Initial clean commit without token

Dockerfile

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+FROM python:3.9
+
+RUN useradd -m -u 1000 user
+USER user
+ENV PATH="/home/user/.local/bin:$PATH"
+
+WORKDIR /app
+
+COPY --chown=user ./requirements.txt requirements.txt
+RUN pip install --no-cache-dir --upgrade -r requirements.txt
+
+COPY --chown=user . /app
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]

app.py

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+# !pip install fastapi uvicorn huggingface_hub python-docx --quiet
+
+from fastapi import FastAPI, UploadFile, File
+from fastapi.responses import FileResponse
+from pydantic import BaseModel
+from typing import List
+from huggingface_hub import InferenceClient
+from docx import Document
+from docx.shared import Pt
+from docx.enum.text import WD_ALIGN_PARAGRAPH
+from datetime import datetime
+from collections import defaultdict
+import uuid
+import os
+app = FastAPI()
+
+client = InferenceClient(
+    model="meta-llama/Meta-Llama-3-8B-Instruct",
+    token=os.environ["HF_TOKEN"]
+)
+
+SECTIONS = [
+    "Abstract",
+    "Introduction",
+    "Literature Review",
+    "Methodology",
+    "System Design",
+    "Implementation",
+    "Evaluation",
+    "Conclusion and Future Work"
+]
+
+
+class TaskItem(BaseModel):
+    task: str
+
+class ReportRequest(BaseModel):
+    tasks: List[TaskItem]
+
+    def build_overview(self) -> str:
+        overview = ["This project summarizes a year of academic effort including planning, development, and evaluation.\n"]
+        for item in self.tasks:
+            overview.append(f"- {item.task}")
+        overview.append("")
+        return "\n".join(overview)
+
+def generate_section(section_name: str, overview: str) -> str:
+    prompt = f"""
+You are a professional academic writer. Write a detailed section titled '{section_name}' for a Computer Science graduation project report based on the following project overview:
+
+\"\"\"{overview}\"\"\"
+
+Guidelines:
+- Do NOT include any 'References' at the end of this section.
+- Do NOT include any 'Conclusion' at the end of this section.
+- ONLY write diagrams or tables if they are clearly described in the overview or explicitly required by the user.
+- Use a professional, academic tone with deep elaboration and well-structured content.
+- Do not repeat content across sections.
+- Do not generate a table of contents here.
+- Aim for long and rich content (2 to 10+ pages per section).
+"""
+    response = client.chat_completion(
+        messages=[
+            {"role": "system", "content": "You are a helpful assistant that writes academic reports."},
+            {"role": "user", "content": prompt}
+        ],
+        max_tokens=4096,
+        temperature=0.7
+    )
+    return response.choices[0].message.content.strip()
+
+def create_word_doc(sections_content, filename="Graduation_Project_Report.docx"):
+    doc = Document()
+    style = doc.styles['Normal']
+    font = style.font
+    font.name = 'Times New Roman'
+    font.size = Pt(12)
+
+    doc.add_heading("Graduation Project Report", 0).alignment = WD_ALIGN_PARAGRAPH.CENTER
+    doc.add_paragraph("Author: Your Name")
+    doc.add_paragraph("Supervisor: Supervisor Name")
+    doc.add_paragraph("Department: Computer Science")
+    doc.add_paragraph("University: Your University")
+    doc.add_paragraph("Date: " + datetime.today().strftime("%B %d, %Y"))
+    doc.add_page_break()
+
+    for section_name, section_text in sections_content.items():
+        doc.add_heading(section_name, level=1)
+        for paragraph in section_text.split('\n'):
+            line = paragraph.strip()
+            if line:
+                doc.add_paragraph(line)
+        doc.add_page_break()
+
+    doc.save(filename)
+    return filename
+
+@app.post("/generate-report")
+def generate_report(req: ReportRequest):
+    overview = req.build_overview()
+
+    sections = {}
+    for section in SECTIONS:
+        sections[section] = generate_section(section, overview)
+
+    unique_filename = f"report_{uuid.uuid4().hex[:8]}.docx"
+    create_word_doc(sections, unique_filename)
+
+    return {"download_url": f"/download/{unique_filename}"}
+
+@app.get("/download/{filename}")
+def download_file(filename: str):
+    return FileResponse(path=filename, filename=filename, media_type='application/vnd.openxmlformats-officedocument.wordprocessingml.document')

requirement.txt

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+fastapi
+uvicorn[standard]
+huggingface_hub
+python-docx