├── .gitignore ├── Generative AI.pdf ├── LICENSE ├── README.md ├── app.py └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | pip-wheel-metadata/ 24 | share/python-wheels/ 25 | *.egg-info/ 26 | .installed.cfg 27 | *.egg 28 | MANIFEST 29 | 30 | # PyInstaller 31 | # Usually these files are written by a python script from a template 32 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 33 | *.manifest 34 | *.spec 35 | 36 | # Installer logs 37 | pip-log.txt 38 | pip-delete-this-directory.txt 39 | 40 | # Unit test / coverage reports 41 | htmlcov/ 42 | .tox/ 43 | .nox/ 44 | .coverage 45 | .coverage.* 46 | .cache 47 | nosetests.xml 48 | coverage.xml 49 | *.cover 50 | *.py,cover 51 | .hypothesis/ 52 | .pytest_cache/ 53 | 54 | # Translations 55 | *.mo 56 | *.pot 57 | 58 | # Django stuff: 59 | *.log 60 | local_settings.py 61 | db.sqlite3 62 | db.sqlite3-journal 63 | 64 | # Flask stuff: 65 | instance/ 66 | .webassets-cache 67 | 68 | # Scrapy stuff: 69 | .scrapy 70 | 71 | # Sphinx documentation 72 | docs/_build/ 73 | 74 | # PyBuilder 75 | target/ 76 | 77 | # Jupyter Notebook 78 | .ipynb_checkpoints 79 | 80 | # IPython 81 | profile_default/ 82 | ipython_config.py 83 | 84 | # pyenv 85 | .python-version 86 | 87 | # pipenv 88 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 89 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 90 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 91 | # install all needed dependencies. 92 | #Pipfile.lock 93 | 94 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow 95 | __pypackages__/ 96 | 97 | # Celery stuff 98 | celerybeat-schedule 99 | celerybeat.pid 100 | 101 | # SageMath parsed files 102 | *.sage.py 103 | 104 | # Environments 105 | .env 106 | .venv 107 | env/ 108 | venv/ 109 | ENV/ 110 | env.bak/ 111 | venv.bak/ 112 | 113 | # Spyder project settings 114 | .spyderproject 115 | .spyproject 116 | 117 | # Rope project settings 118 | .ropeproject 119 | 120 | # mkdocs documentation 121 | /site 122 | 123 | # mypy 124 | .mypy_cache/ 125 | .dmypy.json 126 | dmypy.json 127 | 128 | # Pyre type checker 129 | .pyre/ 130 | -------------------------------------------------------------------------------- /Generative AI.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AIAnytime/Text-Summarizer-Streamlit-App/a66a8251c223dee391ddeb1843268ab085e70c44/Generative AI.pdf -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2023 AI Anytime 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Text-Summarizer-Streamlit-App 2 | This is the official repo of Text Summarizer Streamlit App video from AI Anytime YouTube channel. 3 | -------------------------------------------------------------------------------- /app.py: -------------------------------------------------------------------------------- 1 | import streamlit as st 2 | from txtai.pipeline import Summary, Textractor 3 | from PyPDF2 import PdfReader 4 | 5 | st.set_page_config(layout="wide") 6 | 7 | @st.cache_resource 8 | def text_summary(text, maxlength=None): 9 | #create summary instance 10 | summary = Summary() 11 | text = (text) 12 | result = summary(text) 13 | return result 14 | 15 | def extract_text_from_pdf(file_path): 16 | # Open the PDF file using PyPDF2 17 | with open(file_path, "rb") as f: 18 | reader = PdfReader(f) 19 | page = reader.pages[0] 20 | text = page.extract_text() 21 | return text 22 | 23 | choice = st.sidebar.selectbox("Select your choice", ["Summarize Text", "Summarize Document"]) 24 | 25 | if choice == "Summarize Text": 26 | st.subheader("Summarize Text using txtai") 27 | input_text = st.text_area("Enter your text here") 28 | if input_text is not None: 29 | if st.button("Summarize Text"): 30 | col1, col2 = st.columns([1,1]) 31 | with col1: 32 | st.markdown("**Your Input Text**") 33 | st.info(input_text) 34 | with col2: 35 | st.markdown("**Summary Result**") 36 | result = text_summary(input_text) 37 | st.success(result) 38 | 39 | elif choice == "Summarize Document": 40 | st.subheader("Summarize Document using txtai") 41 | input_file = st.file_uploader("Upload your document here", type=['pdf']) 42 | if input_file is not None: 43 | if st.button("Summarize Document"): 44 | with open("doc_file.pdf", "wb") as f: 45 | f.write(input_file.getbuffer()) 46 | col1, col2 = st.columns([1,1]) 47 | with col1: 48 | st.info("File uploaded successfully") 49 | extracted_text = extract_text_from_pdf("doc_file.pdf") 50 | st.markdown("**Extracted Text is Below:**") 51 | st.info(extracted_text) 52 | with col2: 53 | st.markdown("**Summary Result**") 54 | text = extract_text_from_pdf("doc_file.pdf") 55 | doc_summary = text_summary(text) 56 | st.success(doc_summary) 57 | 58 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | txtai[all] 2 | streamlit 3 | PyPDF2 --------------------------------------------------------------------------------