Local LLM agent powered by ollama — memory, plan mode, subagents
Project description
ollaAgent
A local LLM agent powered by ollama — with persistent memory, plan mode, and parallel subagents.
Features
| Feature | Description |
|---|---|
| Agent Loop | Iterative tool-calling loop with run_python, run_bash, read_file, write_file, list_files |
| Persistent Memory | JSON-backed memory with /memory add/list/search/clear commands |
| Session Saving | Conversation history auto-saved to .agents/sessions/ on exit |
| Plan Mode | /plan <task> — generates a structured step-by-step plan without executing tools |
| Subagents | /subagent — runs multiple ollama instances in parallel via multiprocessing.Pool |
| Permission Control | Configurable allow/deny patterns for bash commands |
| Cloudflare Access | Supports CF-Access headers for tunneled ollama endpoints |
Requirements
Installation
git clone https://github.com/github010000/ollaAgent
cd ollaAgent
uv sync
Usage
# Start the agent (default model: qwen3-coder-next:latest)
ollaagent
# With a specific model
ollaagent --model qwen2.5-coder:7b
# With a remote ollama host
ollaagent --host https://your-ollama.example.com
Built-in Commands
| Command | Description |
|---|---|
/plan <task> |
Generate a step-by-step plan (no execution) |
/subagent |
Run tasks in parallel across multiple ollama instances |
/memory add <text> |
Add an entry to persistent memory |
/memory list |
List all memory entries |
/memory search <query> |
Search memory by keyword |
/memory clear |
Clear all memory entries |
/exit |
Exit the agent |
Subagent Usage
Single model across all tasks:
/subagent
> --model llama3:8b task one | task two | task three
Per-task model assignment:
> @qwen2.5-coder:7b write a sorting algorithm | @llama3:8b explain it
Configuration
Create a .env file in the project root:
OLLAMA_HOST=http://localhost:11434
CF_ACCESS_CLIENT_ID=
CF_ACCESS_CLIENT_SECRET=
Project Structure
ollaAgent/
├── agent.py # Main agent loop & CLI entry point
├── memory.py # Persistent memory (JSON)
├── plan_mode.py # Plan-only mode (tools=[])
├── subagent.py # Parallel subagents via multiprocessing
├── tool_bash.py # Bash tool with permission control
├── permissions.py # Allow/deny pattern matching
├── config_loader.py # YAML config & system prompt builder
└── ollama_client.py # Ollama client factory
Running Tests
uv run pytest
License
MIT — see LICENSE for details.
Project details
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