Autonomous HR Chatbot

Description

An autonomous HR chatbot built with ChatGPT, LangChain, Pinecone, and Streamlit. It answers HR queries using various tools, including timekeeping policies, employee data, and a calculator, providing efficient and accurate HR assistance.

Key Features

• Advanced Technology Stack
• ChatGPT (GPT-3.5-turbo): Powers the natural language understanding and generation
• LangChain: Provides the framework for building LLM-based applications
• Pinecone: Serves as the vector database for storing and retrieving embeddings
• Streamlit: Offers a user-friendly front-end interface
• Powerful HR Tools
• Timekeeping Policies: Accesses a sample HR policy document with embeddings created using OpenAI's text-embedding-ada-002 model
• Employee Data Management: Utilizes a CSV file with dummy employee data, manipulated using LangChain's PythonAstREPLTool
• Calculator: Incorporates LangChain's LLMMathChain for mathematical operations
• Benefits and Use Cases
• 24/7 HR Support: Provides instant answers to employee queries, reducing the workload on HR staff
• Consistent Information: Ensures all employees receive uniform and up-to-date HR information
• Data-Driven Insights: Leverages employee data to provide personalized responses
• Scalable Solution: Easily adaptable to growing organizations and evolving HR policies

Use Cases

No video reviews yet. Be the first to submit a video review!

Reviews

No reviews yet. Be the first to review!