Ejentum Python Packages

autogen-ejentum

AutoGen integration for the Ejentum Reasoning Harness. ejentum_tools() returns 8 async tool closures (4 harnesses × dynamic + adaptive) bound to shared config.

agno-ejentum

Agno Toolkit for the Ejentum Reasoning Harness. Eight agent-callable methods: four dynamic (reasoning, code, anti_deception, memory) and four adaptive (adaptive_reasoning, adaptive_code, adaptive_anti_deception, adaptive_memory) that pre-fit the operation to the task via an adapter LLM. Each call retrieves a structured cognitive injection: a natural-language procedure plus an executable reasoning topology.

langchain-ejentum

LangChain integration for the Ejentum Reasoning Harness. 8 BaseTool subclasses (4 harnesses × dynamic + adaptive) plus an EjentumTools factory.

crewai-ejentum

CrewAI tool for the Ejentum Reasoning Harness. One agent-callable tool with a mode parameter covering eight modes: four dynamic (reasoning, code, anti-deception, memory) and four adaptive (adaptive-reasoning, adaptive-code, adaptive-anti-deception, adaptive-memory) that pre-fit the operation to the task via an adapter LLM. Each call retrieves a structured cognitive injection: a natural-language procedure plus an executable reasoning topology.

letta-ejentum

Letta integration for the Ejentum Reasoning Harness. 8 Python functions (4 harnesses × dynamic + adaptive) registered via tools.upsert_from_function.

pydantic-ai-ejentum

PydanticAI toolset for the Ejentum Reasoning Harness. EjentumToolset registers 8 tools (4 harnesses × dynamic + adaptive) that the agent calls before generating.

llama-index-tools-ejentum

LlamaIndex tool spec for the Ejentum Reasoning Harness. Wraps the hosted Ejentum MCP server and exposes eight cognitive harness tools as LlamaIndex FunctionTool objects: four dynamic (reasoning, code, anti-deception, memory) plus four adaptive variants (adaptive-reasoning, adaptive-code, adaptive-anti-deception, adaptive-memory) that pre-fit the cognitive operation to the caller's task via an adapter LLM.

smolagents-ejentum

smolagents Tool subclasses for the Ejentum Reasoning Harness. Eight tools: four dynamic (reasoning, code, anti-deception, memory) and four adaptive (adaptive-reasoning, adaptive-code, adaptive-anti-deception, adaptive-memory) that pre-fit the operation to the task via an adapter LLM. Each call returns a structured cognitive injection: a natural-language procedure plus an executable reasoning topology.