### Tic-Tac-Toe Game Log

Source: https://gitlab.com/astra-language/examples/llm-examples/tic-tac-toe/-/blob/main/2llms/README.md

This log shows the interaction between two LLM agents playing Tic-Tac-Toe. It details the game setup, board state updates, and agent moves until the game concludes.

```log
[Scheduler] Processors: 10
SLF4J(W): No SLF4J providers were found.
SLF4J(W): Defaulting to no-operation (NOP) logger implementation
SLF4J(W): See https://www.slf4j.org/codes.html#noProviders for further details.
Web Server started at 9000
[main]Setting up game...
[main]Creating board...
[main]POSTing to: http://localhost:8080/boards
[main]Created Board: http://localhost:8080/boards/game1
SENDING: inform from: main to: [p1] with: configure("X","p2","http://localhost:8080/boards/game1")
[p1]Received Configuration Message
SENDING: inform from: main to: [p2] with: configure("O","p1","http://localhost:8080/boards/game1")
[p2]Received Configuration Message
[p2]creating: p2-base
[p1]creating: p1-base
Creating base artifact: p2
Creating base artifact: p1
Exposing Agent @ Base Uri: http://127.0.0.1:9000/p2
Exposing Agent @ Base Uri: http://127.0.0.1:9000/p1
SENDING: inform from: p1 to: [main] with: configured("X","http://localhost:8080/boards/game1")
SENDING: inform from: p2 to: [main] with: configured("O","http://localhost:8080/boards/game1")
[main]Ready to play....
SENDING: request from: main to: [p1] with: move()
[p1]Connecting to: http://localhost:8080/boards/game1
[p1]board: {"board":["","",""],"",""]}
[p1]Thinking...
[p1]Selection: (1/1)


SENDING: request from: p1 to: [p2] with: move()
[p2]Connecting to: http://localhost:8080/boards/game1
[p2]board: {"board":["","",""],"","X",""],"",""]}
[p2]Thinking...
[p2]Selection: (1/2)


SENDING: request from: p2 to: [p1] with: move()
[p1]Connecting to: http://localhost:8080/boards/game1
[p1]board: {"board":["","",""],"","X","O"],"",""]}
[p1]Thinking...
[p1]Selection: (0/0)


SENDING: request from: p1 to: [p2] with: move()
[p2]Connecting to: http://localhost:8080/boards/game1
[p2]board: {"board":["X","",""],"","X","O"],"",""]}
[p2]Thinking...
[p2]Selection: (0/1)


SENDING: request from: p2 to: [p1] with: move()
[p1]Connecting to: http://localhost:8080/boards/game1
[p1]board: {"board":["X","O",""],"","X","O"],"",""]}
[p1]Thinking...
[p1]Selection: (2/0)


SENDING: request from: p1 to: [p2] with: move()
[p2]Connecting to: http://localhost:8080/boards/game1
[p2]board: {"board":["X","O",""],"","X","O"],"X","",""],"X","O",""],"",""]}
[p2]Thinking...
[p2]Selection: (2/1)


SENDING: request from: p2 to: [p1] with: move()
[p1]Connecting to: http://localhost:8080/boards/game1
[p1]board: {"board":["X","O",""],"","X","O"],"X","O",""],"X","O",""],"",""]}
[p1]Thinking...
[p1]Selection: (1/0)


SENDING: request from: p1 to: [p2] with: move()
[p2]Connecting to: http://localhost:8080/boards/game1
[p2]board: {"board":["X","O",""],"X","X","O"],"X","O",""],"X","O",""],"",""]}
[p2]Winner: X
CLOSED

```

--------------------------------

### Create Basic OpenAI Player

Source: https://gitlab.com/astra-language/examples/llm-examples/tic-tac-toe/-/blob/main/README.md

Use this command to create a basic Tic-Tac-Toe player utilizing OpenAI.

```Astra
system.createAgent(x, "OpenAIPlayer");
```

--------------------------------

### Add Files using Command Line

Source: https://gitlab.com/astra-language/examples/llm-examples/tic-tac-toe/-/blob/main/agents/README.md

Instructions for adding files to a Git repository and pushing them to a remote origin. Ensure you are in the existing repository directory before executing.

```bash
cd existing_repo
git remote add origin https://gitlab.com/astra-language/examples/llm-examples/tic-tac-toe.git
git branch -M main
git push -uf origin main
```

--------------------------------

### Create Reflective OpenAI Player

Source: https://gitlab.com/astra-language/examples/llm-examples/tic-tac-toe/-/blob/main/README.md

Use this command to create a Tic-Tac-Toe player with a reflective OpenAI strategy. A limit of three reflections is imposed.

```Astra
system.createAgent(x, "ReflectiveOpenAIPlayer");
```

--------------------------------

### Create Basic Gemini Player

Source: https://gitlab.com/astra-language/examples/llm-examples/tic-tac-toe/-/blob/main/README.md

Use this command to create a basic Tic-Tac-Toe player utilizing Gemini.

```Astra
system.createAgent(x, "GeminiPlayer");
```

--------------------------------

### Create Basic Linear Player

Source: https://gitlab.com/astra-language/examples/llm-examples/tic-tac-toe/-/blob/main/README.md

Use this command to create a non-LLM based linear player for Tic-Tac-Toe.

```Astra
system.createAgent(x, "BasicPlayer");
```

--------------------------------

### Create Defensive OpenAI Player

Source: https://gitlab.com/astra-language/examples/llm-examples/tic-tac-toe/-/blob/main/README.md

Use this command to create a defensive Tic-Tac-Toe player using OpenAI. It first checks if the board is 'loosable' before deciding a move.

```Astra
system.createAgent(x, "DefensiveOpenAIPlayer");
```

--------------------------------

### Create Reflective Gemini Player

Source: https://gitlab.com/astra-language/examples/llm-examples/tic-tac-toe/-/blob/main/README.md

Use this command to create a Tic-Tac-Toe player with a reflective Gemini strategy. A limit of three reflections is imposed.

```Astra
system.createAgent(x, "ReflectiveGeminiPlayer");
```

--------------------------------

### Create Defensive Gemini Player

Source: https://gitlab.com/astra-language/examples/llm-examples/tic-tac-toe/-/blob/main/README.md

Use this command to create a defensive Tic-Tac-Toe player using Gemini. It first checks if the board is 'loosable' before deciding a move.

```Astra
system.createAgent(x, "DefensiveGeminiPlayer");
```

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