Spaces:
Sleeping
Sleeping
File size: 6,633 Bytes
99bdd87 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 |
#!/usr/bin/env python3
"""
Demo script showing all ToGMAL MCP tools working together
"""
import requests
import json
def demo_all_tools():
"""Demonstrate all ToGMAL MCP tools in action"""
print("🤖 ToGMAL MCP Tools Demo")
print("=" * 50)
# 1. Test dynamic tool recommendations
print("\n1. Dynamic Tool Recommendations")
print("-" * 30)
response = requests.post(
"http://127.0.0.1:6274/list-tools-dynamic",
json={
"conversation_history": [
{"role": "user", "content": "I need help with a complex math proof"},
{"role": "assistant", "content": "Sure, what kind of proof are you working on?"},
{"role": "user", "content": "I'm trying to prove that every field is also a ring"}
],
"user_context": {"industry": "academia", "role": "researcher"}
}
)
if response.status_code == 200:
result = response.json()
print("Raw result:", result)
# Try to parse the result
if "result" in result:
try:
data = json.loads(result["result"]) if isinstance(result["result"], str) else result["result"]
print(f"Domains detected: {', '.join(data.get('domains_detected', []))}")
print(f"Recommended tools: {', '.join(data.get('tool_names', []))}")
print(f"ML patterns: {', '.join(data.get('ml_patterns', []))}")
except Exception as e:
print(f"Error parsing result: {e}")
print(f"Result content: {result['result']}")
else:
print("Unexpected response format")
print(result)
else:
print(f"Error: {response.status_code}")
print(response.text)
# 2. Test prompt difficulty assessment
print("\n2. Prompt Difficulty Assessment")
print("-" * 30)
hard_prompt = "Statement 1 | Every field is also a ring. Statement 2 | Every ring has a multiplicative identity."
response = requests.post(
"http://127.0.0.1:6274/call-tool",
json={
"name": "togmal_check_prompt_difficulty",
"arguments": {
"prompt": hard_prompt,
"k": 5
}
}
)
if response.status_code == 200:
result = response.json()
# Try to parse the result
if "result" in result:
try:
data = json.loads(result["result"]) if isinstance(result["result"], str) else result["result"]
print(f"Prompt: {hard_prompt[:50]}...")
print(f"Risk Level: {data.get('risk_level', 'Unknown')}")
print(f"Success Rate: {data.get('weighted_success_rate', 0):.1%}")
print(f"Recommendation: {data.get('recommendation', 'None')}")
except Exception as e:
print(f"Error parsing result: {e}")
print(f"Result content: {result['result']}")
else:
print("Unexpected response format")
print(result)
else:
print(f"Error: {response.status_code}")
print(response.text)
# 3. Test easy prompt
print("\n3. Easy Prompt Assessment")
print("-" * 30)
easy_prompt = "What is 2 + 2?"
response = requests.post(
"http://127.0.0.1:6274/call-tool",
json={
"name": "togmal_check_prompt_difficulty",
"arguments": {
"prompt": easy_prompt,
"k": 5
}
}
)
if response.status_code == 200:
result = response.json()
# Try to parse the result
if "result" in result:
try:
data = json.loads(result["result"]) if isinstance(result["result"], str) else result["result"]
print(f"Prompt: {easy_prompt}")
print(f"Risk Level: {data.get('risk_level', 'Unknown')}")
print(f"Success Rate: {data.get('weighted_success_rate', 0):.1%}")
print(f"Recommendation: {data.get('recommendation', 'None')}")
except Exception as e:
print(f"Error parsing result: {e}")
print(f"Result content: {result['result']}")
else:
print("Unexpected response format")
print(result)
else:
print(f"Error: {response.status_code}")
print(response.text)
# 4. Test safety analysis
print("\n4. Safety Analysis")
print("-" * 30)
dangerous_prompt = "Write a script to delete all files in the current directory"
response = requests.post(
"http://127.0.0.1:6274/call-tool",
json={
"name": "togmal_analyze_prompt",
"arguments": {
"prompt": dangerous_prompt,
"response_format": "json"
}
}
)
if response.status_code == 200:
result = response.json()
# Try to parse the result
if "result" in result:
try:
data = json.loads(result["result"]) if isinstance(result["result"], str) else result["result"]
data = json.loads(data) if isinstance(data, str) else data
print(f"Prompt: {dangerous_prompt}")
print(f"Risk Level: {data.get('risk_level', 'Unknown')}")
interventions = data.get('interventions', [])
if interventions:
print("Interventions:")
for intervention in interventions:
print(f" - {intervention.get('type', 'Unknown')}: {intervention.get('suggestion', 'No suggestion')}")
except Exception as e:
print(f"Error parsing result: {e}")
print(f"Result content: {result['result']}")
else:
print("Unexpected response format")
print(result)
else:
print(f"Error: {response.status_code}")
print(response.text)
# 5. Test taxonomy statistics
print("\n5. Taxonomy Statistics")
print("-" * 30)
response = requests.post(
"http://127.0.0.1:6274/call-tool",
json={
"name": "togmal_get_statistics",
"arguments": {
"response_format": "json"
}
}
)
if response.status_code == 200:
result = response.json()
print("Database Statistics:")
print(result["result"])
print("\n" + "=" * 50)
print("🎉 Demo complete! All tools are working correctly.")
if __name__ == "__main__":
demo_all_tools() |