sync

Dockerfile

@@ -1,19 +1,21 @@
-FROM python:3.12
-COPY --from=ghcr.io/astral-sh/uv:0.4.20 /uv /bin/uv
-
-RUN useradd -m -u 1000 user
-ENV PATH="/home/user/.local/bin:$PATH"
-ENV UV_SYSTEM_PYTHON=1
+FROM ghcr.io/astral-sh/uv:python3.12-bookworm-slim
 
 WORKDIR /app
 
-COPY --chown=user ./requirements.txt requirements.txt
-RUN uv pip install -r requirements.txt
+# Create a non-root user
+RUN useradd -m appuser
+
+# Copy application files
+COPY --chown=appuser:appuser . /app
+
+# Switch to non-root user
+USER appuser
+
+# Create virtual environment and install dependencies
+RUN uv venv
+RUN uv export --script _server/main.py | uv pip install -r -
 
-COPY --chown=user . /app
-RUN mkdir -p /app/__marimo__ && \
-    chown -R user:user /app && \
-    chmod -R 755 /app
-USER user
+ENV PORT=7860
+EXPOSE 7860
 
-CMD marimo run app.py --token-password="$CICEROJOBAPPS_API_KEY" --host 0.0.0.0 --port 7860
+CMD ["uv", "run", "_server/main.py"]

_server/main.py

@@ -0,0 +1,247 @@
+# /// script
+# requires-python = ">=3.12"
+# dependencies = [
+# ag-ui-protocol==0.1.9
+# aiohappyeyeballs==2.6.1
+# aiohttp==3.13.0
+# aiosignal==1.4.0
+# annotated-types==0.7.0
+# anthropic==0.70.0
+# anyio==4.11.0
+# argcomplete==3.6.2
+# attrs==25.4.0
+# authlib==1.6.5
+# beautifulsoup4==4.14.2
+# black==25.9.0
+# boto3==1.40.53
+# botocore==1.40.53
+# cachetools==6.2.1
+# certifi==2025.10.5
+# cffi==2.0.0
+# charset-normalizer==3.4.4
+# click==8.3.0
+# cobble==0.1.4
+# cohere==5.19.0
+# colorama==0.4.6
+# coloredlogs==15.0.1
+# cryptography==46.0.3
+# cyclopts==3.24.0
+# defusedxml==0.7.1
+# distro==1.9.0
+# dnspython==2.8.0
+# docstring-parser==0.17.0
+# docstring-to-markdown==0.17
+# docutils==0.22.2
+# email-validator==2.3.0
+# eval-type-backport==0.2.2
+# exceptiongroup==1.3.0
+# executing==2.2.1
+# fastapi>=0.119.0
+# fastavro==1.12.1
+# fastmcp==2.12.4
+# filelock==3.20.0
+# flatbuffers==25.9.23
+# frozenlist==1.8.0
+# fsspec==2025.9.0
+# genai-prices==0.0.32
+# google-auth==2.41.1
+# google-genai==1.45.0
+# googleapis-common-protos==1.70.0
+# griffe==1.14.0
+# groq==0.32.0
+# h11==0.16.0
+# hf-xet==1.1.10
+# html-for-docx==1.0.10
+# httpcore==1.0.9
+# httpx==0.28.1
+# httpx-sse==0.4.0
+# huggingface-hub==0.35.3
+# humanfriendly==10.0
+# idna==3.11
+# importlib-metadata==8.7.0
+# invoke==2.2.1
+# isodate==0.7.2
+# itsdangerous==2.2.0
+# jedi==0.19.2
+# jiter==0.11.0
+# jmespath==1.0.1
+# jsonschema==4.25.1
+# jsonschema-path==0.3.4
+# jsonschema-specifications==2025.9.1
+# lazy-object-proxy==1.12.0
+# logfire==4.13.2
+# logfire-api==4.13.2
+# loro==1.8.1
+# lxml==6.0.2
+# magika==0.6.2
+# mammoth==1.11.0
+# marimo==0.17.0
+# markdown==3.9
+# markdown-it-py==4.0.0
+# markdownify==1.2.0
+# markitdown>=0.1.2
+# markupsafe==3.0.3
+# mcp==1.17.0
+# mdurl==0.1.2
+# mistralai==1.9.11
+# mistune==3.1.4
+# more-itertools==10.8.0
+# mpmath==1.3.0
+# msgspec-m==0.19.2
+# multidict==6.7.0
+# mypy-extensions==1.1.0
+# narwhals==2.8.0
+# nest-asyncio==1.6.0
+# nexus-rpc==1.1.0
+# numpy==2.3.4
+# onnxruntime==1.23.1
+# openai==2.3.0
+# openapi-core==0.19.5
+# openapi-pydantic==0.5.1
+# openapi-schema-validator==0.6.3
+# openapi-spec-validator==0.7.2
+# opentelemetry-api==1.37.0
+# opentelemetry-exporter-otlp-proto-common==1.37.0
+# opentelemetry-exporter-otlp-proto-http==1.37.0
+# opentelemetry-instrumentation==0.58b0
+# opentelemetry-instrumentation-httpx==0.58b0
+# opentelemetry-proto==1.37.0
+# opentelemetry-sdk==1.37.0
+# opentelemetry-semantic-conventions==0.58b0
+# opentelemetry-util-http==0.58b0
+# packaging==25.0
+# parse==1.20.2
+# parso==0.8.5
+# pathable==0.4.4
+# pathspec==0.12.1
+# pdfminer-six==20250506
+# platformdirs==4.5.0
+# pluggy==1.6.0
+# prompt-toolkit==3.0.52
+# propcache==0.4.1
+# protobuf==6.33.0
+# psutil==7.1.0
+# pyasn1==0.6.1
+# pyasn1-modules==0.4.2
+# pycparser==2.23
+# pydantic==2.12.2
+# pydantic-ai==1.1.0
+# pydantic-ai-slim==1.1.0
+# pydantic-core==2.41.4
+# pydantic-evals==1.1.0
+# pydantic-graph==1.1.0
+# pydantic-settings==2.11.0
+# pygments==2.19.2
+# pymdown-extensions==10.16.1
+# pyperclip==1.11.0
+# python-dateutil==2.9.0.post0
+# python-docx==1.2.0
+# python-docx-replace==0.4.4
+# python-dotenv==1.1.1
+# python-lsp-jsonrpc==1.1.2
+# python-lsp-server==1.13.1
+# python-multipart==0.0.20
+# pytokens==0.2.0
+# pyyaml==6.0.3
+# referencing==0.36.2
+# requests==2.32.5
+# rfc3339-validator==0.1.4
+# rich==14.2.0
+# rich-rst==1.3.2
+# rpds-py==0.27.1
+# rsa==4.9.1
+# s3transfer==0.14.0
+# six==1.17.0
+# sniffio==1.3.1
+# soupsieve==2.8
+# sse-starlette==3.0.2
+# starlette==0.48.0
+# sympy==1.14.0
+# temporalio==1.18.0
+# tenacity==9.1.2
+# tokenizers==0.22.1
+# tomlkit==0.13.3
+# tqdm==4.67.1
+# types-protobuf==6.32.1.20250918
+# types-requests==2.32.4.20250913
+# typing-extensions==4.15.0
+# typing-inspection==0.4.2
+# ujson==5.11.0
+# urllib3==2.5.0
+# uvicorn==0.37.0
+# uvloop==0.21.0
+# wcwidth==0.2.14
+# websockets==15.0.1
+# werkzeug==3.1.1
+# wrapt==1.17.3
+# yarl==1.22.0
+# zipp==3.23.0
+# ]
+# ///
+
+import logging
+import os
+from pathlib import Path
+
+import marimo
+from dotenv import load_dotenv
+from fastapi import FastAPI, Request
+from fastapi.responses import HTMLResponse
+
+# Load environment variables
+load_dotenv()
+
+# Set up logging
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+# Get port from environment variable or use default
+PORT = int(os.environ.get('PORT', 7860))
+
+root_dir = Path(__file__).parent.parent
+
+ROOTS = [root_dir / 'cicero_jobs']
+
+
+server = marimo.create_asgi_app(include_code=True)
+app_names: list[str] = []
+
+for root in ROOTS:
+    for filename in root.iterdir():
+        if filename.is_file() and filename.suffix == '.py':
+            app_path = root.stem + '/' + filename.stem
+            server = server.with_app(path=f'/{app_path}', root=str(filename))
+            app_names.append(app_path)
+
+# Create a FastAPI app
+app = FastAPI()
+
+logger.info(f'Mounting {len(app_names)} apps')
+for app_name in app_names:
+    logger.info('  /%s', app_name)
+
+
+@app.get('/')
+async def home(request: Request):
+    html_content = """
+    <!DOCTYPE html>
+    <html>
+    <head>
+        <title>CICERO</title>
+    </head>
+    <body>
+        <h1>Welcome to Cicero Jobs!</h1>
+        <p>Cicero will get you a job.</p>
+    </body>
+    </html>
+    """
+    return HTMLResponse(content=html_content)
+
+
+app.mount('/', server.build())
+
+# Run the server
+if __name__ == '__main__':
+    import uvicorn
+
+    uvicorn.run(app, host='0.0.0.0', port=PORT, log_level='info')

app.py → cicero_jobs/app.py

@@ -1,23 +1,51 @@
+import contextlib
+
 import marimo
 
 __generated_with = '0.17.0'
 app = marimo.App()
 
+with app.setup:
+    import subprocess
+    import sys
+
+    with contextlib.suppress(Exception):
+        subprocess.run([sys.executable, '-m', 'pip', 'install', 'uv'], check=True)
+
+    with contextlib.suppress(Exception):
+        subprocess.run([sys.executable, '-m', 'uv', 'pip', 'install', '-r', 'requirements.txt'], check=True)
+
 
 @app.cell
 def _():
     import marimo as mo
 
-    mo.md('# <center>Cicero Jobs</center>')
+    mo.md("""
+    # <center>Cicero Jobs</center>
+
+    ## How to Use This App:
+
+    1. **Upload Your Resume**: Drop a PDF/DOC/DOCX/TXT file or paste your resume text
+    2. **Add Job Posting**: Paste the job description or provide the job posting URL
+    3. **Click Submit**: Wait while AI generates your materials (takes about 30-60 seconds)
+    4. **Review & Download**: Preview all documents and download as Word files
+
+    ## What You'll Get:
+
+    - **Tailored Resume**: Your resume optimized with keywords from the job posting
+    - **Cover Letter**: Personalized 3-4 paragraph letter highlighting relevant experience
+    - **Recruiter Message**: Professional 5-7 sentence outreach message for LinkedIn/email
+    - **Application Tips**: 5-7 actionable tips specific to this job application
+    """)
     return (mo,)
 
 
 @app.cell
 def _():
     from pydantic import BaseModel, Field
-    from pydantic_ai import Agent, BinaryContent, DocumentUrl
+    from pydantic_ai import Agent
 
-    return Agent, BaseModel, BinaryContent, DocumentUrl, Field
+    return Agent, BaseModel, Field
 
 
 @app.function
@@ -185,7 +213,8 @@ def _(BaseModel, Field):
         """Structured output for resume and cover letter generation."""
 
         resume: str = Field(
-            ..., description='Markdown Richly Formatted resume highlighting relevant experience for the job. 2 pages MAX, aim for 1.'
+            ...,
+            description='Markdown Richly Formatted resume highlighting relevant experience for the job. 2 pages MAX, aim for 1.',
         )
         cover_letter: str = Field(
             ..., description='Markdown Richly Formatted and Compelling, personalized cover letter (3-4 paragraphs)'
@@ -262,15 +291,14 @@ def _(continue_render) -> None:
 
 
 @app.cell
-def _(job_posting_area, job_url, mo):
+def _(job_posting_area, job_url):
     if job_posting_area.value != '':
-        buceta = 'Vamo'
         job_posting = job_posting_area.value
+        buceta = True
     elif job_posting_area.value == '' and job_url.value == '':
         buceta = None
         job_posting = None
     elif job_posting_area.value == '' and job_url.value != '':
-        buceta = 'Vamo'
         import httpx
 
         url = f'https://r.jina.ai/{job_url.value}'
@@ -280,9 +308,11 @@ def _(job_posting_area, job_url, mo):
         headers = {'Authorization': f'Bearer {jina_api_key}'}
         response = httpx.get(url, headers=headers)
         job_posting = response.text
-
-    mo.stop(buceta is None, mo.callout(mo.md('⚠️ **Please provide your materials before continuing!**'), kind='danger'))
-    return (job_posting,)
+        buceta = True
+    else:
+        buceta = None
+        job_posting = None
+    return buceta, job_posting
 
 
 @app.cell
@@ -300,16 +330,23 @@ def _(resume_button):
                 forcing_bytes = io.BytesIO(resume_contents)
                 docx_converted = md.convert(forcing_bytes)
                 resume_complete = str(docx_converted.text_content)
+                buceta_ = True
             except Exception:
                 if isinstance(resume_contents, (bytes, bytearray)):
                     resume_complete = io.BytesIO(resume_contents)
+                    buceta_ = True
                 else:
                     resume_complete = resume_contents
+                    buceta_ = True
         else:
             resume_contents = ''
+            buceta_ = None
     except Exception:
         resume_contents = ''
-    return io, resume_complete
+        buceta_ = None
+    if resume_contents == '' or resume_contents is None:
+        resume_complete = None
+    return buceta_, io, resume_complete
 
 
 @app.cell
@@ -319,48 +356,21 @@ def _(job_posting, resume_complete):
 
 
 @app.cell
-def _(BinaryContent, DocumentUrl, job_posting_area, job_url):
-    job_posting_complete = ''
-    job_posting_mime = 'text/plain'
-    is_url = False
-
-    job_area_value = job_posting_area.value if hasattr(job_posting_area, 'value') else None
-    job_url_value = job_url.value if hasattr(job_url, 'value') else None
-
-    if job_area_value:
-        job_posting_complete = job_area_value
-        job_posting_mime = 'text/plain'
-        is_url = False
-    elif job_url_value:
-        job_posting_complete = job_url_value.strip()
-        # Basic URL detection
-        if job_posting_complete.lower().startswith(('http://', 'https://')):
-            is_url = True
-            job_posting_mime = None
-        else:
-            # If user provided something in the URL field that's not an HTTP URL, treat it as plain text
-            is_url = False
-            job_posting_mime = 'text/plain'
-    else:
-        job_posting_complete = ''
-        job_posting_mime = 'text/plain'
-        is_url = False
-
-    # Build inputs for the agent
-    if is_url:
-        job_posting_input = DocumentUrl(job_posting_complete)
-    else:
-        job_posting_input = BinaryContent(data=job_posting_complete, media_type=job_posting_mime or 'text/plain')
-    return job_posting_input
+def _(buceta, buceta_):
+    bucetilda = buceta_ and buceta
+    return (bucetilda,)
 
 
 @app.cell
-def _(resume_complete) -> None:
-    return
+def _(bucetilda, mo) -> None:
+    mo.stop(
+        bucetilda is None, mo.callout(mo.md('⚠️ **Please provide your materials before continuing!**'), kind='danger')
+    )
 
 
 @app.cell
-def _(Agent, ApplicationMaterials, final_prompt):
+def _(Agent, ApplicationMaterials, bucetilda, final_prompt, mo):
+    mo.stop(bucetilda is None)
     import asyncio
 
     import nest_asyncio
@@ -370,8 +380,7 @@ def _(Agent, ApplicationMaterials, final_prompt):
     nest_asyncio.apply()
 
     career_agent = Agent('gemini-2.5-flash', output_type=ApplicationMaterials)
-    if final_prompt is not None:
-        result = asyncio.run(career_agent.run(final_prompt))
+    result = asyncio.run(career_agent.run(final_prompt)) if final_prompt is not None else None
     return (result,)
 
 
@@ -548,7 +557,7 @@ def _(markdown_to_docx_bytes, mo, processed_data) -> None:
 
 @app.cell
 def _(mo) -> None:
-    mo.md('# <center>Time to do another application! Just add new materials. You got this!</center>')
+    mo.md("""# <center>Time to do another application! Just add new materials. You got this!</center>""")
 
 
 if __name__ == '__main__':

pyproject.toml

@@ -40,6 +40,7 @@ dependencies = [
     "eval-type-backport==0.2.2",
     "exceptiongroup==1.3.0",
     "executing==2.2.1",
+    "fastapi>=0.119.0",
     "fastavro==1.12.1",
     "fastmcp==2.12.4",
     "filelock==3.20.0",
@@ -180,3 +181,11 @@ dependencies = [
     "yarl==1.22.0",
     "zipp==3.23.0",
 ]
+
+[dependency-groups]
+dev = [
+    "basedpyright>=1.31.7",
+    "loro>=1.8.1",
+    "ruff>=0.14.1",
+    "ty>=0.0.1a23",
+]

requirements.txt

@@ -1,6 +1,5 @@
-httpx
-python_dotenv
-marimo
+# This file was autogenerated by uv via the following command:
+#    uv pip compile pyproject.toml -o requirements.txt
 ag-ui-protocol==0.1.9
     # via
     #   cicero-job-apps (pyproject.toml)
@@ -167,6 +166,8 @@ executing==2.2.1
     # via
     #   cicero-job-apps (pyproject.toml)
     #   logfire
+fastapi==0.119.0
+    # via cicero-job-apps (pyproject.toml)
 fastavro==1.12.1
     # via
     #   cicero-job-apps (pyproject.toml)
@@ -559,6 +560,7 @@ pydantic==2.12.2
     #   ag-ui-protocol
     #   anthropic
     #   cohere
+    #   fastapi
     #   fastmcp
     #   genai-prices
     #   google-genai
@@ -720,6 +722,7 @@ sse-starlette==3.0.2
 starlette==0.48.0
     # via
     #   cicero-job-apps (pyproject.toml)
+    #   fastapi
     #   marimo
     #   mcp
     #   pydantic-ai-slim
@@ -767,6 +770,7 @@ typing-extensions==4.15.0
     #   cohere
     #   docstring-to-markdown
     #   exceptiongroup
+    #   fastapi
     #   google-genai
     #   groq
     #   huggingface-hub