Use Cases
- Use cases
- Reference Agents
- Notebooks
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- Group Chat with Customized Speaker Selection Method
- RAG OpenAI Assistants in AutoGen
- Using RetrieveChat with Qdrant for Retrieve Augmented Code Generation and Question Answering
- Auto Generated Agent Chat: Function Inception
- Task Solving with Provided Tools as Functions (Asynchronous Function Calls)
- Using Guidance with AutoGen
- Solving Complex Tasks with A Sequence of Nested Chats
- Group Chat
- Solving Multiple Tasks in a Sequence of Async Chats
- Auto Generated Agent Chat: Task Solving with Provided Tools as Functions
- Conversational Chess using non-OpenAI clients
- RealtimeAgent with local websocket connection
- Web Scraping using Apify Tools
- DeepSeek: Adding Browsing Capabilities to AG2
- Interactive LLM Agent Dealing with Data Stream
- Generate Dalle Images With Conversable Agents
- Supercharging Web Crawling with Crawl4AI
- RealtimeAgent in a Swarm Orchestration
- Perform Research with Multi-Agent Group Chat
- Agent Tracking with AgentOps
- Translating Video audio using Whisper and GPT-3.5-turbo
- Automatically Build Multi-agent System from Agent Library
- Auto Generated Agent Chat: Collaborative Task Solving with Multiple Agents and Human Users
- Structured output
- CaptainAgent
- Group Chat with Coder and Visualization Critic
- Cross-Framework LLM Tool Integration with AG2
- Using FalkorGraphRagCapability with agents for GraphRAG Question & Answering
- Demonstrating the `AgentEval` framework using the task of solving math problems as an example
- RealtimeAgent in a Swarm Orchestration using WebRTC
- A Uniform interface to call different LLMs
- From Dad Jokes To Sad Jokes: Function Calling with GPTAssistantAgent
- Solving Complex Tasks with Nested Chats
- Usage tracking with AutoGen
- Agent with memory using Mem0
- Using RetrieveChat Powered by PGVector for Retrieve Augmented Code Generation and Question Answering
- Tools with Dependency Injection
- Solving Multiple Tasks in a Sequence of Chats with Different Conversable Agent Pairs
- WebSurferAgent
- Using RetrieveChat Powered by MongoDB Atlas for Retrieve Augmented Code Generation and Question Answering
- Assistants with Azure Cognitive Search and Azure Identity
- ReasoningAgent - Advanced LLM Reasoning with Multiple Search Strategies
- Agentic RAG workflow on tabular data from a PDF file
- RealtimeAgent in a Swarm Orchestration
- Making OpenAI Assistants Teachable
- Run a standalone AssistantAgent
- AutoBuild
- Solving Multiple Tasks in a Sequence of Chats
- Currency Calculator: Task Solving with Provided Tools as Functions
- Swarm Orchestration with AG2
- Use AutoGen in Databricks with DBRX
- Using a local Telemetry server to monitor a GraphRAG agent
- Auto Generated Agent Chat: Solving Tasks Requiring Web Info
- StateFlow: Build Workflows through State-Oriented Actions
- Groupchat with Llamaindex agents
- Using Neo4j's native GraphRAG SDK with AG2 agents for Question & Answering
- WebSurferAgent
- Agent Chat with Multimodal Models: LLaVA
- Group Chat with Retrieval Augmented Generation
- Runtime Logging with AutoGen
- SocietyOfMindAgent
- Agent Chat with Multimodal Models: DALLE and GPT-4V
- Agent Observability with OpenLIT
- Mitigating Prompt hacking with JSON Mode in Autogen
- Trip planning with a FalkorDB GraphRAG agent using a Swarm
- Language Agent Tree Search
- Auto Generated Agent Chat: Collaborative Task Solving with Coding and Planning Agent
- OptiGuide with Nested Chats in AutoGen
- Auto Generated Agent Chat: Task Solving with Langchain Provided Tools as Functions
- Writing a software application using function calls
- Auto Generated Agent Chat: GPTAssistant with Code Interpreter
- Adding Browsing Capabilities to AG2
- Agentchat MathChat
- Chatting with a teachable agent
- RealtimeAgent with gemini client
- Preprocessing Chat History with `TransformMessages`
- Chat with OpenAI Assistant using function call in AutoGen: OSS Insights for Advanced GitHub Data Analysis
- Small, Local Model (IBM Granite) Multi-Agent RAG
- Websockets: Streaming input and output using websockets
- RealtimeAgent in a Swarm Orchestration
- Task Solving with Code Generation, Execution and Debugging
- Agent Chat with Async Human Inputs
- Agent Chat with custom model loading
- Chat Context Dependency Injection
- DeepReaserchAgent
- Nested Chats for Tool Use in Conversational Chess
- Auto Generated Agent Chat: Group Chat with GPTAssistantAgent
- Cross-Framework LLM Tool for CaptainAgent
- Auto Generated Agent Chat: Teaching AI New Skills via Natural Language Interaction
- SQL Agent for Spider text-to-SQL benchmark
- Auto Generated Agent Chat: Task Solving with Code Generation, Execution, Debugging & Human Feedback
- OpenAI Assistants in AutoGen
- (Legacy) Implement Swarm-style orchestration with GroupChat
- Enhanced Swarm Orchestration with AG2
- Using RetrieveChat for Retrieve Augmented Code Generation and Question Answering
- Using Neo4j's graph database with AG2 agents for Question & Answering
- AgentOptimizer: An Agentic Way to Train Your LLM Agent
- Engaging with Multimodal Models: GPT-4V in AutoGen
- RealtimeAgent with WebRTC connection
- Agent with memory using Mem0
- FSM - User can input speaker transition constraints
- Config loader utility functions
- Community Gallery
Nested Chats for Tool Use in Conversational Chess
LLM-backed agents playing chess with each other using nested chats.
This notebook demonstrates how to create agents that can play chess with each other while communicating in natural language. The key concept covered in this notebook is the use of nested chats to enable tool use and packaging an LLM-based agent with a tool executor agent into a single agent.
Related tutorials: - Tool Use - Nested Chats
In this setting, each player is an agent backed by an LLM equipped two
tools: - get_legal_moves
to get a list of current legal moves. -
make_move
to make a move.
A board proxy agent is set up to execute the tools and manage the game. It is important to use a board proxy as a non-LLM “guard rail” to ensure the game is played correctly and to prevent agents from making illegal moves.
Each time a player agent receives a message from the other player agent, it instantiates a nested chat with the board proxy agent to get the legal moves and make a move using the tools given. The nested chat between the player agent and the board agent continues until the a legal move is made by the tool. Once the nested chat concludes, the player agent sends a message to the other player agent about the move made.
Installation
First you need to install the autogen
and chess
packages to use
AutoGen.
! pip install -qqq autogen chess
Setting up LLMs
Now you can set up the models you want to use.
import os
player_white_config_list = [
{
"model": "gpt-4-turbo-preview",
"api_key": os.environ.get("OPENAI_API_KEY"),
},
]
player_black_config_list = [
{
"model": "gpt-4-turbo-preview",
"api_key": os.environ.get("OPENAI_API_KEY"),
},
]
Creating tools
Write functions for getting legal moves and making a move.
from typing import Annotated
import chess
import chess.svg
from IPython.display import display
# Initialize the board.
board = chess.Board()
# Keep track of whether a move has been made.
made_move = False
def get_legal_moves() -> Annotated[str, "A list of legal moves in UCI format"]:
return "Possible moves are: " + ",".join([str(move) for move in board.legal_moves])
def make_move(move: Annotated[str, "A move in UCI format."]) -> Annotated[str, "Result of the move."]:
move = chess.Move.from_uci(move)
board.push_uci(str(move))
global made_move
made_move = True
# Display the board.
display(
chess.svg.board(board, arrows=[(move.from_square, move.to_square)], fill={move.from_square: "gray"}, size=200)
)
# Get the piece name.
piece = board.piece_at(move.to_square)
piece_symbol = piece.unicode_symbol()
piece_name = (
chess.piece_name(piece.piece_type).capitalize()
if piece_symbol.isupper()
else chess.piece_name(piece.piece_type)
)
return f"Moved {piece_name} ({piece_symbol}) from {chess.SQUARE_NAMES[move.from_square]} to {chess.SQUARE_NAMES[move.to_square]}."
Creating agents
Let’s create the agents. We have three different agents: -
player_white
is the agent that plays white. - player_black
is the
agent that plays black. - board_proxy
is the agent that moves the
pieces on the board.
from autogen import ConversableAgent, register_function
player_white = ConversableAgent(
name="Player White",
system_message="You are a chess player and you play as white. "
"First call get_legal_moves() first, to get list of legal moves. "
"Then call make_move(move) to make a move.",
llm_config={"config_list": player_white_config_list, "cache_seed": None},
)
player_black = ConversableAgent(
name="Player Black",
system_message="You are a chess player and you play as black. "
"First call get_legal_moves() first, to get list of legal moves. "
"Then call make_move(move) to make a move.",
llm_config={"config_list": player_black_config_list, "cache_seed": None},
)
# Check if the player has made a move, and reset the flag if move is made.
def check_made_move(msg):
global made_move
if made_move:
made_move = False
return True
else:
return False
board_proxy = ConversableAgent(
name="Board Proxy",
llm_config=False,
# The board proxy will only terminate the conversation if the player has made a move.
is_termination_msg=check_made_move,
# The auto reply message is set to keep the player agent retrying until a move is made.
default_auto_reply="Please make a move.",
human_input_mode="NEVER",
)
Register tools for the agents. See tutorial chapter on tool use for more information.
register_function(
make_move,
caller=player_white,
executor=board_proxy,
name="make_move",
description="Call this tool to make a move.",
)
register_function(
get_legal_moves,
caller=player_white,
executor=board_proxy,
name="get_legal_moves",
description="Get legal moves.",
)
register_function(
make_move,
caller=player_black,
executor=board_proxy,
name="make_move",
description="Call this tool to make a move.",
)
register_function(
get_legal_moves,
caller=player_black,
executor=board_proxy,
name="get_legal_moves",
description="Get legal moves.",
)
Now the agents have their tools ready. You can inspect the auto-generated tool schema for each agent.
player_black.llm_config["tools"]
[{'type': 'function',
'function': {'description': 'Call this tool to make a move.',
'name': 'make_move',
'parameters': {'type': 'object',
'properties': {'move': {'type': 'string',
'description': 'A move in UCI format.'}},
'required': ['move']}}},
{'type': 'function',
'function': {'description': 'Get legal moves.',
'name': 'get_legal_moves',
'parameters': {'type': 'object', 'properties': {}, 'required': []}}}]
Register nested chats for the player agents. Nested chats allows each player agent to chat with the board proxy agent to make a move, before communicating with the other player agent.
In the code below, in each nested chat, the board proxy agent starts a
conversation with the player agent using the message received from the
other player agent (e.g., “Your move”). The two agents continue the
conversation until a legal move is made using the make_move
tool. The
last message in the nested chat is a message from the player agent about
the move made, and this message is then sent to the other player agent.
The following diagram illustrates the nested chat between the player agent and the board agent.
See nested chats tutorial chapter for more information.
player_white.register_nested_chats(
trigger=player_black,
chat_queue=[
{
# The initial message is the one received by the player agent from
# the other player agent.
"sender": board_proxy,
"recipient": player_white,
# The final message is sent to the player agent.
"summary_method": "last_msg",
}
],
)
player_black.register_nested_chats(
trigger=player_white,
chat_queue=[
{
# The initial message is the one received by the player agent from
# the other player agent.
"sender": board_proxy,
"recipient": player_black,
# The final message is sent to the player agent.
"summary_method": "last_msg",
}
],
)
Playing the game
Start the chess game.
# Clear the board.
board = chess.Board()
chat_result = player_black.initiate_chat(
player_white,
message="Let's play chess! Your move.",
max_turns=4,
)
Player Black (to Player White):
Let's play chess! Your move.
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
********************************************************************************
Starting a new chat....
********************************************************************************
Board Proxy (to Player White):
Let's play chess! Your move.
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player White (to Board Proxy):
***** Suggested tool call (call_8aNbVlbAuH1l4f196x6R5Ccv): get_legal_moves *****
Arguments:
{}
********************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION get_legal_moves...
Board Proxy (to Player White):
Board Proxy (to Player White):
***** Response from calling tool (call_8aNbVlbAuH1l4f196x6R5Ccv) *****
Possible moves are: g1h3,g1f3,b1c3,b1a3,h2h3,g2g3,f2f3,e2e3,d2d3,c2c3,b2b3,a2a3,h2h4,g2g4,f2f4,e2e4,d2d4,c2c4,b2b4,a2a4
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player White (to Board Proxy):
***** Suggested tool call (call_BT0pL4qOUJNt4tH9JhzUWxa0): make_move *****
Arguments:
{"move":"e2e4"}
**************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION make_move...
Board Proxy (to Player White):
Board Proxy (to Player White):
***** Response from calling tool (call_BT0pL4qOUJNt4tH9JhzUWxa0) *****
Moved pawn (♙) from e2 to e4.
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player White (to Board Proxy):
I've moved the pawn from e2 to e4. Your move!
--------------------------------------------------------------------------------
Player White (to Player Black):
I've moved the pawn from e2 to e4. Your move!
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
********************************************************************************
Starting a new chat....
********************************************************************************
Board Proxy (to Player Black):
I've moved the pawn from e2 to e4. Your move!
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player Black (to Board Proxy):
***** Suggested tool call (call_4kweVDAIgGqvKruWz4PvK01f): get_legal_moves *****
Arguments:
{}
********************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION get_legal_moves...
Board Proxy (to Player Black):
Board Proxy (to Player Black):
***** Response from calling tool (call_4kweVDAIgGqvKruWz4PvK01f) *****
Possible moves are: g8h6,g8f6,b8c6,b8a6,h7h6,g7g6,f7f6,e7e6,d7d6,c7c6,b7b6,a7a6,h7h5,g7g5,f7f5,e7e5,d7d5,c7c5,b7b5,a7a5
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player Black (to Board Proxy):
***** Suggested tool call (call_p3asgsBvtmA7O4aAtgHhYp48): make_move *****
Arguments:
{"move":"e7e5"}
**************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION make_move...
Board Proxy (to Player Black):
Board Proxy (to Player Black):
***** Response from calling tool (call_p3asgsBvtmA7O4aAtgHhYp48) *****
Moved pawn (♟) from e7 to e5.
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player Black (to Board Proxy):
I've moved my pawn from e7 to e5. Your move!
--------------------------------------------------------------------------------
Player Black (to Player White):
I've moved my pawn from e7 to e5. Your move!
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
********************************************************************************
Starting a new chat....
********************************************************************************
Board Proxy (to Player White):
I've moved my pawn from e7 to e5. Your move!
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player White (to Board Proxy):
***** Suggested tool call (call_9ynncokEz6NnIAy4RWLoUSb6): get_legal_moves *****
Arguments:
{}
********************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION get_legal_moves...
Board Proxy (to Player White):
Board Proxy (to Player White):
***** Response from calling tool (call_9ynncokEz6NnIAy4RWLoUSb6) *****
Possible moves are: g1h3,g1f3,g1e2,f1a6,f1b5,f1c4,f1d3,f1e2,e1e2,d1h5,d1g4,d1f3,d1e2,b1c3,b1a3,h2h3,g2g3,f2f3,d2d3,c2c3,b2b3,a2a3,h2h4,g2g4,f2f4,d2d4,c2c4,b2b4,a2a4
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player White (to Board Proxy):
***** Suggested tool call (call_ohlmvsDY5fFi9JaryU2y9IhS): make_move *****
Arguments:
{"move":"e2e4"}
**************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION make_move...
Board Proxy (to Player White):
Board Proxy (to Player White):
***** Response from calling tool (call_ohlmvsDY5fFi9JaryU2y9IhS) *****
Error: illegal uci: 'e2e4' in rnbqkbnr/pppp1ppp/8/4p3/4P3/8/PPPP1PPP/RNBQKBNR w KQkq - 0 2
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player White (to Board Proxy):
It looks like there was an error with my intended move, which seems to be a misunderstanding since the move I tried to make (e2 to e4) is not legal given the board's current state. Since I mistakenly interpreted the board's initial setup and your move, let's proceed correctly based on the actual state of the game.
Based on the available moves, I will now choose a different move to make. Let's go with d2 to d4.
***** Suggested tool call (call_zNB1QN26j5T0cggskYabBJRs): make_move *****
Arguments:
{"move":"d2d4"}
**************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION make_move...
Board Proxy (to Player White):
Board Proxy (to Player White):
***** Response from calling tool (call_zNB1QN26j5T0cggskYabBJRs) *****
Moved pawn (♙) from d2 to d4.
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player White (to Board Proxy):
I've moved my pawn from d2 to d4. Your move!
--------------------------------------------------------------------------------
Player White (to Player Black):
I've moved my pawn from d2 to d4. Your move!
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
********************************************************************************
Starting a new chat....
********************************************************************************
Board Proxy (to Player Black):
I've moved my pawn from d2 to d4. Your move!
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player Black (to Board Proxy):
***** Suggested tool call (call_NXjSt2zzC6e342henmdTTV6U): get_legal_moves *****
Arguments:
{}
********************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION get_legal_moves...
Board Proxy (to Player Black):
Board Proxy (to Player Black):
***** Response from calling tool (call_NXjSt2zzC6e342henmdTTV6U) *****
Possible moves are: g8e7,g8h6,g8f6,f8e7,f8d6,f8c5,f8b4,f8a3,e8e7,d8e7,d8f6,d8g5,d8h4,b8c6,b8a6,e5d4,h7h6,g7g6,f7f6,d7d6,c7c6,b7b6,a7a6,h7h5,g7g5,f7f5,d7d5,c7c5,b7b5,a7a5
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player Black (to Board Proxy):
***** Suggested tool call (call_yBiZaYTC96uQGwJWYdg1qra0): make_move *****
Arguments:
{"move":"d7d5"}
**************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION make_move...
Board Proxy (to Player Black):
Board Proxy (to Player Black):
***** Response from calling tool (call_yBiZaYTC96uQGwJWYdg1qra0) *****
Moved pawn (♟) from d7 to d5.
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player Black (to Board Proxy):
I've moved my pawn from d7 to d5. Your move!
--------------------------------------------------------------------------------
Player Black (to Player White):
I've moved my pawn from d7 to d5. Your move!
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
********************************************************************************
Starting a new chat....
********************************************************************************
Board Proxy (to Player White):
I've moved my pawn from d7 to d5. Your move!
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player White (to Board Proxy):
***** Suggested tool call (call_xl3cbAtWFeOX05gaOdGLnZQk): get_legal_moves *****
Arguments:
{}
********************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION get_legal_moves...
Board Proxy (to Player White):
Board Proxy (to Player White):
***** Response from calling tool (call_xl3cbAtWFeOX05gaOdGLnZQk) *****
Possible moves are: g1h3,g1f3,g1e2,f1a6,f1b5,f1c4,f1d3,f1e2,e1e2,e1d2,d1h5,d1g4,d1f3,d1d3,d1e2,d1d2,c1h6,c1g5,c1f4,c1e3,c1d2,b1c3,b1a3,b1d2,e4d5,d4e5,h2h3,g2g3,f2f3,c2c3,b2b3,a2a3,h2h4,g2g4,f2f4,c2c4,b2b4,a2a4
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player White (to Board Proxy):
***** Suggested tool call (call_qwjiKCij3YKIdaebFwtSeU4C): make_move *****
Arguments:
{"move":"e4d5"}
**************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION make_move...
Board Proxy (to Player White):
Board Proxy (to Player White):
***** Response from calling tool (call_qwjiKCij3YKIdaebFwtSeU4C) *****
Moved pawn (♙) from e4 to d5.
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player White (to Board Proxy):
I've moved my pawn from e4 to d5. Your move!
--------------------------------------------------------------------------------
Player White (to Player Black):
I've moved my pawn from e4 to d5. Your move!
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
********************************************************************************
Starting a new chat....
********************************************************************************
Board Proxy (to Player Black):
I've moved my pawn from e4 to d5. Your move!
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player Black (to Board Proxy):
***** Suggested tool call (call_zNB1QN26j5T0cggskYabBJRs): get_legal_moves *****
Arguments:
{}
********************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION get_legal_moves...
Board Proxy (to Player Black):
Board Proxy (to Player Black):
***** Response from calling tool (call_zNB1QN26j5T0cggskYabBJRs) *****
Possible moves are: g8e7,g8h6,g8f6,f8e7,f8d6,f8c5,f8b4,f8a3,e8e7,e8d7,d8e7,d8d7,d8f6,d8d6,d8g5,d8d5,d8h4,c8d7,c8e6,c8f5,c8g4,c8h3,b8d7,b8c6,b8a6,e5d4,h7h6,g7g6,f7f6,c7c6,b7b6,a7a6,e5e4,h7h5,g7g5,f7f5,c7c5,b7b5,a7a5
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player Black (to Board Proxy):
***** Suggested tool call (call_bBbRQByx2cqL1BrHi79qzuUj): make_move *****
Arguments:
{"move":"d8d5"}
**************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION make_move...
Board Proxy (to Player Black):
Board Proxy (to Player Black):
***** Response from calling tool (call_bBbRQByx2cqL1BrHi79qzuUj) *****
Moved queen (♛) from d8 to d5.
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player Black (to Board Proxy):
I've moved my queen from d8 to d5. Your move!
--------------------------------------------------------------------------------
Player Black (to Player White):
I've moved my queen from d8 to d5. Your move!
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
********************************************************************************
Starting a new chat....
********************************************************************************
Board Proxy (to Player White):
I've moved my queen from d8 to d5. Your move!
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player White (to Board Proxy):
***** Suggested tool call (call_p3asgsBvtmA7O4aAtgHhYp48): get_legal_moves *****
Arguments:
{}
********************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION get_legal_moves...
Board Proxy (to Player White):
Board Proxy (to Player White):
***** Response from calling tool (call_p3asgsBvtmA7O4aAtgHhYp48) *****
Possible moves are: g1h3,g1f3,g1e2,f1a6,f1b5,f1c4,f1d3,f1e2,e1e2,e1d2,d1h5,d1g4,d1f3,d1d3,d1e2,d1d2,c1h6,c1g5,c1f4,c1e3,c1d2,b1c3,b1a3,b1d2,d4e5,h2h3,g2g3,f2f3,c2c3,b2b3,a2a3,h2h4,g2g4,f2f4,c2c4,b2b4,a2a4
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player White (to Board Proxy):
***** Suggested tool call (call_NXjSt2zzC6e342henmdTTV6U): make_move *****
Arguments:
{"move":"d2d4"}
**************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION make_move...
Board Proxy (to Player White):
Board Proxy (to Player White):
***** Response from calling tool (call_NXjSt2zzC6e342henmdTTV6U) *****
Error: illegal uci: 'd2d4' in rnb1kbnr/ppp2ppp/8/3qp3/3P4/8/PPP2PPP/RNBQKBNR w KQkq - 0 4
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player White (to Board Proxy):
It appears I made an error in processing moves, as the move I attempted is invalid based on the current position. Since my previous attempt to move a pawn from d2 to d4 is not legal in the current board setup, let me choose a new move.
Given the legal moves provided and the error, I will select another move. Let's proceed with a different strategy:
I will move my knight from g1 to f3.
***** Suggested tool call (call_hj4SR70DRGdP85yRvzFNKx62): make_move *****
Arguments:
{"move":"g1f3"}
**************************************************************************
--------------------------------------------------------------------------------
>>>>>>>> EXECUTING FUNCTION make_move...
Board Proxy (to Player White):
Board Proxy (to Player White):
***** Response from calling tool (call_hj4SR70DRGdP85yRvzFNKx62) *****
Moved knight (♘) from g1 to f3.
**********************************************************************
--------------------------------------------------------------------------------
>>>>>>>> USING AUTO REPLY...
Player White (to Board Proxy):
I've moved my knight from g1 to f3. Your move!
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Player White (to Player Black):
I've moved my knight from g1 to f3. Your move!
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In the output above, you can see “Start a new chat” is displayed whenever a new nested chat is started between the board proxy agent and a player agent. The “carryover” is empty as it is a new chat in the sequence.