Spaces:
Sleeping
Sleeping
Synced repo using 'sync_with_huggingface' Github Action
Browse files- .idea/inspectionProfiles/profiles_settings.xml +6 -0
- .idea/misc.xml +4 -0
- .idea/modules.xml +8 -0
- .idea/question_from_pdf.iml +10 -0
- LICENSE +201 -0
- __pycache__/custom_prompt.cpython-310.pyc +0 -0
- __pycache__/gpt.cpython-310.pyc +0 -0
- __pycache__/parsing.cpython-310.pyc +0 -0
- app.py +127 -0
- custom_prompt.py +66 -0
- gpt.py +14 -0
- parsing.py +11 -0
- physigen.png +0 -0
- requirements.txt +0 -0
- venv/.nonadmin +0 -0
- venv/conda-meta/history +3 -0
.idea/inspectionProfiles/profiles_settings.xml
ADDED
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
<component name="InspectionProjectProfileManager">
|
2 |
+
<settings>
|
3 |
+
<option name="USE_PROJECT_PROFILE" value="false" />
|
4 |
+
<version value="1.0" />
|
5 |
+
</settings>
|
6 |
+
</component>
|
.idea/misc.xml
ADDED
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
1 |
+
<?xml version="1.0" encoding="UTF-8"?>
|
2 |
+
<project version="4">
|
3 |
+
<component name="ProjectRootManager" version="2" project-jdk-name="Python 3.10 (question_from_pdf)" project-jdk-type="Python SDK" />
|
4 |
+
</project>
|
.idea/modules.xml
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
<?xml version="1.0" encoding="UTF-8"?>
|
2 |
+
<project version="4">
|
3 |
+
<component name="ProjectModuleManager">
|
4 |
+
<modules>
|
5 |
+
<module fileurl="file://$PROJECT_DIR$/.idea/question_from_pdf.iml" filepath="$PROJECT_DIR$/.idea/question_from_pdf.iml" />
|
6 |
+
</modules>
|
7 |
+
</component>
|
8 |
+
</project>
|
.idea/question_from_pdf.iml
ADDED
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
<?xml version="1.0" encoding="UTF-8"?>
|
2 |
+
<module type="PYTHON_MODULE" version="4">
|
3 |
+
<component name="NewModuleRootManager">
|
4 |
+
<content url="file://$MODULE_DIR$">
|
5 |
+
<excludeFolder url="file://$MODULE_DIR$/venv" />
|
6 |
+
</content>
|
7 |
+
<orderEntry type="jdk" jdkName="Python 3.10 (question_from_pdf)" jdkType="Python SDK" />
|
8 |
+
<orderEntry type="sourceFolder" forTests="false" />
|
9 |
+
</component>
|
10 |
+
</module>
|
LICENSE
ADDED
@@ -0,0 +1,201 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
Apache License
|
2 |
+
Version 2.0, January 2004
|
3 |
+
http://www.apache.org/licenses/
|
4 |
+
|
5 |
+
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
|
6 |
+
|
7 |
+
1. Definitions.
|
8 |
+
|
9 |
+
"License" shall mean the terms and conditions for use, reproduction,
|
10 |
+
and distribution as defined by Sections 1 through 9 of this document.
|
11 |
+
|
12 |
+
"Licensor" shall mean the copyright owner or entity authorized by
|
13 |
+
the copyright owner that is granting the License.
|
14 |
+
|
15 |
+
"Legal Entity" shall mean the union of the acting entity and all
|
16 |
+
other entities that control, are controlled by, or are under common
|
17 |
+
control with that entity. For the purposes of this definition,
|
18 |
+
"control" means (i) the power, direct or indirect, to cause the
|
19 |
+
direction or management of such entity, whether by contract or
|
20 |
+
otherwise, or (ii) ownership of fifty percent (50%) or more of the
|
21 |
+
outstanding shares, or (iii) beneficial ownership of such entity.
|
22 |
+
|
23 |
+
"You" (or "Your") shall mean an individual or Legal Entity
|
24 |
+
exercising permissions granted by this License.
|
25 |
+
|
26 |
+
"Source" form shall mean the preferred form for making modifications,
|
27 |
+
including but not limited to software source code, documentation
|
28 |
+
source, and configuration files.
|
29 |
+
|
30 |
+
"Object" form shall mean any form resulting from mechanical
|
31 |
+
transformation or translation of a Source form, including but
|
32 |
+
not limited to compiled object code, generated documentation,
|
33 |
+
and conversions to other media types.
|
34 |
+
|
35 |
+
"Work" shall mean the work of authorship, whether in Source or
|
36 |
+
Object form, made available under the License, as indicated by a
|
37 |
+
copyright notice that is included in or attached to the work
|
38 |
+
(an example is provided in the Appendix below).
|
39 |
+
|
40 |
+
"Derivative Works" shall mean any work, whether in Source or Object
|
41 |
+
form, that is based on (or derived from) the Work and for which the
|
42 |
+
editorial revisions, annotations, elaborations, or other modifications
|
43 |
+
represent, as a whole, an original work of authorship. For the purposes
|
44 |
+
of this License, Derivative Works shall not include works that remain
|
45 |
+
separable from, or merely link (or bind by name) to the interfaces of,
|
46 |
+
the Work and Derivative Works thereof.
|
47 |
+
|
48 |
+
"Contribution" shall mean any work of authorship, including
|
49 |
+
the original version of the Work and any modifications or additions
|
50 |
+
to that Work or Derivative Works thereof, that is intentionally
|
51 |
+
submitted to Licensor for inclusion in the Work by the copyright owner
|
52 |
+
or by an individual or Legal Entity authorized to submit on behalf of
|
53 |
+
the copyright owner. For the purposes of this definition, "submitted"
|
54 |
+
means any form of electronic, verbal, or written communication sent
|
55 |
+
to the Licensor or its representatives, including but not limited to
|
56 |
+
communication on electronic mailing lists, source code control systems,
|
57 |
+
and issue tracking systems that are managed by, or on behalf of, the
|
58 |
+
Licensor for the purpose of discussing and improving the Work, but
|
59 |
+
excluding communication that is conspicuously marked or otherwise
|
60 |
+
designated in writing by the copyright owner as "Not a Contribution."
|
61 |
+
|
62 |
+
"Contributor" shall mean Licensor and any individual or Legal Entity
|
63 |
+
on behalf of whom a Contribution has been received by Licensor and
|
64 |
+
subsequently incorporated within the Work.
|
65 |
+
|
66 |
+
2. Grant of Copyright License. Subject to the terms and conditions of
|
67 |
+
this License, each Contributor hereby grants to You a perpetual,
|
68 |
+
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
|
69 |
+
copyright license to reproduce, prepare Derivative Works of,
|
70 |
+
publicly display, publicly perform, sublicense, and distribute the
|
71 |
+
Work and such Derivative Works in Source or Object form.
|
72 |
+
|
73 |
+
3. Grant of Patent License. Subject to the terms and conditions of
|
74 |
+
this License, each Contributor hereby grants to You a perpetual,
|
75 |
+
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
|
76 |
+
(except as stated in this section) patent license to make, have made,
|
77 |
+
use, offer to sell, sell, import, and otherwise transfer the Work,
|
78 |
+
where such license applies only to those patent claims licensable
|
79 |
+
by such Contributor that are necessarily infringed by their
|
80 |
+
Contribution(s) alone or by combination of their Contribution(s)
|
81 |
+
with the Work to which such Contribution(s) was submitted. If You
|
82 |
+
institute patent litigation against any entity (including a
|
83 |
+
cross-claim or counterclaim in a lawsuit) alleging that the Work
|
84 |
+
or a Contribution incorporated within the Work constitutes direct
|
85 |
+
or contributory patent infringement, then any patent licenses
|
86 |
+
granted to You under this License for that Work shall terminate
|
87 |
+
as of the date such litigation is filed.
|
88 |
+
|
89 |
+
4. Redistribution. You may reproduce and distribute copies of the
|
90 |
+
Work or Derivative Works thereof in any medium, with or without
|
91 |
+
modifications, and in Source or Object form, provided that You
|
92 |
+
meet the following conditions:
|
93 |
+
|
94 |
+
(a) You must give any other recipients of the Work or
|
95 |
+
Derivative Works a copy of this License; and
|
96 |
+
|
97 |
+
(b) You must cause any modified files to carry prominent notices
|
98 |
+
stating that You changed the files; and
|
99 |
+
|
100 |
+
(c) You must retain, in the Source form of any Derivative Works
|
101 |
+
that You distribute, all copyright, patent, trademark, and
|
102 |
+
attribution notices from the Source form of the Work,
|
103 |
+
excluding those notices that do not pertain to any part of
|
104 |
+
the Derivative Works; and
|
105 |
+
|
106 |
+
(d) If the Work includes a "NOTICE" text file as part of its
|
107 |
+
distribution, then any Derivative Works that You distribute must
|
108 |
+
include a readable copy of the attribution notices contained
|
109 |
+
within such NOTICE file, excluding those notices that do not
|
110 |
+
pertain to any part of the Derivative Works, in at least one
|
111 |
+
of the following places: within a NOTICE text file distributed
|
112 |
+
as part of the Derivative Works; within the Source form or
|
113 |
+
documentation, if provided along with the Derivative Works; or,
|
114 |
+
within a display generated by the Derivative Works, if and
|
115 |
+
wherever such third-party notices normally appear. The contents
|
116 |
+
of the NOTICE file are for informational purposes only and
|
117 |
+
do not modify the License. You may add Your own attribution
|
118 |
+
notices within Derivative Works that You distribute, alongside
|
119 |
+
or as an addendum to the NOTICE text from the Work, provided
|
120 |
+
that such additional attribution notices cannot be construed
|
121 |
+
as modifying the License.
|
122 |
+
|
123 |
+
You may add Your own copyright statement to Your modifications and
|
124 |
+
may provide additional or different license terms and conditions
|
125 |
+
for use, reproduction, or distribution of Your modifications, or
|
126 |
+
for any such Derivative Works as a whole, provided Your use,
|
127 |
+
reproduction, and distribution of the Work otherwise complies with
|
128 |
+
the conditions stated in this License.
|
129 |
+
|
130 |
+
5. Submission of Contributions. Unless You explicitly state otherwise,
|
131 |
+
any Contribution intentionally submitted for inclusion in the Work
|
132 |
+
by You to the Licensor shall be under the terms and conditions of
|
133 |
+
this License, without any additional terms or conditions.
|
134 |
+
Notwithstanding the above, nothing herein shall supersede or modify
|
135 |
+
the terms of any separate license agreement you may have executed
|
136 |
+
with Licensor regarding such Contributions.
|
137 |
+
|
138 |
+
6. Trademarks. This License does not grant permission to use the trade
|
139 |
+
names, trademarks, service marks, or product names of the Licensor,
|
140 |
+
except as required for reasonable and customary use in describing the
|
141 |
+
origin of the Work and reproducing the content of the NOTICE file.
|
142 |
+
|
143 |
+
7. Disclaimer of Warranty. Unless required by applicable law or
|
144 |
+
agreed to in writing, Licensor provides the Work (and each
|
145 |
+
Contributor provides its Contributions) on an "AS IS" BASIS,
|
146 |
+
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
|
147 |
+
implied, including, without limitation, any warranties or conditions
|
148 |
+
of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
|
149 |
+
PARTICULAR PURPOSE. You are solely responsible for determining the
|
150 |
+
appropriateness of using or redistributing the Work and assume any
|
151 |
+
risks associated with Your exercise of permissions under this License.
|
152 |
+
|
153 |
+
8. Limitation of Liability. In no event and under no legal theory,
|
154 |
+
whether in tort (including negligence), contract, or otherwise,
|
155 |
+
unless required by applicable law (such as deliberate and grossly
|
156 |
+
negligent acts) or agreed to in writing, shall any Contributor be
|
157 |
+
liable to You for damages, including any direct, indirect, special,
|
158 |
+
incidental, or consequential damages of any character arising as a
|
159 |
+
result of this License or out of the use or inability to use the
|
160 |
+
Work (including but not limited to damages for loss of goodwill,
|
161 |
+
work stoppage, computer failure or malfunction, or any and all
|
162 |
+
other commercial damages or losses), even if such Contributor
|
163 |
+
has been advised of the possibility of such damages.
|
164 |
+
|
165 |
+
9. Accepting Warranty or Additional Liability. While redistributing
|
166 |
+
the Work or Derivative Works thereof, You may choose to offer,
|
167 |
+
and charge a fee for, acceptance of support, warranty, indemnity,
|
168 |
+
or other liability obligations and/or rights consistent with this
|
169 |
+
License. However, in accepting such obligations, You may act only
|
170 |
+
on Your own behalf and on Your sole responsibility, not on behalf
|
171 |
+
of any other Contributor, and only if You agree to indemnify,
|
172 |
+
defend, and hold each Contributor harmless for any liability
|
173 |
+
incurred by, or claims asserted against, such Contributor by reason
|
174 |
+
of your accepting any such warranty or additional liability.
|
175 |
+
|
176 |
+
END OF TERMS AND CONDITIONS
|
177 |
+
|
178 |
+
APPENDIX: How to apply the Apache License to your work.
|
179 |
+
|
180 |
+
To apply the Apache License to your work, attach the following
|
181 |
+
boilerplate notice, with the fields enclosed by brackets "[]"
|
182 |
+
replaced with your own identifying information. (Don't include
|
183 |
+
the brackets!) The text should be enclosed in the appropriate
|
184 |
+
comment syntax for the file format. We also recommend that a
|
185 |
+
file or class name and description of purpose be included on the
|
186 |
+
same "printed page" as the copyright notice for easier
|
187 |
+
identification within third-party archives.
|
188 |
+
|
189 |
+
Copyright [yyyy] [name of copyright owner]
|
190 |
+
|
191 |
+
Licensed under the Apache License, Version 2.0 (the "License");
|
192 |
+
you may not use this file except in compliance with the License.
|
193 |
+
You may obtain a copy of the License at
|
194 |
+
|
195 |
+
http://www.apache.org/licenses/LICENSE-2.0
|
196 |
+
|
197 |
+
Unless required by applicable law or agreed to in writing, software
|
198 |
+
distributed under the License is distributed on an "AS IS" BASIS,
|
199 |
+
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
200 |
+
See the License for the specific language governing permissions and
|
201 |
+
limitations under the License.
|
__pycache__/custom_prompt.cpython-310.pyc
ADDED
Binary file (4.98 kB). View file
|
|
__pycache__/gpt.cpython-310.pyc
ADDED
Binary file (661 Bytes). View file
|
|
__pycache__/parsing.cpython-310.pyc
ADDED
Binary file (547 Bytes). View file
|
|
app.py
ADDED
@@ -0,0 +1,127 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import streamlit as st
|
2 |
+
import parsing
|
3 |
+
from custom_prompt import TexRestructureTemplate,MetadataTemplate
|
4 |
+
import ast
|
5 |
+
from gpt import get_chat_completion
|
6 |
+
|
7 |
+
|
8 |
+
|
9 |
+
def main():
|
10 |
+
st.sidebar.markdown("""
|
11 |
+
<style>
|
12 |
+
[data-testid=stImage]{
|
13 |
+
display: block;
|
14 |
+
margin-top: -20px;
|
15 |
+
margin-left: auto;
|
16 |
+
margin-right: auto;
|
17 |
+
}
|
18 |
+
</style>
|
19 |
+
""", unsafe_allow_html=True)
|
20 |
+
st.sidebar.image(image="physigen.png", width=100)
|
21 |
+
st.sidebar.title('Demo Links')
|
22 |
+
st.sidebar.markdown("[Link-1](https://www.shaalaa.com/question-bank-solutions/a-particle-mass-100-g-kept-surface-uniform-sphere-mass-10-kg-radius-10-cm-newton-s-universal-law-of-gravitation_66992#ref=chapter&id=53499)")
|
23 |
+
st.sidebar.markdown("[Link-2](https://www.shaalaa.com/question-bank-solutions/a-block-mass-2-kg-pushed-against-rough-vertical-wall-force-40-n-coefficient-static-friction-being-05-static-and-kinetic-friction_66797#ref=chapter&id=53300)")
|
24 |
+
st.sidebar.markdown("[Link-3](https://www.shaalaa.com/question-bank-solutions/the-average-separation-between-proton-electron-hydrogen-atom-ground-state-53-10-11-m-a-calculate-coulomb-force-between-them-this-separation-work-done-by-a-constant-force-and-a-variable-force_66339#ref=chapter&id=52831)")
|
25 |
+
st.sidebar.markdown("""
|
26 |
+
<style>
|
27 |
+
.sidebar-text {
|
28 |
+
text-align: justify;
|
29 |
+
font-size: 14px;
|
30 |
+
padding-bottom: 16px;
|
31 |
+
}
|
32 |
+
.list {
|
33 |
+
font-size: 14px !important;
|
34 |
+
}
|
35 |
+
|
36 |
+
</style>
|
37 |
+
|
38 |
+
<div class="sidebar-text">
|
39 |
+
This versatile tool accommodates inputs from URLs.
|
40 |
+
</div>
|
41 |
+
|
42 |
+
<div class="sidebar-text">
|
43 |
+
Contributors:
|
44 |
+
</div>
|
45 |
+
<ul>
|
46 |
+
<li class="list">MR PRADIPTA PATTANAYAK</li>
|
47 |
+
<li class="list">MR LIKHIT NAYAK</li>
|
48 |
+
<li class="list">MR ASHUTOS SAHOO</li>
|
49 |
+
<li class="list">SK SHAHID</li>
|
50 |
+
</ul>
|
51 |
+
""", unsafe_allow_html=True)
|
52 |
+
|
53 |
+
st.sidebar.markdown(
|
54 |
+
"""
|
55 |
+
<style>
|
56 |
+
.copyright {
|
57 |
+
text-align: center;
|
58 |
+
font-size: 14px;
|
59 |
+
}
|
60 |
+
</style>
|
61 |
+
<div class="copyright">
|
62 |
+
© 2023 Physigen
|
63 |
+
</div>
|
64 |
+
""",unsafe_allow_html=True
|
65 |
+
)
|
66 |
+
|
67 |
+
st.title("JEE Main Physics Question Parser")
|
68 |
+
|
69 |
+
# Get the link input from the user
|
70 |
+
link = st.text_input("Enter the link to the JEE Main physics question:")
|
71 |
+
|
72 |
+
if st.button("Submit"):
|
73 |
+
if link:
|
74 |
+
try:
|
75 |
+
ques,ans = parsing.parse(link)
|
76 |
+
print("Checkpoint-1")
|
77 |
+
restructure_prompt = TexRestructureTemplate()
|
78 |
+
q_restruct_prompt = restructure_prompt.format(content=ques)
|
79 |
+
question = get_chat_completion(q_restruct_prompt)
|
80 |
+
print(question)
|
81 |
+
print("Checkpoint-2")
|
82 |
+
meta_data_prompt = MetadataTemplate()
|
83 |
+
metadata_prompt = meta_data_prompt.format(answers=ans)
|
84 |
+
meta_data = get_chat_completion(metadata_prompt)
|
85 |
+
print(meta_data)
|
86 |
+
print("Checkpoint-3")
|
87 |
+
restructure_prompt = TexRestructureTemplate()
|
88 |
+
explanation_restruct_prompt = restructure_prompt.format(content=ans)
|
89 |
+
explanation = get_chat_completion(explanation_restruct_prompt)
|
90 |
+
# print(explanation)
|
91 |
+
# print("Checkpoint-4")
|
92 |
+
meta_data=ast.literal_eval(meta_data)
|
93 |
+
instruction=f'''Generate a {meta_data['metadata']["difficulty"]} difficulty physics question on the topic of {meta_data['metadata']["topic"]},subtopic {meta_data['metadata']["subtopic"]}, that tests {meta_data['metadata']["question_type"]} skills, and test the skills of {' and '.join(meta_data['metadata']["skills_tested"])}'''
|
94 |
+
answer=meta_data['answer']
|
95 |
+
metadata=meta_data['metadata']
|
96 |
+
# print(instruction)
|
97 |
+
# print("--"*20)
|
98 |
+
# print(question)
|
99 |
+
# print("--"*20)
|
100 |
+
# print(answer)
|
101 |
+
# print("--"*20)
|
102 |
+
# print(explanation)
|
103 |
+
# print("--"*20)
|
104 |
+
# print(metadata)
|
105 |
+
output_data = {
|
106 |
+
"instruction": instruction,
|
107 |
+
"question": question,
|
108 |
+
"answer": answer,
|
109 |
+
"explanation": explanation,
|
110 |
+
"metadata": metadata
|
111 |
+
}
|
112 |
+
|
113 |
+
# Display the combined data as JSON
|
114 |
+
st.subheader("Link Result")
|
115 |
+
st.json(output_data)
|
116 |
+
|
117 |
+
except Exception as e:
|
118 |
+
st.error(f"Error: {e}")
|
119 |
+
else:
|
120 |
+
st.warning("Please enter a valid link.")
|
121 |
+
|
122 |
+
|
123 |
+
|
124 |
+
|
125 |
+
if __name__ == "__main__":
|
126 |
+
main()
|
127 |
+
|
custom_prompt.py
ADDED
@@ -0,0 +1,66 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from typing import List
|
2 |
+
import langchain
|
3 |
+
from langchain.prompts import StringPromptTemplate
|
4 |
+
from pydantic import BaseModel
|
5 |
+
from pydantic import v1 as pydantic_v1
|
6 |
+
|
7 |
+
class TexRestructureTemplate(StringPromptTemplate,pydantic_v1.BaseModel):
|
8 |
+
"""A custom prompt template for Restructuring mathematical content with LLM readable."""
|
9 |
+
input_variables: List[str] = ["content"]
|
10 |
+
|
11 |
+
template = '''I have a technical text containing mathematical content that needs to be reformatted for fine-tuning a language model. The text includes mathematical expressions, some embedded HTML tags, and potential typographical errors. Please perform the following tasks to ensure the text is clear, concise, and suitable for fine-tuning:
|
12 |
+
|
13 |
+
1. Remove all HTML tags and present the content in a clean, plain text format.
|
14 |
+
2. Standardize the mathematical notations to be clear and precise. Retain any complex mathematical expressions in a simplified but accurate plain text format. Please ensure that any LaTeX-style notations or complex mathematical symbols are clearly represented in a format that balances readability with technical accuracy.
|
15 |
+
3. Clarify any ambiguous symbols and equations. Ensure all mathematical expressions, especially those involving calculus or advanced mathematics, are correctly represented and easy to interpret in plain text.
|
16 |
+
4. Correct any typographical or formatting errors to maintain the integrity of the mathematical content.
|
17 |
+
|
18 |
+
Here is the text that needs reformatting:{content}
|
19 |
+
|
20 |
+
The reformatted text should be presented directly without additional commentary. It should maintain the technical accuracy of the content, especially the mathematical expressions, for a language model trained on technical and scientific texts.
|
21 |
+
'''
|
22 |
+
|
23 |
+
template_format = "f-string"
|
24 |
+
def format(self, **kwargs):
|
25 |
+
"""Format the prompt."""
|
26 |
+
return self.template.format(**kwargs)
|
27 |
+
|
28 |
+
|
29 |
+
class MetadataTemplate(StringPromptTemplate,pydantic_v1.BaseModel):
|
30 |
+
"""A custom prompt template for getting metadata of the input mathematical content (answers)."""
|
31 |
+
|
32 |
+
input_variables: List[str] = ["answers"]
|
33 |
+
|
34 |
+
template = ''' I have a series of answers to physics questions involving mathematical calculations and concepts. For each answer, I need you to analyze the text, extract the final answer, and categorize the key elements of the question it addresses. Specifically, I require:
|
35 |
+
|
36 |
+
1. Identification and extraction of the final answer from the input text.
|
37 |
+
2. Determination of the physics topic and subtopic based on the content of the answer.
|
38 |
+
3. Assessment of the difficulty level of the question.
|
39 |
+
4. Specification of the question type (e.g., calculation, conceptual understanding).
|
40 |
+
5. Listing of the skills tested and key concepts involved in the question.
|
41 |
+
6. Identification of the key formulae involved in solving the question.
|
42 |
+
7. Classification of the answer type (e.g., numerical, descriptive).
|
43 |
+
|
44 |
+
Please format the output for each answer as follows:
|
45 |
+
- A separate line for the final answer.
|
46 |
+
- A JSON structured output for the metadata, including fields for topic, subtopic, difficulty, question type, skills tested, and key concepts.
|
47 |
+
|
48 |
+
Here are examples to guide you:
|
49 |
+
|
50 |
+
EXAMPLE 1:
|
51 |
+
Input answer text: Given the following: Resistivity of copper, ρ_cu = 1.7 × 10^-8 Ωm, Area of cross-section, A = 0.01 mm^2 = 0.01 × 10^-6 m^2, Required resistance, R = 1 kΩ = 10^3 Ω... l = 0.58 × 10^3 m = 0.6 km.
|
52 |
+
Response: {{"answer": " 0.6 km", "metadata": {{"topic": "Electricity", "subtopic": "Resistivity and Resistance", "difficulty": "Intermediate", "question_type": "Calculation", "skills_tested": ["Problem-solving", "Application of Ohm's Law"], "key_concepts": ["Resistivity", "Ohm's Law", "Calculation of Length"],"formulae_involved": ["Ohm's Law", "Resistivity Formula"],"answer_type": "Numerical"}}
|
53 |
+
|
54 |
+
|
55 |
+
EXAMPLE 2:
|
56 |
+
Input answer text: As per the question, the initial current is denoted as i = i_0 * exp(-t / tau)... i_rms = i_0 / exp(1) * sqrt [(exp(2) - 1) / 2].
|
57 |
+
Response: {{"answer": "i_rms = i_0 / e * sqrt((e^2 - 1) / 2)", "metadata": {{"topic": "Electrodynamics", "subtopic": "LR Circuits", "difficulty": "Medium", "question_type": "Calculation", "skills_tested": ["Analytical Skills", "Mathematical Application"], "key_concepts": ["RMS Current", "Exponential Decay", "Integration"],"formulae_involved": ["Root Mean Square (RMS) Calculation", "Exponential Decay Formula"],"answer_type": "Numerical"}}
|
58 |
+
|
59 |
+
Now, here is the input answer text for analysis: {answers}
|
60 |
+
|
61 |
+
'''
|
62 |
+
|
63 |
+
template_format = "f-string"
|
64 |
+
def format(self, **kwargs):
|
65 |
+
"""Format the prompt."""
|
66 |
+
return self.template.format(**kwargs)
|
gpt.py
ADDED
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import openai
|
2 |
+
openai.api_key = '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'
|
3 |
+
def get_chat_completion(prompt, model="gpt-3.5-turbo"):
|
4 |
+
try:
|
5 |
+
response = openai.ChatCompletion.create(
|
6 |
+
model=model,
|
7 |
+
messages=[
|
8 |
+
{"role": "system", "content": "You are a helpful assistant."},
|
9 |
+
{"role": "user", "content": prompt}
|
10 |
+
]
|
11 |
+
)
|
12 |
+
return response['choices'][0]['message']['content']
|
13 |
+
except Exception as e:
|
14 |
+
return str(e)
|
parsing.py
ADDED
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import requests
|
2 |
+
from bs4 import BeautifulSoup
|
3 |
+
|
4 |
+
def parse(url):
|
5 |
+
response = requests.get(url)
|
6 |
+
if response.status_code == 200:
|
7 |
+
# Parse the HTML content
|
8 |
+
soup = BeautifulSoup(response.text, 'html.parser')
|
9 |
+
question = soup.find('div', class_='html_text').find_all('p')
|
10 |
+
answers = soup.find('div', id='answer1').find_all('p')
|
11 |
+
return question,answers
|
physigen.png
ADDED
![]() |
requirements.txt
ADDED
Binary file (144 Bytes). View file
|
|
venv/.nonadmin
ADDED
File without changes
|
venv/conda-meta/history
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
==> 2023-12-18 00:06:29 <==
|
2 |
+
# cmd: C:\Users\ashut\anaconda3\Scripts\conda-script.py create -p venv
|
3 |
+
# conda version: 22.9.0
|