app.py

import gradio as gr
from parser import parse_resume

def process_input(job_description, resumes):
    # resumes = [r for r in resumes if r and r.strip() != ""]  # Remove empty
    if not job_description.strip() or not resumes:
        return "Please provide both job description and at least one resume."

    print("[CATEGORIES]", resumes)

    thinking, results = parse_resume(job_description, resumes)
    return thinking, results
    
    # results = zip(*parse_resume(job_description, resumes))
    # formatted_output = ""
    # for i, (resume, score) in enumerate(results, 1):
    #     formatted_output += f"Resume #{i}:\nScore: {score:.2f}\nResume Snippet: {resume[:200]}...\n\n-------\n\n"
    # return formatted_output



initial_parsing = [
    {"name":"education", "type":"List[str]","description":"attended school, university, and other education programs"},
    {"name":"experience", "type":"float", "description":"years of experience"},
    {"name":"skills", "type":"List[str]", "description":"list of skills"},
    {"name":"name", "type":"str", "description":"name of the person"},
    {"name":"location", "type":"str", "description":"location of the person"},
    {"name":"email", "type":"str", "description":"email of the person"},
    {"name":"websites", "type":"List[str]", "description":"urls related of the person"},
    {"name":"certifications", "type":"List[str]", "description":"list of certifications"},
    {"name":"languages", "type":"List[str]", "description":"list of languages"},
    {"name":"projects", "type":"List[str]", "description":"list of projects"},
    {"name":"note", "type":"str", "description":"additional note which highlight the best or uniqueness of the person"}
]


def update_json(data, name, data_type, desc):
    data.append(
        {"name":name, "type":data_type, "description":desc}
    )
    return data


# UI definition
with gr.Blocks() as demo:
    gr.Markdown("## 📝 Resume Ranking System")

    resumes_list = []

    with gr.Row():

        resume_count = gr.State(2)

        with gr.Column():
            @gr.render(inputs=resume_count)
            def render_count(count):
                for i in range(count):
                    name = gr.Textbox(
                        lines=1,
                        placeholder=f"Category #{i+1} name",
                        label=f"Name #{i+1}"
                    )
                    data_type = gr.Textbox(
                        lines=1,
                        placeholder=f"Category #{i+1} data type",
                        label=f"Data Type #{i+1}"
                    )
                    desc = gr.Textbox(
                        lines=1,
                        placeholder=f"Category #{i+1} description",
                        label=f"Description #{i+1}"
                    )

                    json_display = gr.JSON(value=initial_parsing, label="Parsing Categories")
                    update_json_button = gr.Button("Update Parsing")
                    update_json_button.click(update_json, inputs=[json_display, name, data_type, desc], outputs=json_display)
                    
                    # resumes_list.append(
                    #     {"name":name, "type":data_type, "description":desc}
                    # )
                    # resumes_list.append(name)
                    # resumes_list.append(data_type)
                    # resumes_list.append(desc)

                submit_btn.click(
                    fn=process_input,
                    inputs=[job_description, json_display],
                    outputs=[thinking_output, output]
                )

            # @gr.render(inputs=input_text)
            # def add_resume():
            #     new_input = gr.Textbox(
            #         lines=6,
            #         placeholder=f"Paste resume #{len(resumes_list)+1} here...",
            #         label=f"Resume #{len(resumes_list)+1}"
            #     )
            #     resumes_list.append(new_input)
            #     return resumes_group.update(visible=True)
    
            add_resume_btn = gr.Button("➕ Add Another Category")
            add_resume_btn.click(lambda x: x + 1, resume_count, resume_count)

        with gr.Column():
            job_description = gr.Textbox(
                lines=8,
                placeholder="Paste Resume here...",
                label="Job Description"
            )

            # output = gr.Textbox(
            #     lines=10,
            #     label="JSON Result",
            #     interactive=False
            # )
            output = gr.JSON(show_indices=True)
            thinking_output = gr.Textbox(
                lines=10,
                label="Thinking Result",
                interactive=False
            )
            
            submit_btn = gr.Button("🚀 Parse Resume / CV")

    
    # add_resume_btn.click(add_resume, outputs=resumes_group)
    # add_resume_btn.click(lambda x: x + 1, resume_count, resume_count)


demo.launch()