omnidox / conceptnet

Implementation of ConceptNet for organizing objects to contexts

ConceptNet & ChatGPT Context Organizer

Overview

The ConceptNet & ChatGPT Context Organizer repository by omnidox is designed to harness the capabilities of the ConceptNet knowledge graph and the ChatGPT model to organize objects into various contexts. The repository contains a collection of Python scripts, documentation, and data files that work in tandem to achieve this objective.

Main Files and Directories

Python Scripts:

• Computer_Mobilephone.py - Initial script related to computer and mobile phone concepts.
• Computer_Mobilephone_Updated.py - An updated version of the above script.
• Computer_Mobilephone_Updated_cached.py - Cached version of the updated script.
• Modified_BFS_Fixed.py - Script implementing a modified Breadth-First Search algorithm.
• chat_gpt_classifier.py - Script for classifying using the ChatGPT model.
• chat_gpt_classifier_tasked.py - Tasked version of the ChatGPT classifier.
• chat_gpt_engine_list.py - Lists engines for ChatGPT.
• computer_searcher.py - Script for searching computer-related concepts.
• conceptnet_classifier.py - Classifier script using ConceptNet.
• conceptnet_classifier_specified.py - Specified version of the ConceptNet classifier.
• conceptnet_classifier_specified_2.py - Another specified version of the ConceptNet classifier.
• conceptnet_classifier_specified_tasked.py - Tasked version of the specified ConceptNet classifier.
• edge_checker.py - Script for checking edges in the knowledge graph.
• objectgripper2_chatgpt.py - Chat GPT for robot decision making.
• objectgripper2_robocsk.py - Commonsense knowledge for robot decision making.

Documentation and Data:

• ConcepNet_Relationships.ods - Spreadsheet detailing relationships in ConceptNet.
• IsA_Considerations.txt - Text file discussing "IsA" considerations in the knowledge graph.
• Robotics_Object_to_Context_Report_Aug_10_2023.docx - Word document report on robotics object to context.
• Robotics_Object_to_Context_Report_Aug_10_2023.pdf - PDF version of the above report.
• commands.txt - Text file containing various commands.
• edge_locations.txt - Text file listing edge locations in the knowledge graph.

Miscellaneous:

• chat_logs/conceptnet_troubleshoot.txt - Troubleshooting log related to ConceptNet.

Conclusion

This repository provides tools and scripts that utilize the ConceptNet knowledge graph and the ChatGPT model to effectively organize objects into different contexts. It represents a unique approach to knowledge organization, combining structured knowledge with advanced machine learning techniques.