FileJIT

FileJIT is a smart tool that helps you find and organize your files quickly. It uses AI to make searching for documents, images, or other files simple. FileJIT finds the most relevant files based on what you are looking for.

Benefits
FileJIT has several key advantages. It uses advanced AI to understand the content of your files, making searches more accurate and efficient. With FAISS, FileJIT performs quick similarity searches, so you get results fast. It returns the top 3 most relevant files for any query, ensuring you find what you need quickly. FileJIT can automatically scan and process files in a specified directory, saving you time and effort. You can save and load FAISS indices, so you do not have to regenerate embeddings every time.

Use Cases
FileJIT is useful in various scenarios. It helps you organize your personal files, such as documents, photos, and notes, making it easier to find what you need. It helps manage work-related files, ensuring quick access to important documents and reports. It helps share and organize files within a team, improving productivity and collaboration. It helps quickly find relevant research papers, articles, and notes based on your queries.

Additional Information
FileJIT is built using several powerful technologies. Python 3.12 is the programming language used to develop the system. FAISS is used for fast and efficient similarity search and clustering. SentenceTransformers are used for generating embeddings from text. The OS Module is used for navigating and processing files in your system. Requests are used for potential API integrations, such as classification or external services.

To get started with FileJIT, you can clone the repository and install the required dependencies. This will allow you to set up the system and start using it to organize and search your files easily.