# llm

**Version**: v0.1.0 | **Status**: Active | **Last Updated**: March 2026

## Overview

Module implementation, resources, and local coordination for Llm..

## Directory Contents
- `API_SPECIFICATION.md` – File
- `MCP_TOOL_SPECIFICATION.md` – File
- `PAI.md` – File
- `README.md` – File
- `SECURITY.md` – File
- `SPEC.md` – File
- `__init__.py` – File
- `chain_of_thought.py` – File
- `chains/` – Subdirectory
- `config.py` – File
- `context_manager.py` – File
- `cost_tracking/` – Subdirectory
- `embeddings/` – Subdirectory
- `exceptions.py` – File
- `fabric/` – Subdirectory
- `guardrails/` – Subdirectory
- `mcp.py` – File
- `mcp_tools.py` – File
- `memory/` – Subdirectory
- `models/` – Subdirectory
- `multimodal/` – Subdirectory
- `ollama/` – Subdirectory
- `outputs/` – Subdirectory
- `prompt_templates/` – Subdirectory
- `prompts/` – Subdirectory
- `providers/` – Subdirectory
- `py.typed` – File
- `rag/` – Subdirectory
- `router.py` – File
- `safety.py` – File
- `streaming/` – Subdirectory
- `tools/` – Subdirectory

## Navigation
- **Parent Directory**: [codomyrmex](../README.md)
- **Project Root**: ../../../README.md

## Related Documents

- **Agents**: [AGENTS.md](AGENTS.md)
