autogen - 💡(How to fix) Fix Integration example: Fía Signals crypto intelligence tools (REST + MCP + x402) [1 participants]

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microsoft/autogen#7340Fetched 2026-04-08 00:39:49
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Code Example

from autogen import AssistantAgent, UserProxyAgent
from fia_signals_tools import get_market_regime, get_crypto_signals, get_defi_yields

# Define functions for AutoGen
def check_market_regime() -> str:
    """Get current crypto market regime (trending/ranging/volatile)"""
    return str(get_market_regime())

def get_trading_signals(symbol: str) -> str:
    """Get BUY/SELL/HOLD signal with indicators for a crypto"""
    return str(get_crypto_signals(symbol))

assistant = AssistantAgent(
    name="CryptoAnalyst",
    llm_config={"functions": [
        {"name": "check_market_regime", "description": "Get market regime"},
        {"name": "get_trading_signals", "description": "Get signals for symbol"},
    ]}
)
RAW_BUFFERClick to expand / collapse

Fía Signals — Crypto Intelligence for AutoGen Agents

A production-ready crypto market intelligence API that works well with AutoGen multi-agent workflows.

Website: https://fiasignals.com
MCP server: https://fiasignals.com/.well-known/mcp.json
Python SDK: pip install fia-signals-tools
GitHub: https://github.com/Odds7/fia-signals-mcp

AutoGen Example

from autogen import AssistantAgent, UserProxyAgent
from fia_signals_tools import get_market_regime, get_crypto_signals, get_defi_yields

# Define functions for AutoGen
def check_market_regime() -> str:
    """Get current crypto market regime (trending/ranging/volatile)"""
    return str(get_market_regime())

def get_trading_signals(symbol: str) -> str:
    """Get BUY/SELL/HOLD signal with indicators for a crypto"""
    return str(get_crypto_signals(symbol))

assistant = AssistantAgent(
    name="CryptoAnalyst",
    llm_config={"functions": [
        {"name": "check_market_regime", "description": "Get market regime"},
        {"name": "get_trading_signals", "description": "Get signals for symbol"},
    ]}
)

Tools Available

  • Market regime detection (trending/ranging/volatile)
  • Technical signals (RSI, MACD, ADX)
  • DeFi yield rates (Aave, Compound, Lido)
  • Solana trending tokens
  • Wallet risk scoring (x402 premium)
  • Smart contract auditing (x402 premium)

Would love to be included in any integrations page, cookbook, or example gallery!

extent analysis

Fix Plan

To integrate the Fía Signals API with AutoGen, we need to handle potential exceptions and implement error handling for the API calls.

Step-by-Step Solution

  • Wrap API calls in try-except blocks to catch and handle exceptions.
  • Implement logging to track errors and API responses.
  • Validate API responses to ensure they are in the expected format.

Example Code

import logging
from autogen import AssistantAgent, UserProxyAgent
from fia_signals_tools import get_market_regime, get_crypto_signals, get_defi_yields

# Set up logging
logging.basicConfig(level=logging.INFO)

def check_market_regime() -> str:
    """Get current crypto market regime (trending/ranging/volatile)"""
    try:
        regime = get_market_regime()
        logging.info(f"Market regime: {regime}")
        return str(regime)
    except Exception as e:
        logging.error(f"Error getting market regime: {e}")
        return "Error"

def get_trading_signals(symbol: str) -> str:
    """Get BUY/SELL/HOLD signal with indicators for a crypto"""
    try:
        signals = get_crypto_signals(symbol)
        logging.info(f"Trading signals for {symbol}: {signals}")
        return str(signals)
    except Exception as e:
        logging.error(f"Error getting trading signals for {symbol}: {e}")
        return "Error"

assistant = AssistantAgent(
    name="CryptoAnalyst",
    llm_config={"functions": [
        {"name": "check_market_regime", "description": "Get market regime"},
        {"name": "get_trading_signals", "description": "Get signals for symbol"},
    ]}
)

Verification

To verify the fix, test the check_market_regime and get_trading_signals functions with different inputs and check the logs for any errors.

Extra Tips

  • Make sure to handle specific exceptions that may be raised by the API calls, such as ConnectionError or TimeoutError.
  • Consider implementing retries for API calls that fail due to temporary errors.
  • Use a logging framework like Loguru or structlog to handle logging in a more structured and configurable way.

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autogen - 💡(How to fix) Fix Integration example: Fía Signals crypto intelligence tools (REST + MCP + x402) [1 participants]