Local Knowledge Graph

Utilize a local Llama model to build a knowledge graph and explore related questions and answers.

CommonProductProgrammingKnowledge GraphLlama Model

Local Knowledge Graph is a Flask-based web application that uses a local Llama language model to process user queries, generate step-by-step reasoning, and visualize the thought process in an interactive knowledge graph format. It can also find and display relevant questions and answers based on semantic similarity. Key advantages of this application include real-time visualization of the reasoning process, dynamic knowledge graph representation, computation and display of the strongest reasoning paths, and related Q&A based on semantic similarity.

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Local Knowledge Graph

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Prettygraph — An experimental UI that transforms text into knowledge graphs.

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KnowledgeGraph GPT — Utilizes the GPT-3 model to convert unstructured text data into a structured knowledge graph representation.

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ULTRA — Basic Model for Knowledge Graph Reasoning