E

embeddings

A persistent-memory AI agent with cryptographically signed, hash-chained, tamper-evident memory. Pre-commit quality scoring quarantines prompt-injection; protected zones guard core records. Scans its own history for recurring gaps and proposes improvements for human review. Provider-agnostic (Claude, GPT, Gemini, DeepSeek, OpenRouter, Ollama).

Multi-source RAG pipeline with hybrid vector + keyword retrieval, LLM-powered concept knowledge graph, adaptive search weighting, and evaluation framework.

The movie-service is a Spring Boot RESTful API that allows consumers to locate a list of appropriate movies based upon a provided mood. The service performs a semantic search on a collection of movies by their plot descriptions, via the use of MongoDB Atlas.