files added

.gitignore

@@ -0,0 +1,174 @@
+# 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
+
+# UV
+#   Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#uv.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
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/latest/usage/project/#working-with-version-control
+.pdm.toml
+.pdm-python
+.pdm-build/
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__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 maintained 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/
+
+# Ruff stuff:
+.ruff_cache/
+
+# PyPI configuration file
+.pypirc

LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2025 Jiya Mary Joseph
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

app.py

@@ -0,0 +1,100 @@
+import streamlit as st
+from llama_cpp import Llama
+from dotenv import load_dotenv
+import os
+
+# Load environment variables
+load_dotenv()
+print(f"REPO_ID: {os.getenv('REPO_ID')}")
+
+# Load Llama model
+llm = Llama.from_pretrained(
+    repo_id=os.getenv("REPO_ID"),
+    filename="unsloth.Q8_0.gguf"
+)
+
+
+def load_html(file_path):
+    with open(file_path, "r", encoding="utf-8") as file:
+        return file.read()
+
+st.markdown(load_html("chatbot_ui.html"), unsafe_allow_html=True)
+st.markdown('<div class="title">HR Chatbot</div>', unsafe_allow_html=True)
+st.write("\n\n\n")
+
+
+intents = {
+    
+    "Employee Benefits & Policies": "Assist with salary, leave, and policies.",
+    "Employee Support & Self-Service": "Provide support for HR-related queries.",
+    "Recruitment & Onboarding": "Help with job applications and hiring processes."
+}
+
+
+intent_keywords = {
+    
+    "Employee Benefits & Policies": ["leave", "insurance", "policy", "benefit", "salary", "payroll", "bonus"],
+    "Employee Support & Self-Service": ["complaint", "technical issue", "self-service", "support", "HR help"],
+    "Recruitment & Onboarding": ["hiring", "job", "apply", "interview", "onboarding", "new employee"]
+}
+
+
+def determine_intent(question):
+    question_lower = question.lower()
+    for intent, keywords in intent_keywords.items():
+        if any(keyword in question_lower for keyword in keywords):
+            return intent
+    return None  
+
+
+if "selected_intent" not in st.session_state:
+    st.session_state.selected_intent = list(intents.keys())[0]
+
+cols = st.columns(len(intents))
+for i, (intent, desc) in enumerate(intents.items()):
+    btn_label = f"✅ **{intent}**" if st.session_state.selected_intent == intent else intent
+    if cols[i].button(btn_label, key=intent, help=desc):
+        st.session_state.selected_intent = intent  
+        st.rerun()
+
+if "messages" not in st.session_state:
+    st.session_state.messages = []
+
+
+if st.session_state.messages:
+    st.markdown('<div class="chat-container">', unsafe_allow_html=True)
+    for msg in st.session_state.messages:
+        role_class = "user-msg" if msg["role"] == "user" else "bot-msg"
+        with st.chat_message(msg["role"]):
+            st.markdown(f'<div class="chat-box {role_class}">{msg["content"]}</div>', unsafe_allow_html=True)
+
+
+if prompt := st.chat_input("Ask me anything related to HR..."):
+   
+    st.session_state.messages.append({"role": "user", "content": prompt})
+
+    with st.chat_message("user"):
+        st.markdown(f'<div class="chat-box user-msg">👤 {prompt}</div>', unsafe_allow_html=True)
+
+   
+    correct_intent = determine_intent(prompt)
+    
+    if correct_intent and correct_intent != st.session_state.selected_intent:
+      
+        reply = f"🔄 Redirecting... Your query belongs to '{correct_intent}'. Please select the correct category."
+    else:
+        with st.spinner("🤔 Thinking..."):
+            response = llm.create_chat_completion(
+                messages=[{"role": "user", "content": prompt}],  
+                max_tokens=280 
+            )
+            reply = response["choices"][0]["message"]["content"]
+
+    
+    st.session_state.messages.append({"role": "assistant", "content": reply})
+
+    with st.chat_message("assistant"):
+        st.markdown(f'<div class="chat-box bot-msg">🤖 {reply}</div>', unsafe_allow_html=True)
+
+if st.session_state.messages:
+    st.markdown('</div>', unsafe_allow_html=True)

chatbot_ui.html

@@ -0,0 +1,44 @@
+<style>
+    .title {
+        text-align: center; 
+        font-size: 28px; 
+        font-weight: bold; 
+        margin-bottom: 10px;
+    }
+    .chat-container {
+        border: 2px solid #444; 
+        padding: 15px; 
+        border-radius: 10px;
+        background-color: #222;
+    }
+    .chat-box {
+        background-color: #222; 
+        padding: 10px; 
+        border-radius: 10px; 
+        margin-bottom: 10px;
+        border: 1px solid #555;
+    }
+    .user-msg {
+        background-color: #1a1a1a; 
+        padding: 10px; 
+        border-radius: 10px; 
+        color: white;
+        border: 1px solid #777;
+    }
+    .bot-msg {
+        background-color: #333; 
+        padding: 10px; 
+        border-radius: 10px; 
+        color: white;
+        border: 1px solid #999;
+    }
+    .intent-buttons {
+        display: flex;
+        justify-content: center;
+        gap: 10px;
+    }
+    .selected-intent {
+        background-color: #4CAF50 !important; /* Green for selected button */
+        color: white !important;
+    }
+</style>

requirements.txt

@@ -0,0 +1,4 @@
+transformers
+streamlit
+python-dotenv
+llama-cpp-python