Base

.gitignore

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+# user Defined
+*.db
+.env
+*.pdf
+*.json
+temp/*
+
+
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintainted in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/

README.md

@@ -1,13 +1,13 @@
 ---
-title: Chat With Gemma 2B
-emoji: 🐨
-colorFrom: gray
+title: Talk To Doc-Advanced Reasoning And QA With Gemini Pro
+emoji: 🦀
+colorFrom: green
 colorTo: green
 sdk: gradio
 sdk_version: 4.19.1
 app_file: app.py
 pinned: false
-license: mit
+license: apache-2.0
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+import gradio as gr
+pdf_loaded = False
+processing = False
+from src.brain import generate_answers
+
+def response(query, history):
+    global processing
+    if not pdf_loaded or processing:
+        return "Please wait...", history
+    processing = True
+    output = generate_answers(query)
+    history.append((query, output))
+    processing = False
+    return "", history
+
+
+with open("src/style.css", "r") as file:
+    css = file.read()
+
+with open("src/content.html", "r") as file:
+    html_content = file.read()
+    parts = html_content.split("<!-- split here -->")
+    title_html = parts[0]
+    bts_html = parts[1] if len(parts) > 1 else ""
+
+def loading():
+    return "Loading ..."
+
+with gr.Blocks(css=css) as app:
+    with gr.Column(elem_id="column_container"):
+        gr.HTML(title_html)
+        chatbot = gr.Chatbot([], elem_id="chatbot")
+        with gr.Column():
+            send = gr.Label(value="Write your QUESTION bellow and hit ENTER")
+        query = gr.Textbox(
+            label="Type your questions here:",
+            placeholder="What do you want to know?",
+        )
+        clear = gr.ClearButton([query, chatbot])
+        gr.HTML(bts_html)
+    query.submit(response, [query, chatbot], [query, chatbot], queue=True)
+
+app.launch()

requirements.txt

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+bitsandbytes 
+accelerate
+transformers

src/brain.py

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+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+model_name = "google/gemma-2b"
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(model_name)
+
+
+def generate_answers(query):
+    input_ids = tokenizer(**query, return_tensors="pt")
+    output = model.generate(input_ids)
+    return tokenizer.decode(output[0])

src/content.html

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+<div id="column_container">
+</div>
+
+<!-- split here -->
+
+<div id="column_container">
+    <h2>What's Happening Behind the Scenes?</h2>
+</div>

src/style.css

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+body {
+    background-color: #171717;
+    font-family: 'San Francisco', 'Helvetica Neue', sans-serif;
+    color: rgb(43, 51, 49)
+}
+
+#column_container {
+    max-width: 80%;
+    margin: auto;
+    background-color: #19273c80;
+    border-radius: 12px;
+    box-shadow: 0 4px 8px rgba(108, 247, 242, 0.372);
+    padding: 40px;
+}
+
+h1 {
+    color: #58ffb1;
+    text-align: center;
+    font-family: 'Avenir Next', 'Helvetica Neue', sans-serif;
+    font-size: 3em;
+}
+
+h2 {
+    color: #ffffff;
+    text-align: center;
+    font-family: 'Avenir Next', 'Helvetica Neue', sans-serif;
+    font-size: 2em;
+}
+
+p,
+li {
+    color: #ffffff;
+    line-height: 1.6;
+    font-family: 'Georgia', serif;
+
+}
+
+strong {
+    color: #a3fdd3;
+}
+
+ul {
+    list-style: none;
+    padding: 0;
+    margin: 20px 0;
+}
+
+li {
+    padding-left: 20px;
+    position: relative;
+}
+
+button {
+    background-color: #2b0808;
+    color: #ff0000;
+    border: none;
+    border-radius: 8px;
+    padding: 14px 24px;
+    cursor: pointer;
+    font-family: inherit;
+    font-size: 1em;
+    transition: background-color 0.3s ease;
+    box-shadow: 0 1px 3px rgba(255, 94, 94, 0.753);
+
+    button:hover {
+        background-color: #55a369;
+    }
+}