Add Streamlit app

app.py

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+import streamlit as st
+from transformers import MBartForConditionalGeneration, MBart50Tokenizer
+
+# Download the model and tokenizer
+model_path = "echarif/mBART_for_darija_transaltion"  # تأكد من وجود المسار الصحيح
+model = MBartForConditionalGeneration.from_pretrained(model_path)
+tokenizer = MBart50Tokenizer.from_pretrained(model_path)
+
+# Interface setup
+st.set_page_config(page_title="Darija to English Translator", page_icon="🌐", layout="wide")
+#st.image("logo.png", width=200)
+
+st.title("Darija to English Translation App 🌐")
+st.markdown(
+    """
+    ### Welcome to the Darija to English Translation App! 🌍
+    This app uses **mBART** for translating Moroccan Darija to English with advanced NLP capabilities.
+    """
+)
+
+# Parameters setting sidebar
+st.sidebar.header("Model Parameters")
+beam_size = st.sidebar.slider("Beam Size", 1, 10, 5)  # Default: 5
+max_length = st.sidebar.slider("Max Length", 10, 200, 50)  # Default: 50
+src_lang = st.sidebar.selectbox("Source Language", ["ar_AR", "fr_XX"], index=0)
+tgt_lang = st.sidebar.selectbox("Target Language", ["en_XX", "es_XX"], index=0)
+
+# Enter and translate text
+col1, col2 = st.columns(2)
+
+with col1:
+    st.header("Input Text")
+    input_text = st.text_area("Darija Text:", "")
+
+with col2:
+    st.header("Translation")
+    if st.button("Translate"):
+        if input_text.strip():
+            try:
+                # Preparing text for translation
+                tokenizer.src_lang = src_lang
+                inputs = tokenizer(input_text, return_tensors="pt", padding=True)
+                outputs = model.generate(
+                    **inputs, max_length=max_length, num_beams=beam_size,
+                    forced_bos_token_id=tokenizer.lang_code_to_id[tgt_lang]
+                )
+                # Show translation
+                translation = tokenizer.decode(outputs[0], skip_special_tokens=True)
+                st.success("Translation:")
+                st.write(translation)
+            except Exception as e:
+                st.error(f"An error occurred: {e}")
+        else:
+            st.warning("Please enter text to translate!")
+
+# Button to download translation
+if 'translation' in locals():
+    st.download_button("Download Translation", data=translation, file_name="translation.txt")

requirements.txt

@@ -0,0 +1,193 @@
+absl-py==2.1.0
+aiohappyeyeballs==2.4.0
+aiohttp==3.10.5
+aiosignal==1.3.1
+altair==5.5.0
+annotated-types==0.7.0
+anyio==4.4.0
+argon2-cffi==23.1.0
+argon2-cffi-bindings==21.2.0
+arrow==1.3.0
+astroid==3.3.5
+asttokens==2.4.1
+astunparse==1.6.3
+async-lru==2.0.4
+attrs==24.2.0
+babel==2.16.0
+beautifulsoup4==4.12.3
+bleach==6.2.0
+blinker==1.9.0
+cachetools==5.5.1
+certifi==2024.8.30
+cffi==1.17.1
+charset-normalizer==3.3.2
+click==8.1.8
+colorama==0.4.6
+comm==0.2.2
+contourpy==1.3.0
+cycler==0.12.1
+debugpy==1.8.5
+decorator==5.1.1
+defusedxml==0.7.1
+dill==0.3.9
+distro==1.9.0
+et-xmlfile==1.1.0
+executing==2.0.1
+fastjsonschema==2.21.1
+filelock==3.17.0
+flatbuffers==24.3.25
+fonttools==4.53.1
+fqdn==1.5.1
+frozenlist==1.4.1
+fsspec==2025.2.0
+gast==0.6.0
+gitdb==4.0.12
+GitPython==3.1.44
+google-pasta==0.2.0
+greenlet==3.1.1
+grpcio==1.66.1
+h11==0.14.0
+h5py==3.11.0
+httpcore==1.0.5
+httpx==0.27.2
+huggingface-hub==0.28.1
+idna==3.8
+ipykernel==6.29.5
+ipython==8.26.0
+isoduration==20.11.0
+isort==5.13.2
+jedi==0.19.1
+Jinja2==3.1.5
+jiter==0.5.0
+json5==0.10.0
+jsonpointer==3.0.0
+jsonschema==4.23.0
+jsonschema-specifications==2024.10.1
+jupyter-events==0.11.0
+jupyter-lsp==2.2.5
+jupyter_client==8.6.2
+jupyter_core==5.7.2
+jupyter_server==2.15.0
+jupyter_server_terminals==0.5.3
+jupyterlab==4.3.4
+jupyterlab_pygments==0.3.0
+jupyterlab_server==2.27.3
+keras==3.5.0
+keyboard==0.13.5
+kiwisolver==1.4.7
+libclang==18.1.1
+Markdown==3.7
+markdown-it-py==3.0.0
+MarkupSafe==2.1.5
+matplotlib==3.9.2
+matplotlib-inline==0.1.7
+mccabe==0.7.0
+mdurl==0.1.2
+mistune==3.1.0
+ml-dtypes==0.4.0
+mpmath==1.3.0
+multidict==6.0.5
+namex==0.0.8
+narwhals==1.25.0
+nbclient==0.10.2
+nbconvert==7.16.5
+nbformat==5.10.4
+nest-asyncio==1.6.0
+networkx==3.4.2
+notebook==7.3.2
+notebook_shim==0.2.4
+numpy==1.26.4
+openai==0.28.0
+opencv-python==4.10.0.84
+openpyxl==3.1.5
+opt-einsum==3.3.0
+optree==0.12.1
+outcome==1.3.0.post0
+overrides==7.7.0
+packaging==24.1
+pandas==2.2.2
+pandocfilters==1.5.1
+parso==0.8.4
+pillow==10.4.0
+platformdirs==4.2.2
+playwright==1.49.0
+prometheus_client==0.21.1
+prompt_toolkit==3.0.47
+protobuf==4.25.4
+psutil==6.0.0
+pure_eval==0.2.3
+pyarrow==19.0.0
+pycparser==2.22
+pydantic==2.9.1
+pydantic_core==2.23.3
+pydeck==0.9.1
+pyee==12.0.0
+pygame==2.6.0
+Pygments==2.18.0
+pylint==3.3.1
+pyparsing==3.1.4
+PySocks==1.7.1
+python-dateutil==2.9.0.post0
+python-json-logger==3.2.1
+pytz==2024.1
+pywin32==306
+pywinpty==2.0.14
+PyYAML==6.0.2
+pyzbar==0.1.9
+pyzmq==26.1.1
+referencing==0.36.1
+regex==2024.11.6
+requests==2.32.3
+rfc3339-validator==0.1.4
+rfc3986-validator==0.1.1
+rich==13.8.1
+rpds-py==0.22.3
+safetensors==0.5.2
+seaborn==0.13.2
+selenium==4.27.1
+Send2Trash==1.8.3
+sentencepiece==0.2.0
+setuptools==74.1.2
+six==1.16.0
+smmap==5.0.2
+sniffio==1.3.1
+sortedcontainers==2.4.0
+soupsieve==2.6
+stack-data==0.6.3
+streamlit==1.41.1
+sympy==1.13.1
+tenacity==9.0.0
+tensorboard==2.17.1
+tensorboard-data-server==0.7.2
+tensorflow==2.17.0
+tensorflow-intel==2.17.0
+termcolor==2.4.0
+terminado==0.18.1
+tinycss2==1.4.0
+tokenizers==0.21.0
+toml==0.10.2
+tomlkit==0.13.2
+torch==2.6.0
+torchaudio==2.6.0
+torchvision==0.21.0
+tornado==6.4.1
+tqdm==4.66.5
+traitlets==5.14.3
+transformers==4.48.2
+trio==0.27.0
+trio-websocket==0.11.1
+types-python-dateutil==2.9.0.20241206
+typing_extensions==4.12.2
+tzdata==2024.1
+uri-template==1.3.0
+urllib3==2.2.2
+watchdog==6.0.0
+wcwidth==0.2.13
+webcolors==24.11.1
+webencodings==0.5.1
+websocket-client==1.8.0
+Werkzeug==3.0.4
+wheel==0.44.0
+wrapt==1.16.0
+wsproto==1.2.0
+yarl==1.11.0