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Graph-based memory structures that use nodes and edges to store concepts and their relationships.
Distinct from Shared Knowledge Graph Memory: Focuses on the semantic graph structure itself rather than the shared access mechanism
Explore 2 awesome GitHub repositories matching software engineering & architecture · Semantic Networks. Refine with filters or upvote what's useful.
PromptX is an LLM agent orchestration framework designed to execute multi-step workflows using autonomous agents. It features a sandboxed tool execution environment for secure filesystem operations and external API integrations, alongside a persona management system that defines professional roles and domain expertise to control agent behavior. The system implements a semantic memory network for persistent knowledge storage, utilizing graph-based memory and engrams to retain information across sessions. This cognitive memory includes specialized tools for knowledge graph visualization, allowi
Utilizes a persistent graph-based memory network and engrams to retain cognitive information.
This project is a tool for transforming unstructured text into semantic knowledge graphs. It uses local language models to extract entities and their relationships, converting text corpora into a structured network of linked concepts. The system provides a web interface for interactive network visualization, allowing users to navigate the resulting nodes and edges. It includes a topology analysis tool that calculates node degrees and identifies community clusters to determine the visual size and color of graph elements. Beyond visualization, the project enables graph-based information retrie
Implements a graph-based memory structure using nodes and edges to store concepts and their semantic relationships.