# Genkit Session Management Demo
This sample demonstrates how to use Genkit's advanced session management features to create stateful conversations with structured state updates.
## Features Demonstrated
* **Interactive Flow**: A guided step-by-step interactive flow using Streamlit.
* **Session Creation**: Initializing sessions with initial state (e.g., `user_name`, `preference`).
* **State Updates**: Updating session state dynamically during the conversation (e.g., changing `topic`).
* **Multi-Provider Support**: Switch between models from Google, Anthropic, DeepSeek, xAI, OpenAI, and Ollama.
* **State Visualization**: Real-time view of the session's internal stateJSON.
## Prerequisites
* Python 3.12+
* `uv` (recommended)
## Setup
1. (Optional) Set your API keys as environment variables for convenience:
* `GEMINI_API_KEY`
* `ANTHROPIC_API_KEY`
* `DEEPSEEK_API_KEY`
* `XAI_API_KEY`
* `OPENAI_API_KEY`
2. If using Ollama, ensure your Ollama server is running locally.
## Running
```bash
./run.sh
```
This will launch the Streamlit app. Follow the interactive buttons to step through the session flow and watch the state update in real-time.
