forked from deepset-ai/haystack-tutorials
-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathgemini-security.ts
More file actions
280 lines (247 loc) · 7.21 KB
/
Copy pathgemini-security.ts
File metadata and controls
280 lines (247 loc) · 7.21 KB
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
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
/**
* TealGemini - Security & Policy Examples
*
* This example demonstrates TealTiger's security features with Gemini.
*/
import {
TealGemini,
TealEngine,
TealGuard,
TealMonitor,
TealCircuit,
TealAudit,
ConsoleOutput,
HarmCategory,
HarmBlockThreshold
} from 'tealtiger';
async function main() {
console.log('=== TealGemini Security Examples ===\n');
// Example 1: Policy Enforcement
console.log('1. Policy Enforcement:');
const engine = new TealEngine({
tools: {
'generateContent': { allowed: true }
},
identity: {
agentId: 'secure-agent',
role: 'user',
permissions: ['generate:content'],
costLimit: {
daily: 5.00, // $5 per day
hourly: 1.00 // $1 per hour
}
}
});
const client1 = new TealGemini({
apiKey: process.env.GEMINI_API_KEY || 'your-api-key-here',
agentId: 'secure-agent',
engine
});
try {
const response = await client1.generateContent({
contents: [{
role: 'user',
parts: [{ text: 'Hello, how are you?' }]
}]
});
console.log('✓ Request allowed by policy');
console.log('Response:', response.text.substring(0, 100) + '...');
console.log('Cost:', response.metadata?.cost, 'USD');
} catch (error: any) {
console.log('✗ Request blocked:', error.message);
}
console.log();
// Example 2: Content Validation (Guardrails)
console.log('2. Content Validation:');
const guard = new TealGuard({});
const client2 = new TealGemini({
apiKey: process.env.GEMINI_API_KEY || 'your-api-key-here',
guard
});
try {
const response = await client2.generateContent({
contents: [{
role: 'user',
parts: [{ text: 'What is machine learning?' }]
}]
});
console.log('✓ Content passed guardrails');
console.log('Response:', response.text.substring(0, 100) + '...');
} catch (error: any) {
console.log('✗ Content blocked by guardrails:', error.message);
}
console.log();
// Example 3: Cost Monitoring
console.log('3. Cost Monitoring:');
const monitor = new TealMonitor({});
const client3 = new TealGemini({
apiKey: process.env.GEMINI_API_KEY || 'your-api-key-here',
agentId: 'monitored-agent',
monitor
});
// Make several requests
for (let i = 0; i < 3; i++) {
await client3.generateContent({
contents: [{
role: 'user',
parts: [{ text: `Request ${i + 1}: What is AI?` }]
}]
});
}
const metrics = monitor.getMetrics('monitored-agent');
console.log('Total requests:', metrics.totalRequests);
console.log('Total cost:', metrics.totalCost.toFixed(4), 'USD');
console.log('Average cost per request:', (metrics.totalCost / metrics.totalRequests).toFixed(4), 'USD');
console.log();
// Example 4: Circuit Breaker
console.log('4. Circuit Breaker:');
const circuit = new TealCircuit({
failureThreshold: 3,
timeout: 5000,
halfOpenRequests: 1
});
const client4 = new TealGemini({
apiKey: process.env.GEMINI_API_KEY || 'your-api-key-here',
circuit
});
try {
const response = await client4.generateContent({
contents: [{
role: 'user',
parts: [{ text: 'Hello!' }]
}]
});
console.log('✓ Request succeeded');
console.log('Circuit state:', response.metadata?.circuitState);
} catch (error: any) {
if (error.name === 'CircuitOpenError') {
console.log('✗ Circuit breaker is open - service unavailable');
} else {
console.log('✗ Request failed:', error.message);
}
}
console.log();
// Example 5: Audit Logging
console.log('5. Audit Logging:');
const audit = new TealAudit({
outputs: [new ConsoleOutput()]
});
const client5 = new TealGemini({
apiKey: process.env.GEMINI_API_KEY || 'your-api-key-here',
agentId: 'audited-agent',
audit
});
await client5.generateContent({
contents: [{
role: 'user',
parts: [{ text: 'What is quantum computing?' }]
}]
});
console.log('✓ Request logged to audit trail');
// Query audit logs
const events = audit.query({
agents: ['audited-agent']
});
console.log('Total audit events:', events.length);
console.log();
// Example 6: Gemini Safety Settings
console.log('6. Gemini Safety Settings:');
const client6 = new TealGemini({
apiKey: process.env.GEMINI_API_KEY || 'your-api-key-here',
safetySettings: [
{
category: HarmCategory.HARM_CATEGORY_HARASSMENT,
threshold: HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE
},
{
category: HarmCategory.HARM_CATEGORY_HATE_SPEECH,
threshold: HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE
},
{
category: HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT,
threshold: HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE
},
{
category: HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT,
threshold: HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE
}
]
});
try {
const response = await client6.generateContent({
contents: [{
role: 'user',
parts: [{ text: 'Tell me about AI safety' }]
}]
});
console.log('✓ Content passed safety filters');
console.log('Response:', response.text.substring(0, 100) + '...');
} catch (error: any) {
console.log('✗ Content blocked by safety filters');
}
console.log();
// Example 7: Full Security Stack
console.log('7. Full Security Stack (All Components):');
const secureClient = new TealGemini({
apiKey: process.env.GEMINI_API_KEY || 'your-api-key-here',
agentId: 'fully-secured-agent',
// Policy enforcement
engine: new TealEngine({
tools: {
'generateContent': { allowed: true }
},
identity: {
agentId: 'fully-secured-agent',
role: 'user',
permissions: ['generate:content'],
costLimit: {
daily: 10.00
}
}
}),
// Content validation
guard: new TealGuard({}),
// Monitoring
monitor: new TealMonitor({}),
// Circuit breaker
circuit: new TealCircuit({
failureThreshold: 5,
timeout: 10000,
halfOpenRequests: 1
}),
// Audit logging
audit: new TealAudit({
outputs: [new ConsoleOutput()]
}),
// Gemini safety
safetySettings: [
{
category: HarmCategory.HARM_CATEGORY_HARASSMENT,
threshold: HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE
}
]
});
try {
const response = await secureClient.generateContent({
contents: [{
role: 'user',
parts: [{ text: 'Explain AI security best practices' }]
}]
});
console.log('✓ Request passed all security layers');
console.log('Response:', response.text.substring(0, 100) + '...');
console.log('Metadata:', {
cost: response.metadata?.cost,
policyEvaluation: response.metadata?.policyEvaluation,
guardrailResults: response.metadata?.guardrailResults,
monitoringMetrics: response.metadata?.monitoringMetrics,
circuitState: response.metadata?.circuitState
});
} catch (error: any) {
console.log('✗ Request blocked by security layer:', error.message);
}
console.log();
console.log('=== Security Examples Complete ===');
}
// Run examples
main().catch(console.error);