\n\\[\n\\begin{aligned}\n\\int_{B} \\mathbb{I}_{A} E(Y \\mid \\mathscr{G}) d \\mathbb{P} &=\\int_{A \\cap B} E(Y \\mid \\mathscr{G}) d \\mathbb{P} \\\\\n&=\\int_{A \\cap B} Y d \\mathbb{P} \\\\\n&=\\int_{B} \\mathbb{I}_{A} Y d \\mathbb{P}\n\\end{aligned}\n\\]"
}
System of equations
request
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request image
rendered(response.text)
response
{
"confidence": 0.9960272582188906,
"confidence_rate": 0.9960272582188906,
"data": [
{
"type": "asciimath",
"value": "{[2x+8y=21],[6x-4y=14]:}"
},
{
"type": "latex",
"value": "\\left\\{\\begin{array}{l}2 x+8 y=21 \\\\ 6 x-4 y=14\\end{array}\\right."
}
],
"html": "<div><span class=\"math-inline \" >\n<asciimath style=\"display: none;\">{[2x+8y=21],[6x-4y=14]:}</asciimath><latex style=\"display: none\">\\left\\{\\begin{array}{l}2 x+8 y=21 \\\\ 6 x-4 y=14\\end{array}\\right.</latex></span></div>\n",
"text": "\\( \\left\\{\\begin{array}{l}2 x+8 y=21 \\\\ 6 x-4 y=14\\end{array}\\right. \\)"
}
response.html
<div>
<span class="math-inline ">
<asciimath style="display: none;">{[2x+8y=21],[6x-4y=14]:}</asciimath>
<latex style="display: none">\left\{\begin{array}{l}2 x+8 y=21 \\ 6 x-4 y=14\end{array}\right.</latex>
</span>
</div>
Tables
request
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"include_tsv": true,
"include_table_html": true,
"include_latex": true
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request image
rendered(response.text)
|
|
|
| 20 | 12.4 |
| 30 | 24.8 |
| 40 | 49.6 |
| 50 | 99.2 |
| 60 | 198.4 |
| 70 | 396.8 |
| 80 | 793.6 |
response
{
"confidence": 0.6581662076606053,
"confidence_rate": 0.6581662076606053,
"data": [
{
"type": "html",
"value": "<table id=\"tabular\">\n<tbody>\n<tr style=\"border-top: none !important; border-bottom: none !important;\">\n<td style=\"text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-b
ottom-style: solid !important; border-bottom-width: 1px !important; border-top-style: solid !important; border-top-width: 1px !important; width: auto; vertical-align: middle; \"><span class=\"math-inline \">\n<latex style=\"display: none\">x</latex></span></td>\n<td style=\"text-align: center; border-right-style: sol
id !important; border-right-width: 1px !important; border-bottom-style: solid !important; border-bottom-width: 1px !important; border-top-style: solid !important; border-top-width: 1px !important; width: auto; vertical-align: middle; \"><span class=\"math-inline \">\n<latex style=\"display: none\">y</latex></span></td>\n</tr>\n<tr style=\"border-top: none !important; border-bottom: none !important;\">\n<td style=\"text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !im
portant; width: auto; vertical-align: middle; \">20</td>\n<td style=\"text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">12.4</td>\n</tr>\n<tr style=\"border-top: none !impor
tant; border-bottom: none !important;\">\n<td style=\"text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">30</td>\n<td style=\"text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">24.8</td>\n</tr>\n<tr style=\"border-top: none !important; border-bottom: none !important;\">\n<td
style=\"text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">40</td>\n<td style=\"text-align: center; bo
rder-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">49.6</td>\n</tr>\n<tr style=\"border-top: none !important; border-bottom: none !important;\">\n<td style=\"text-align: center; border-left-style:
solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">50</td>\n<td style=\"text-align: center; border-right-style: solid !important; border-rig
ht-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">99.2</td>\n</tr>\n<tr style=\"border-top: none !important; border-bottom: none !important;\">\n<td style=\"text-align: center; border-left-style: solid !important; border-left-width: 1px !imp
ortant; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">60</td>\n<td style=\"text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none
!important; border-top: none !important; width: auto; vertical-align: middle; \">198.4</td>\n</tr>\n<tr style=\"border-top: none !important; border-bottom: none !important;\">\n<td style=\"text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important;
border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">70</td>\n<td style=\"text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; widt
h: auto; vertical-align: middle; \">396.8</td>\n</tr>\n<tr style=\"border-top: none !important; border-bottom: none !important;\">\n<td style=\"text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-b
ottom-style: solid !important; border-bottom-width: 1px !important; border-top: none !important; width: auto; vertical-align: middle; \">80</td>\n<td style=\"text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom-style: solid !important; border-bottom-width: 1px !i
mportant; border-top: none !important; width: auto; vertical-align: middle; \">793.6</td>\n</tr>\n</tbody>\n</table>"
},
{
"type": "tsv",
"value": "\\( x \\)\t\\( y \\)\n20\t12.4\n30\t24.8\n40\t49.6\n50\t99.2\n60\t198.4\n70\t396.8\n80\t793.6"
},
{
"type": "latex",
"value": "x"
},
{
"type": "latex",
"value": "y"
}
],
"html": "<div class=\"table_tabular \" style=\"text-align: center\">\n<table id=\"tabular\">\n<tbody>\n<tr style=\"border-top: none !important; border-bottom: none !important;\">\n<td style=\"text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !imp
ortant; border-right-width: 1px !important; border-bottom-style: solid !important; border-bottom-width: 1px !important; border-top-style: solid !important; border-top-width: 1px !important; width: auto; vertical-align: middle; \"><span class=\"math-inline \" >\n<latex style=\"display: none\">x</latex></span></td>\n<
td style=\"text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom-style: solid !important; border-bottom-width: 1px !important; border-top-style: solid !important; border-top-width: 1px !important; width: auto; vertical-align: middle; \"><span class=\"math-inline
\" >\n<latex style=\"display: none\">y</latex></span></td>\n</tr>\n<tr style=\"border-top: none !important; border-bottom: none !important;\">\n<td style=\"text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">20</td>\n<td style=\"text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle;
\">12.4</td>\n</tr>\n<tr style=\"border-top: none !important; border-bottom: none !important;\">\n<td style=\"text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top
: none !important; width: auto; vertical-align: middle; \">30</td>\n<td style=\"text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">24.8</td>\n</tr>\n<tr style=\"border-top: n
one !important; border-bottom: none !important;\">\n<td style=\"text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align
: middle; \">40</td>\n<td style=\"text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">49.6</td>\n</tr>\n<tr style=\"border-top: none !important; border-bottom: none !important
;\">\n<td style=\"text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">50</td>\n<td style=\"text-align:
center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">99.2</td>\n</tr>\n<tr style=\"border-top: none !important; border-bottom: none !important;\">\n<td style=\"text-align: center; border-l
eft-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">60</td>\n<td style=\"text-align: center; border-right-style: solid !important;
border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">198.4</td>\n</tr>\n<tr style=\"border-top: none !important; border-bottom: none !important;\">\n<td style=\"text-align: center; border-left-style: solid !important; border-left-widt
h: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">70</td>\n<td style=\"text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bo
ttom: none !important; border-top: none !important; width: auto; vertical-align: middle; \">396.8</td>\n</tr>\n<tr style=\"border-top: none !important; border-bottom: none !important;\">\n<td style=\"text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid
!important; border-right-width: 1px !important; border-bottom-style: solid !important; border-bottom-width: 1px !important; border-top: none !important; width: auto; vertical-align: middle; \">80</td>\n<td style=\"text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bot
tom-style: solid !important; border-bottom-width: 1px !important; border-top: none !important; width: auto; vertical-align: middle; \">793.6</td>\n</tr>\n</tbody>\n</table>\n<tsv style=\"display: none\">\\( x \\)\t\\( y \\)\n20\t12.4\n30\t24.8\n40\t49.6\n50\t99.2\n60\t198.4\n70\t396.8\n80\t793.6</tsv></div>\n",
"text": "\\begin{tabular}{|c|c|}\n\\hline\\( x \\) & \\( y \\) \\\\\n\\hline 20 & 12.4 \\\\\n30 & 24.8 \\\\\n40 & 49.6 \\\\\n50 & 99.2 \\\\\n60 & 198.4 \\\\\n70 & 396.8 \\\\\n80 & 793.6 \\\\\n\\hline\n\\end{tabular}"
}
response.html
<div class="table_tabular " style="text-align: center">
<table id="tabular">
<tbody>
<tr style="border-top: none !important; border-bottom: none !important;">
<td style="text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom-style: solid !important; border-bottom-width: 1px !important; border-top-style: solid !important; border-top-width: 1px !important; width: auto; vertical-align: middle; ">
<span class="math-inline " >
<latex style="display: none">x</latex>
</span>
</td>
<td style="text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom-style: solid !important; border-bottom-width: 1px !important; border-top-style: solid !important; border-top-width: 1px !important; width: auto; vertical-align: middle; ">
<span class="math-inline " >
<latex style="display: none">y</latex>
</span>
</td>
</tr>
<tr style="border-top: none !important; border-bottom: none !important;">
<td style="text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; ">20</td>
<td style="text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; ">12.4</td>
</tr>
<tr style="border-top: none !important; border-bottom: none !important;">
<td style="text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; ">30</td>
<td style="text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; ">24.8</td>
</tr>
<tr style="border-top: none !important; border-bottom: none !important;">
<td style="text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; ">40</td>
<td style="text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; ">49.6</td>
</tr>
<tr style="border-top: none !important; border-bottom: none !important;">
<td style="text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; ">50</td>
<td style="text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; ">99.2</td>
</tr>
<tr style="border-top: none !important; border-bottom: none !important;">
<td style="text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; ">60</td>
<td style="text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; ">198.4</td>
</tr>
<tr style="border-top: none !important; border-bottom: none !important;">
<td style="text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; ">70</td>
<td style="text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom: none !important; border-top: none !important; width: auto; vertical-align: middle; ">396.8</td>
</tr>
<tr style="border-top: none !important; border-bottom: none !important;">
<td style="text-align: center; border-left-style: solid !important; border-left-width: 1px !important; border-right-style: solid !important; border-right-width: 1px !important; border-bottom-style: solid !important; border-bottom-width: 1px !important; border-top: none !important; width: auto; vertical-align: middle; ">80</td>
<td style="text-align: center; border-right-style: solid !important; border-right-width: 1px !important; border-bottom-style: solid !important; border-bottom-width: 1px !important; border-top: none !important; width: auto; vertical-align: middle; ">793.6</td>
</tr>
</tbody>
</table>
<tsv style="display: none">\( x \) \( y \)
20 12.4
30 24.8
40 49.6
50 99.2
60 198.4
70 396.8
80 793.6
</tsv>
</div>
response.data[1].value
\( x \) \( y \)
20 12.4
30 24.8
40 49.6
50 99.2
60 198.4
70 396.8
80 793.6
Digital ink (math)
request
{
"strokes": {
"strokes": {
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}
},
"formats": ["text", "html"],
"data_options": {
"include_latex": true
}
}
request strokes visualization
rendered(response.text)
response
{
"confidence": 0.997059396020232,
"confidence_rate": 0.997059396020232,
"html": "<div><span class=\"math-inline \" >\n<latex style=\"display: none\">x=\\frac{-b \\pm \\sqrt{b^{2}-4 a c}}{2 a}</latex></span></div>\n",
"text": "\\( x=\\frac{-b \\pm \\sqrt{b^{2}-4 a c}}{2 a} \\)"
}
response.html
<div>
<span class=\"math-inline \" >
<latex style=\"display: none\">x=\\frac{-b \\pm \\sqrt{b^{2}-4 a c}}{2 a}</latex>
</span>
</div>
request
{
"strokes": {
"strokes": {
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}
},
"formats": ["text", "html"],
"data_options": {
"include_latex": true
}
}
request strokes visualization
rendered(response.text)
response
{
"confidence": 0.9996910757822348,
"confidence_rate": 0.9998140598123048,
"html": "<div><span class=\"math-inline \" >\n<latex style=\"display: none\">y=m x+b</latex></span><br>\n<span class=\"math-inline \" >\n<latex style=\"display: none\">x=y^{2}-1</latex></span></div>\n",
"text": "\\( y=m x+b \\)\n\\( x=y^{2}-1 \\)"
}
response.html
<div>
<span class=\"math-inline \" >
<latex style=\"display: none\">y=m x+b</latex>
</span>
<br>
<span class=\"math-inline \" >
<latex style=\"display: none\">x=y^{2}-1</latex>
</span>
</div>
Diagrams
Diagrams are localized and included in
line_data but do not generate OCR results.request
{
"src": "https://mathpix.com/examples/text_with_diagram.png",
"formats": ["html"],
"include_line_data": true,
"data_options": {
"include_asciimath": true,
"include_mathml": true
}
}
request image
response
{
"confidence": 0.651358435330524,
"confidence_rate": 0.651358435330524,
"html": "<div>Equivalent resistance between points <span class=\"math-inline \"><mathml style=\"display: none\"><math xmlns=\"http://www.w3.org/1998/Math/MathML\">\n <mrow>\n <mi mathvariant=\"normal\">A</mi>\n </mrow>\n <mi mathvariant=\"normal\">&</mi>\n <mrow>\n <mi mathvariant=\"normal\">B</mi>\n </mrow>\n</math></mathml><asciimath style=\"display: none;\">A&B</asciimath></span> in the adjacent circuit is</div>\n",
"line_data": [
{
"type": "text",
"cnt": [
[
859,
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],
[
739,
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],
[
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],
[
-2,
66
],
[
0,
34
],
[
739,
52
],
[
859,
63
]
],
"included": true,
"text": "Equivalent resistance between points \\( \\mathrm{A} \\& \\mathrm{B} \\) in the adjacent circuit is",
"after_hyphen": false,
"confidence": 0.651358435330524,
"confidence_rate": 0.9948483133235457,
"html": "<div>Equivalent resistance between points <span class=\"math-inline \"><mathml style=\"display: none\"><math xmlns=\"http://www.w3.org/1998/Math/MathML\">\n <mrow>\n <mi mathvariant=\"normal\">A</mi>\n </mrow>\n <mi mathvariant=\"normal\">&</mi>\n <mrow>\n <mi mathvariant=\"normal\">B</mi>\n </mrow>\n</math></mathml><asciimath style=\"display: none;\">A&B</asciimath></span> in the adjacent circuit is</div>\n"
},
{
"type": "diagram",
"cnt": [
[
654,
244
],
[
651,
683
],
[
7,
678
],
[
11,
238
]
],
"included": false,
"error_id": "image_not_supported"
}
]
}
rendered(response.text)
Equivalent resistance between points
Chemistry diagrams
Chemistry diagrams are treated just like other diagrams, except they also include a text field
subtype in line_data which is equal to chemistry (see here for docs).Like diagrams, they do not generate OCR results at the present time, unless you enable experimental chemistry OCR support via the
include_smiles parameter (see next section).request
{
"src": "https://mathpix.com/examples/chemistry_caffeine.png",
"include_line_data": true
}
request image
response
{
"is_printed": true,
"is_handwritten": false,
"error": "Content not found",
"error_info": {
"id": "image_no_content",
"message": "Content not found"
},
"line_data": [
{
"type": "diagram",
"cnt": [
[
434,
306
],
[
27,
306
],
[
27,
-2
],
[
434,
0
]
],
"included": false,
"subtype": "chemistry",
"error_id": "image_not_supported"
}
]
}
Chemistry diagram OCR
To enable experimental chemistry diagram OCR, simply include the
include_smiles parameter in the body of the request. The Mathpix Markdown syntax <smiles>...</smiles> we provide uses SMILES (Simplified molecular-input line-entry system). To learn more about SMILES:Note that SMILES is compatible with all major chemistry software.
You can additionally use the
include_inchi parameter to include InChI data as XML attributes inside <smiles> elements, for examples <smiles inchi="..." inchikey="...">...</smiles>.request
{
"src": "https://mathpix.com/examples/chemistry_caffeine.png",
"include_line_data": true,
"include_smiles": true,
"include_inchi": true
}
request image
response
{
"request_id": "dbf6fa62120fc703735c9bffd1f793c5",
"is_printed": true,
"is_handwritten": false,
"auto_rotate_confidence": 0.00038579112517922454,
"auto_rotate_degrees": 0,
"confidence": 0.5630934028128729,
"confidence_rate": 0.5630934028128729,
"text": "<smiles inchi=\"InChI=1S/C8H10N4O2/c1-10-4-9-6-5(10)7(13)12(3)8(14)11(6)2/h4H,1-3H3\" inchi_key=\"RYYVLZVUVIJVGH-UHFFFAOYSA-N\">Cn1c(=O)c2c(ncn2C)n(C)c1=O</smiles>",
"line_data": [
{
"type": "diagram",
"cnt": [
[
436,
308
],
[
32,
308
],
[
32,
0
],
[
436,
0
]
],
"included": true,
"subtype": "chemistry",
"text": "\n<smiles>Cn1c(=O)c2c(ncn2C)n(C)c1=O</smiles>",
"after_hyphen": false,
"confidence": 0.5630934028128729,
"confidence_rate": 0.9796978580652379
}
]
}
rendered(response)
InChIKey
RYYVLZVUVIJVGH-UHFFFAOYSA-N
InChIKey values are convenient for searching online chemical databases, for example see:
limitations
- does not support chemical reactions
- struggles with huge molecules
Triangle diagrams
Geometry diagrams are treated just like other diagrams, except they also include a text field
subtype in line_data which is equal to triangle (see here for docs). Like chemistry, they do not generate OCR results at the present time.request
{
"src": "https://mathpix.com/examples/triangle_0.jpg",
"include_line_data": true
}
request image
response
{
"is_printed": true,
"is_handwritten": false,
"auto_rotate_confidence": 0.007725002452811935,
"auto_rotate_degrees": 0,
"error": "Content not found",
"error_info": {
"id": "image_no_content",
"message": "Content not found"
},
"line_data": [
{
"type": "diagram",
"cnt": [
[
339,
343
],
[
31,
343
],
[
31,
1
],
[
339,
1
]
],
"included": false,
"subtype": "triangle",
"error_id": "image_not_supported"
}
]
}
Triangle diagram OCR
To enable triangle diagram OCR, include the
include_geometry_data parameter in the main body of the request.request
{
"src": "https://mathpix.com/examples/triangle_0.jpg",
"include_geometry_data": true
}
request image
response
{
"is_printed": true,
"is_handwritten": false,
"auto_rotate_confidence": 0.03240217728347261,
"auto_rotate_degrees": 0,
"geometry_data": [
{
"position": {
"top_left_x": 183,
"top_left_y": 3,
"height": 344,
"width": 309
},
"shape_list": [
{
"type": "triangle",
"vertex_list": [
{
"x": 218,
"y": 46,
"edge_list": [
1,
2
]
},
{
"x": 218,
"y": 314,
"edge_list": [
0,
2
]
},
{
"x": 456,
"y": 314,
"edge_list": [
0,
1
]
}
]
}
],
"label_list": [
{
"position": {
"top_left_x": 198,
"top_left_y": 7,
"height": 24,
"width": 22
},
"text": "\\( A \\)",
"latex": "A",
"confidence": 0.99951171875,
"confidence_rate": 0.99951171875
},
{
"position": {
"top_left_x": 228,
"top_left_y": 78,
"height": 20,
"width": 14
},
"text": "\\( ? \\)",
"latex": "?",
"confidence": 0.96923828125,
"confidence_rate": 0.96923828125
},
{
"position": {
"top_left_x": 349,
"top_left_y": 154,
"height": 21,
"width": 16
},
"text": "6",
"latex": "6",
"confidence": 0.99951171875,
"confidence_rate": 0.99951171875
},
{
"position": {
"top_left_x": 189,
"top_left_y": 318,
"height": 24,
"width": 23
},
"text": "\\( C \\)",
"latex": "C",
"confidence": 0.837890625,
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},
{
"position": {
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"height": 20,
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},
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"confidence": 1,
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},
{
"position": {
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"height": 22,
"width": 22
},
"text": "\\( B \\)",
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"confidence": 0.99072265625,
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}
]
}
]
}
rendered(response.geometry_data)
Visualization of the label and vertex predictions:
Line data
request
{
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"formats": ["html"],
"include_line_data": true,
"data_options": {
"include_asciimath": true,
"include_latex": true
}
}
request image
rendered(response.line_data[:].cnt)
This image the contours returned in the
line_data field:
response
{
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],
"included": true,
"text": "Given that-",
"after_hyphen": false,
"confidence": 0.9398651123046875,
"confidence_rate": 0.996560433820066,
"html": "<div>Given that-</div>\n"
},
{
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"confidence": 1,
"confidence_rate": 1,
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{
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],
"included": true,
"text": "\n\\( \\Rightarrow \\frac{x}{y}=\\frac{0.05}{1.5}=\\frac{5 \\times 10}{100 \\times 15} \\)",
"after_hyphen": false,
"confidence": 1,
"confidence_rate": 1,
"html": "<div><span class=\"math-inline \">\n<asciimath style=\"display: none;\">=>(x)/(y)=(0.05)/(1.5)=(5xx10)/(100 xx15)</asciimath><latex style=\"display: none\">\\Rightarrow \\frac{x}{y}=\\frac{0.05}{1.5}=\\frac{5 \\times 10}{100 \\times 15}</latex></span></div>\n"
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{
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"text": "\n\\( \\therefore \\frac{x}{y}=\\frac{1}{30} \\)",
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{
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"text": "\n\\( \\therefore \\frac{y-x}{y+x}=\\frac{30-1}{30+1}=\\frac{29}{31}=0.935 \\)",
"after_hyphen": false,
"confidence": 0.99462890625,
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"html": "<div><span class=\"math-inline \">\n<asciimath style=\"display: none;\">:.(y-x)/(y+x)=(30-1)/(30+1)=(29)/(31)=0.935</asciimath><latex style=\"display: none\">\\therefore \\frac{y-x}{y+x}=\\frac{30-1}{30+1}=\\frac{29}{31}=0.935</latex></span></div>\n"
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}
rendered(response.text)
Given that-