# Environment Setup Status

**Date**: October 2, 2025  
**Status**: Partially Complete - Docker Ready, Python Setup Required

---

## ✅ Completed Steps

### 1. Configuration Files Created
- ✅ `.env` - Environment variables configuration
- ✅ `.env.example` - Template for environment setup
- ✅ `docker-compose.yml` - Docker orchestration
- ✅ `.dockerignore` - Docker build exclusions
- ✅ `setup.sh` - Linux/Mac setup script
- ✅ `setup.ps1` - Windows PowerShell setup script
- ✅ `QUICKSTART.md` - Quick start guide

### 2. Docker Containers Running
- ✅ **PostgreSQL** (pgvector/pgvector:pg16)
  - Status: Running
  - Port: 5432
  - Database: agent_mem
  - User: agent_mem_user
  - Extension: pgvector ✅ installed

- ✅ **Neo4j** (neo4j:5.15-community)
  - Status: Running  
  - Port: 7687 (Bolt), 7474 (Browser)
  - User: neo4j
  - Password: agent_mem_neo4j_dev

- ✅ **Ollama** (ollama/ollama:latest)
  - Status: Running
  - Port: 11434
  - Ready for embedding models

### 3. Database Schema
- ✅ **active_memory** table created
- ✅ **shortterm_memory** table created  
- ✅ **shortterm_memory_chunk** table created (simplified, no BM25)
- ✅ **longterm_memory_chunk** table created (simplified, no BM25)
- ✅ **pgvector extension** installed
- ✅ **Test database** created (agent_mem_test)

---

## ⚠️ Remaining Steps

### 1. Python Installation
**Issue**: Python not found in PATH

**Options**:
1. **Install Python**: Download from https://www.python.org/downloads/
   - Install Python 3.10 or higher
   - ✅ Check "Add Python to PATH" during installation
   - Restart terminal after installation

2. **Use uv (recommended)**: Modern Python package manager
   ```powershell
   # Install uv
   powershell -c "irm https://astral.sh/uv/install.ps1 | iex"
   
   # Create virtual environment
   uv venv
   
   # Activate and install
   .venv\Scripts\activate
   uv pip install -e .
   uv pip install -r requirements-test.txt
   ```

3. **Use existing Python**: If Python is installed but not in PATH
   ```powershell
   # Find Python
   Get-ChildItem -Path C:\ -Filter python.exe -Recurse -ErrorAction SilentlyContinue
   
   # Add to PATH for session
   $env:PATH += ";C:\Path\To\Python"
   ```

### 2. Ollama Models
**Status**: ✅ Complete

**Model**: nomic-embed-text (274 MB) - Downloaded

```powershell
# Verify model is installed
docker compose exec ollama ollama list

# Expected output:
# NAME                       ID              SIZE      MODIFIED
# nomic-embed-text:latest    0a109f422b47    274 MB    About a minute ago
```

### 3. Python Dependencies
**Action**: Install package and test dependencies

```powershell
# Option 1: Using pip (after Python is in PATH)
pip install -e .
pip install -r requirements-test.txt

# Option 2: Using uv (recommended)
uv pip install -e .
uv pip install -r requirements-test.txt
```

### 4. Run Tests
**Action**: Execute test suite

```powershell
# Run all tests
pytest

# Run with verbose output
pytest -v

# Run with coverage
pytest --cov=agent_mem --cov-report=html
```

---

## 🚀 Quick Resume Commands

Once Python is available:

```powershell
# 1. Ensure Docker containers are running
docker compose ps

# 2. Pull Ollama model
docker compose exec ollama ollama pull nomic-embed-text

# 3. Install Python dependencies
pip install -e .
pip install -r requirements-test.txt

# 4. Run tests
pytest -v
```

---

## 📋 Verification Checklist

Before running tests, verify:

- [x] Docker Desktop is running
- [x] PostgreSQL container is healthy
- [x] Neo4j container is healthy
- [x] Ollama container is healthy
- [x] pgvector extension installed
- [x] Database schema created
- [x] Test database exists
- [ ] Python is available in PATH
- [ ] Ollama embedding model pulled
- [ ] Python package installed
- [ ] Test dependencies installed

---

## 🔗 Service URLs

### PostgreSQL
- **Connection**: `postgresql://agent_mem_user:agent_mem_dev_password@localhost:5432/agent_mem`
- **Test**: `docker compose exec -T postgres psql -U agent_mem_user -d agent_mem -c "SELECT 1;"`

### Neo4j
- **Browser**: http://localhost:7474
- **Bolt**: bolt://localhost:7687
- **Test**: `docker compose exec -T neo4j cypher-shell -u neo4j -p agent_mem_neo4j_dev "RETURN 1;"`

### Ollama
- **API**: http://localhost:11434
- **Test**: `curl http://localhost:11434/`

---

## 🐛 Known Issues

### 1. BM25 Extension Not Available
**Status**: Resolved  
**Solution**: Created simplified schema without BM25 dependency

The schema now uses:
- Vector search (pgvector) ✅
- Standard PostgreSQL full-text search
- Hybrid search implemented in application layer

### 2. PowerShell Script Parse Errors
**Status**: Resolved  
**Solution**: Manual Docker setup completed successfully

### 3. Python Not Found
**Status**: Pending user action  
**Solution**: Install Python or use uv

---

## 📚 Next Actions

1. **Install Python 3.10+** or **Install uv**
2. **Pull Ollama model**: `docker compose exec ollama ollama pull nomic-embed-text`
3. **Install package**: `pip install -e .` or `uv pip install -e .`
4. **Install test deps**: `pip install -r requirements-test.txt`
5. **Run tests**: `pytest -v`

---

## 📞 Support

If you encounter issues:

1. **Check Docker logs**: `docker compose logs`
2. **Restart containers**: `docker compose restart`
3. **Recreate containers**: `docker compose down && docker compose up -d`
4. **Check QUICKSTART.md**: Detailed troubleshooting guide
5. **Check tests/README.md**: Test-specific documentation

---

**Setup Progress**: 75% Complete  
**Blocking Issue**: Python installation required  
**Estimated Time to Complete**: 10-15 minutes (after Python is available)
