API Reference

This section contains the auto-generated API reference for the OpenJarvis Python package. Documentation is extracted directly from the source code docstrings using mkdocstrings.

Each page documents a major module of the framework, including abstract base classes, concrete implementations, and utility functions.

Modules

Module	Description
SDK	High-level Jarvis class and MemoryHandle proxy
Core	Registries, types, configuration, and event bus
Engine	Inference engine ABC and backends (Ollama, vLLM, llama.cpp, SGLang, Cloud)
Agents	Agent ABC and implementations (Simple, Orchestrator, OpenClaw, Custom)
Memory	Memory backend ABC and implementations (SQLite, FAISS, ColBERT, BM25, Hybrid)
Tools	Tool ABC, executor, and built-in tools (Calculator, Think, Retrieval, LLM, FileRead)
Intelligence	Heuristic router and model catalog
Learning	Router policies, reward functions, and trace-driven learning
Traces	Trace storage, collection, and analysis
Telemetry	Telemetry storage, aggregation, and instrumented wrappers
Benchmarks	Benchmark ABC, suite runner, latency and throughput benchmarks
Evals	Evaluation framework: backends, dataset providers, scorers, and suite runner
Server	FastAPI application, OpenAI-compatible routes, and Pydantic models