Group: Singlr

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Core abstractions: Agent, Memory, Tools, Fault Tolerance, Workflows

Open-ended, streamable, steerable agentic SDK — the v2 foundation

SCIM filter expression to parameterized SQL converter and PostgreSQL query analyzer

Anthropic Claude provider via Messages API

Google Gemini provider via Interactions API

Local ONNX Runtime embedding models (Nomic, Gemma)

OpenAI GPT provider via Responses API

PostgreSQL persistence for prompts and traces via Helidon DbClient

Sandboxed code execution for RLM patterns

Helidon SE service wrapper that exposes helios-session sessions over HTTP and SSE

Deterministic test doubles for Helios consumers — scripted Model for CI evals