Personal Portfolio Resume CV Chatbot

This workflow is designed for:

Job Seekers: Individuals looking to showcase their resumes and skills through an AI assistant.
Recruiters: Professionals seeking to streamline the process of evaluating candidates using AI-driven insights.
Developers: Those interested in integrating AI chat functionalities into their applications, particularly for job applications and interviews.
Small Business Owners: Entrepreneurs who want to automate their hiring processes and improve candidate interaction without extensive resources.

This workflow addresses the challenge of efficiently managing and utilizing resume data through automation. It:

Automates Resume Processing: Automatically detects updates or new resumes in Google Drive, processes them, and stores relevant information in a vector database.
Enhances Candidate Interaction: Provides a chat interface where users can inquire about a candidate's qualifications, ensuring quick and accurate responses based on the candidate's resume.
Facilitates Reporting: Generates daily email summaries of conversations held with the AI assistant, helping users track interactions and decisions.

The workflow consists of the following key steps:

File Monitoring: Google Drive triggers monitor a specific folder for new or updated resume files.
Data Processing: When a resume is detected, it is downloaded and processed to extract relevant content.
Vector Storage: The extracted data is chunked and stored in a Pinecone vector database for efficient querying.
Chat Interface: A webhook allows users to interact with an AI assistant that provides answers based on the stored resume data.
Conversation Tracking: Each interaction is logged into a NocoDB database for future reference.
Daily Reporting: A scheduled task retrieves all conversations from the day, formats them into an HTML report, and sends the report via Gmail.