diff --git a/levelup/cli.py b/levelup/cli.py new file mode 100644 index 0000000..e5d6c0e --- /dev/null +++ b/levelup/cli.py @@ -0,0 +1,124 @@ +import json +import re +from pathlib import Path +from typing import Optional + +import google.generativeai as genai +import pdfplumber +import typer + +from levelup import config +from levelup.prompts import get_resume_analysis_prompt + +app = typer.Typer(name="levelup", help="AI-powered CV analysis from the command line.") + +LANGUAGES = [ + "Czech", + "Danish", + "Dutch", + "English", + "Finnish", + "French", + "German", + "Greek", + "Italian", + "Kurdish (Kurmanji)", + "Polish", + "Portuguese", + "Russian", + "Spanish", + "Swedish", + "Turkish", + "Ukrainian", +] + + +def _extract_text(pdf_path: Path) -> str: + with pdfplumber.open(pdf_path) as pdf: + parts = [page.extract_text() or "" for page in pdf.pages] + return "\n".join(parts).strip() + + +def _extract_json(raw: str) -> dict | None: + fence = re.search(r"```(?:json)?\s*({[\s\S]*?})\s*```", raw, re.IGNORECASE) + if fence: + block = fence.group(1) + else: + match = re.search(r"\{[\s\S]*\}", raw) + block = match.group(0) if match else None + if not block: + return None + try: + result = json.loads(block) + return result if isinstance(result, dict) else None + except json.JSONDecodeError: + return None + + +@app.command() +def analyze( + resume: Path = typer.Argument(..., help="Path to the PDF resume file."), + language: str = typer.Option( + "English", "--language", "-l", help="Report language." + ), + role: Optional[str] = typer.Option( + None, "--role", "-r", help="Target role for the analysis." + ), + output: Optional[Path] = typer.Option( + None, "--output", "-o", help="Save JSON output to a file." + ), +) -> None: + if not resume.exists(): + typer.echo(f"Error: file not found: {resume}", err=True) + raise typer.Exit(1) + + if language not in LANGUAGES: + typer.echo( + f"Error: unsupported language '{language}'.\nAvailable: {', '.join(LANGUAGES)}", + err=True, + ) + raise typer.Exit(1) + + if not config.GEMINI_API_KEY: + typer.echo("Error: GEMINI_API_KEY is not set.", err=True) + raise typer.Exit(1) + + typer.echo("Extracting text from PDF...") + try: + text = _extract_text(resume) + except Exception as e: + typer.echo(f"Error reading PDF: {e}", err=True) + raise typer.Exit(1) + + if not text: + typer.echo("Error: could not extract text from the PDF.", err=True) + raise typer.Exit(1) + + typer.echo("Analyzing resume...") + genai.configure(api_key=config.GEMINI_API_KEY) + model = genai.GenerativeModel("gemini-2.0-flash-lite") + prompt = get_resume_analysis_prompt(text, language, role) + + try: + response = model.generate_content(prompt) + raw = (response.text or "").strip() + except Exception as e: + typer.echo(f"Error calling LLM: {e}", err=True) + raise typer.Exit(1) + + result = _extract_json(raw) + if not result: + typer.echo("Error: could not parse the analysis response.", err=True) + raise typer.Exit(1) + + output_json = json.dumps(result, indent=2, ensure_ascii=False) + + if output: + output.write_text(output_json, encoding="utf-8") + typer.echo(f"Results saved to {output}") + else: + typer.echo(output_json) + + +def main() -> None: + app() diff --git a/pyproject.toml b/pyproject.toml index 0dac2f7..0de1734 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -16,6 +16,7 @@ readme = "README.md" requires-python = ">=3.13" dependencies = [ "alembic>=1.17.1", + "typer>=0.12.0", "celery>=5.5.3", "dotenv>=0.9.9", "fastapi>=0.120.4", @@ -33,6 +34,9 @@ dependencies = [ "pdfplumber==0.11.8" ] +[project.scripts] +levelup = "levelup.cli:main" + [dependency-groups] dev = [ # docs diff --git a/uv.lock b/uv.lock index 9186fe3..958e2c2 100644 --- a/uv.lock +++ b/uv.lock @@ -2,38 +2,42 @@ version = 1 revision = 3 requires-python = ">=3.13" resolution-markers = [ - "python_full_version >= '3.14'", - "python_full_version < '3.14'", + "python_full_version >= '3.14' and 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