ooples 

Compiler-neutral bounded program improvement and artifact-bound promotion.

Optional standalone Evolution deployment lifecycle and MAP-Elites model consumer.

Optional bounded numeric surrogate adapters with explicit reliability diagnostics for AiDotNet.Evolution.

Neo4j property-graph backend for AiDotNet's GraphRAG / knowledge-graph pipeline. Implements IGraphStore over the Neo4j C# driver (nodes as labeled nodes, edges as relationships, MERGE upserts, Cypher MATCH... More information

Package Description

Elasticsearch document-store backend for AiDotNet's retrieval-augmented generation pipeline. Implements IDocumentStore via the Elastic.Clients.Elasticsearch 9.x client. Licensed under BSL 1.1 — see... More information

Redis-backed services for AiDotNet. Provides RedisGraphCheckpointer (IGraphCheckpointer) for durable, distributed agentic-graph checkpointing. Opt-in: reference this package to keep StackExchange.Redis out of... More information

Homomorphic-encryption provider for AiDotNet federated learning, implemented with Microsoft SEAL. Provides SealHomomorphicEncryptionProvider (IHomomorphicEncryptionProvider) for encrypted weighted-average... More information

SQLite-backed services for AiDotNet. Provides SqliteSqlSyntaxValidator (ISqlSyntaxValidator) for precise SQL validation in the program synthesizer. Opt-in: reference this package and register the validator via... More information

PostgreSQL-backed services for AiDotNet. Provides PostgresGraphCheckpointer (IGraphCheckpointer) for durable agentic-graph checkpointing. Opt-in: reference this package to keep Npgsql out of the core package.... More information

Run and resume AiDotNet.Evolution program evolutions; inspect, compare, export and report runs from their trace files.