This project is a comprehensive data extraction and processing application that allows users to upload data files, perform searches using SerpAPI, and extract information using Groq-based processing. The application consists of a React frontend for user interaction and a Node.js backend for handling file processing, API interactions, and data extraction.
- Users can upload files (e.g., CSV files) through the frontend interface.
- Uploaded files are processed to extract columns and provide a preview of data.
- After uploading, users can select a specific column and value for focused data queries.
- Users can provide custom prompts to tailor the data extraction process.
- The application performs web searches using SerpAPI to enrich data.
- It supports retries using exponential backoff for handling network issues.
- Extracts information using a Groq-based language model (e.g.,
gemma-7b-it). - Results are filtered to ensure only meaningful data is returned.
- A React-based frontend provides a clean user interface for file uploads, data preview, prompt input, and results display.
- Organized output with sections, headings, and bullet points for readability.
- Node.js (version >= 14)
- npm or yarn
git clone [email protected]:Dakshya52/AI_Data_Extraction.git