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A Open-Source alternative to the Windows-Recall feature. Utilizing DocTR for OCR, JinaAI embedding models for embedding generations, ChromaDB to store and retrieve embeddings, and your LLM of choice for answering any questions

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data-max-hq/open-memory

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jinaai-demo

Setup Guide

  • Clone the repository (data-max-hq/open-recall)
  • cd into /open-recall
  • pip install pyautogui
  • In the terminal run ‘make build’
  • In the terminal run ‘make run’
  • After a couple of minutes then head over to "localhost:9876"
  • In "ADD LLM" type out the LLM you want to use (we recomend qwen2:1.5b or qwen2:0.5b) and press "Add LLM"

Functionality

Run "screenshot-desktop.py" to start capturin the screen

Query ChromaDB: Test the database to retrieve relevant pieces of context for a specific query.

LLM Prompt: Pass a query to QWEN2:1.5b to get an explanation of what the user was doing based on the retrieved context.

Summary

In summary, our open-source alternative to Windows Recall offers a secure, private, and efficient way to continuously record screens and perform OCR, ensuring that all data remains under the user's control. By leveraging the high-quality embedding and reranking models from JinaAI, we enhance the accuracy and relevance of the information retrieved, providing users with a powerful and privacy-conscious solution. This project demonstrates the potential of open-source tools to address privacy concerns while delivering robust functionality.

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A Open-Source alternative to the Windows-Recall feature. Utilizing DocTR for OCR, JinaAI embedding models for embedding generations, ChromaDB to store and retrieve embeddings, and your LLM of choice for answering any questions

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