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app.py

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+from dotenv import load_dotenv
+import streamlit as st
+import os
+import google.generativeai as genai
+
+# Load the environment variables
+load_dotenv()
+
+# Configure the API key
+genai.configure(api_key=os.getenv("Google_api_key"))
+
+# Initialize the model
+model = genai.GenerativeModel('gemini-pro')
+
+# Function to load gemini model and response
+def load_gemini_model(question):
+    response = model.generate_content(question)  
+    return response.text  
+
+# Set up the Streamlit application
+st.set_page_config(page_title="Question Answering Bot with Gemini model", page_icon="🤖", layout="centered", initial_sidebar_state="auto")
+
+# Set the header as Gemini pro application
+st.header("Gemini pro application")
+
+# Initialize the chat history
+chat_history = []
+
+# Set the input field 
+input = st.text_input("input:", key="input")
+submit = st.button("ASK a QUESTION")
+
+# When the submit button is clicked
+if submit:
+    response = load_gemini_model(input) 
+    # Append the question and answer to the chat history
+    chat_history.append({"user": input, "bot": response})
+    # Display the chat history
+    for chat in chat_history:
+        st.subheader("User:")
+        st.write(chat["user"])
+        st.subheader("Bot:")
+        st.write(chat["bot"])

requirements.txt

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+aenum==3.1.15
+aiohttp==3.9.1
+aiosignal==1.3.1
+altair==5.2.0
+annotated-types==0.6.0
+anyio==4.2.0
+asgiref==3.7.2
+asttokens==2.4.1
+attrs==23.1.0
+backoff==2.2.1
+bcrypt==4.1.2
+blinker==1.7.0
+cachetools==5.3.2
+certifi==2023.11.17
+charset-normalizer==3.3.2
+chroma-hnswlib==0.7.3
+chromadb==0.4.21
+click==8.1.7
+coloredlogs==15.0.1
+comm==0.2.1
+ctransformers==0.2.27
+dataclasses-json==0.6.3
+datasets==2.16.1
+debugpy==1.8.0
+decorator==5.1.1
+Deprecated==1.2.14
+dill==0.3.7
+distro==1.9.0
+docx2txt==0.8
+executing==2.0.1
+faiss-cpu==1.7.4
+fastapi==0.108.0
+filelock==3.13.1
+flatbuffers==23.5.26
+frozenlist==1.4.1
+fsspec==2023.10.0
+gitdb==4.0.11
+GitPython==3.1.40
+google-ai-generativelanguage==0.4.0
+google-api-core==2.15.0
+google-auth==2.25.2
+google-generativeai==0.3.2
+googleapis-common-protos==1.62.0
+gradientai==1.4.0
+greenlet==3.0.3
+grpcio==1.60.0
+grpcio-status==1.60.0
+h11==0.14.0
+httpcore==1.0.2
+httptools==0.6.1
+httpx==0.26.0
+huggingface==0.0.1
+huggingface-hub==0.20.1
+humanfriendly==10.0
+idna==3.6
+importlib-metadata==6.11.0
+importlib-resources==6.1.1
+ipykernel==6.28.0
+ipython==8.19.0
+jedi==0.19.1
+Jinja2==3.1.2
+joblib==1.3.2
+jsonpatch==1.33
+jsonpointer==2.4
+jsonschema==4.20.0
+jsonschema-specifications==2023.11.2
+jupyter_client==8.6.0
+jupyter_core==5.6.1
+kubernetes==28.1.0
+langchain==0.0.353
+langchain-community==0.0.7
+langchain-core==0.1.4
+langchain-google-genai==0.0.5
+langsmith==0.0.77
+lxml==5.1.0
+markdown-it-py==3.0.0
+MarkupSafe==2.1.3
+marshmallow==3.20.1
+matplotlib-inline==0.1.6
+mdurl==0.1.2
+mmh3==4.0.1
+monotonic==1.6
+mpmath==1.3.0
+multidict==6.0.4
+multiprocess==0.70.15
+mypy-extensions==1.0.0
+nest-asyncio==1.5.8
+networkx==3.2.1
+nltk==3.8.1
+numpy==1.26.2
+nvidia-cublas-cu12==12.1.3.1
+nvidia-cuda-cupti-cu12==12.1.105
+nvidia-cuda-nvrtc-cu12==12.1.105
+nvidia-cuda-runtime-cu12==12.1.105
+nvidia-cudnn-cu12==8.9.2.26
+nvidia-cufft-cu12==11.0.2.54
+nvidia-curand-cu12==10.3.2.106
+nvidia-cusolver-cu12==11.4.5.107
+nvidia-cusparse-cu12==12.1.0.106
+nvidia-nccl-cu12==2.18.1
+nvidia-nvjitlink-cu12==12.3.101
+nvidia-nvtx-cu12==12.1.105
+oauthlib==3.2.2
+onnxruntime==1.16.3
+openai==1.6.1
+opentelemetry-api==1.22.0
+opentelemetry-exporter-otlp-proto-common==1.22.0
+opentelemetry-exporter-otlp-proto-grpc==1.22.0
+opentelemetry-instrumentation==0.43b0
+opentelemetry-instrumentation-asgi==0.43b0
+opentelemetry-instrumentation-fastapi==0.43b0
+opentelemetry-proto==1.22.0
+opentelemetry-sdk==1.22.0
+opentelemetry-semantic-conventions==0.43b0
+opentelemetry-util-http==0.43b0
+overrides==7.4.0
+packaging==23.2
+pandas==2.1.4
+parso==0.8.3
+pexpect==4.9.0
+pillow==10.2.0
+platformdirs==4.1.0
+posthog==3.1.0
+prompt-toolkit==3.0.43
+proto-plus==1.23.0
+protobuf==4.25.1
+psutil==5.9.7
+ptyprocess==0.7.0
+pulsar-client==3.3.0
+pure-eval==0.2.2
+py-cpuinfo==9.0.0
+pyarrow==14.0.2
+pyarrow-hotfix==0.6
+pyasn1==0.5.1
+pyasn1-modules==0.3.0
+pydantic==1.10.13
+pydantic_core==2.14.6
+pydeck==0.8.1b0
+Pygments==2.17.2
+PyPDF2==3.0.1
+PyPika==0.48.9
+python-dateutil==2.8.2
+python-docx==1.1.0
+python-dotenv==1.0.0
+pytz==2023.3.post1
+PyYAML==6.0.1
+pyzmq==25.1.2
+referencing==0.32.0
+regex==2023.12.25
+requests==2.31.0
+requests-oauthlib==1.3.1
+rich==13.7.0
+rpds-py==0.15.2
+rsa==4.9
+safetensors==0.4.1
+scikit-learn==1.3.2
+scipy==1.11.4
+sentence-transformers==2.2.2
+sentencepiece==0.1.99
+six==1.16.0
+smmap==5.0.1
+sniffio==1.3.0
+SQLAlchemy==2.0.25
+stack-data==0.6.3
+starlette==0.32.0.post1
+streamlit==1.29.0
+streamlit-chat==0.1.1
+sympy==1.12
+tenacity==8.2.3
+text-generation==0.6.1
+threadpoolctl==3.2.0
+tokenizers==0.15.0
+toml==0.10.2
+toolz==0.12.0
+torch==2.1.2
+torchvision==0.16.2
+tornado==6.4
+tqdm==4.66.1
+traitlets==5.14.1
+transformers==4.36.2
+triton==2.1.0
+typer==0.9.0
+typing-inspect==0.9.0
+typing_extensions==4.9.0
+tzdata==2023.3
+tzlocal==5.2
+urllib3==1.26.18
+uvicorn==0.25.0
+uvloop==0.19.0
+validators==0.22.0
+watchdog==3.0.0
+watchfiles==0.21.0
+wcwidth==0.2.12
+websocket-client==1.7.0
+websockets==12.0
+wrapt==1.16.0
+xxhash==3.4.1
+yarl==1.9.4
+zipp==3.17.0