What kind of search capabilities does Oracle provide?

It offers a powerful hybrid search system, combining SQLite FTS5 for efficient full-text search with ChromaDB for advanced semantic (vector) search, ensuring comprehensive and contextually relevant results.

How does Oracle integrate with AI models like Claude?

Oracle integrates seamlessly using the Model Context Protocol (MCP), providing AI assistants with specific tools like `oracle_search`, `oracle_consult`, and `oracle_learn` to interact with its memory directly from their context.

Can I visualize and manage my knowledge with Oracle?

Yes, Oracle includes a React-based dashboard for intuitive knowledge visualization and insights, alongside an HTTP API for managing and interacting with your stored information programmatically.

What is Oracle and how does it benefit AI assistants?

Oracle establishes a personal memory layer for AI assistants, enabling advanced semantic search, philosophical reflection, and comprehensive knowledge management to make AI more intelligent and context-aware.

Oracle

Name: Oracle
Author: Soul-Brews-Studio

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Establishes a personal memory layer for AI assistants, enabling semantic search, philosophical reflection, and knowledge management.

소개

Oracle functions as an advanced personal knowledge and memory layer, integrating directly with AI assistants via the Model Context Protocol (MCP). It allows users to store, semantically search, and interact with their philosophical concepts, learnings, and historical data. The tool employs a hybrid search mechanism combining full-text and vector-based search, offers a comprehensive HTTP API for programmatic access, and provides a React-based dashboard for visualizing knowledge and insights. It's designed to help keep 'the human human' by making recorded patterns and insights readily queryable and actionable for AI coordination.

주요 기능

Model Context Protocol (MCP) integration for AI assistants
5 GitHub stars
Hybrid semantic and full-text search (SQLite FTS5 + ChromaDB)
Drizzle ORM for type-safe database management with SQLite
React dashboard for knowledge visualization and insights
HTTP API with endpoints for search, consult, learn, and reflection

사용 사례

Integrating personal knowledge and philosophical principles with AI-driven workflows
Querying a personal memory layer for guidance on decisions and historical context
Managing, indexing, and visualizing personal learnings and development timelines

소개

주요 기능

Model Context Protocol (MCP) integration for AI assistants
5 GitHub stars
Hybrid semantic and full-text search (SQLite FTS5 + ChromaDB)
Drizzle ORM for type-safe database management with SQLite
React dashboard for knowledge visualization and insights
HTTP API with endpoints for search, consult, learn, and reflection

사용 사례

Integrating personal knowledge and philosophical principles with AI-driven workflows
Querying a personal memory layer for guidance on decisions and historical context
Managing, indexing, and visualizing personal learnings and development timelines