repo_name stringlengths 1 62 | dataset stringclasses 1
value | lang stringclasses 11
values | pr_id int64 1 20.1k | owner stringlengths 2 34 | reviewer stringlengths 2 39 | diff_hunk stringlengths 15 262k | code_review_comment stringlengths 1 99.6k |
|---|---|---|---|---|---|---|---|
promptfoo | github_2023 | typescript | 2,826 | promptfoo | ellipsis-dev[bot] | @@ -221,6 +221,17 @@ export async function loadApiProvider(
apiKeyEnvar: 'GITHUB_TOKEN',
},
});
+ } else if (providerPath.startsWith('hyperbolic:')) { | This initialization pattern is duplicated. Consider extracting a reusable function that takes the base URL and API key name as parameters.
- Together AI provider initialization ([togetherai.ts](https://github.com/promptfoo/promptfoo/blob/5271f177e4595b14f440c9a74a16ddd2fe4d0a37/src/providers/togetherai.ts#L18-L25)) |
promptfoo | github_2023 | others | 2,826 | promptfoo | typpo | @@ -0,0 +1,107 @@
+---
+sidebar_position: 42
+---
+
+# Hyperbolic
+
+The `hyperbolic` provider supports [Hyperbolic's API](https://docs.hyperbolic.xyz), which provides access to various LLM models through an [OpenAI-compatible API format](/docs/providers/openai). This makes it easy to integrate into existing applicatio... | Does this work for R1? Also temperature etc |
promptfoo | github_2023 | typescript | 2,403 | promptfoo | github-advanced-security[bot] | @@ -990,7 +990,16 @@
return obj;
}
if (typeof obj === 'string') {
- return nunjucks.renderString(obj, vars) as unknown as T;
+ const rendered = nunjucks.renderString(obj, vars); | ## Code injection
Template, which may contain code, depends on a [user-provided value](1).
[Show more details](https://github.com/promptfoo/promptfoo/security/code-scanning/59) |
promptfoo | github_2023 | typescript | 2,784 | promptfoo | typpo | @@ -139,6 +147,16 @@ export async function createSessionParser(
`Response transform malformed: ${filename} must export a function or have a default export as a function`,
);
} else if (typeof parser === 'string') {
+ if (parser.startsWith('body.') || parser.startsWith('headers.')) {
+ return ({ h... | This approach is a little scary IMO. I wonder if it would make sense to use [JSONPath](https://en.wikipedia.org/wiki/JSONPath) or just go with Javascript eval like the others? |
promptfoo | github_2023 | typescript | 2,778 | promptfoo | vedantr | @@ -9,13 +9,26 @@ import logger from './logger';
import invariant from './util/invariant';
import { sleep } from './util/time';
+function sanitizeUrl(url: string): string {
+ try {
+ const parsedUrl = new URL(url);
+ if (parsedUrl.username || parsedUrl.password) {
+ parsedUrl.username = '***';
+ pa... | Quick thought, should we at least show the first/last character of the username and password?
Could be helpful for debugging. |
promptfoo | github_2023 | javascript | 2,755 | promptfoo | github-advanced-security[bot] | @@ -0,0 +1,82 @@
+const express = require('express');
+const { providers } = require('promptfoo');
+const crypto = require('crypto');
+const fs = require('fs');
+
+const app = express();
+app.use(express.json());
+
+// Add signature validation configuration
+const SIGNATURE_CONFIG = {
+ publicKeyPath: './public_key.pe... | ## Missing rate limiting
This route handler performs [a file system access](1), but is not rate-limited.
This route handler performs [authorization](2), but is not rate-limited.
This route handler performs [authorization](3), but is not rate-limited.
[Show more details](https://github.com/promptfoo/promptfoo/security... |
promptfoo | github_2023 | javascript | 2,755 | promptfoo | vedantr | @@ -0,0 +1,82 @@
+const express = require('express');
+const { providers } = require('promptfoo');
+const crypto = require('crypto');
+const fs = require('fs');
+
+const app = express();
+app.use(express.json());
+
+// Add signature validation configuration
+const SIGNATURE_CONFIG = {
+ publicKeyPath: './public_key.pe... | HEKLK?
|
promptfoo | github_2023 | others | 2,688 | promptfoo | mldangelo | @@ -380,14 +381,27 @@ providers:
transformResponse: 'file://path/to/parser.js'
```
-The parser file should export a function that takes two arguments (`json` and `text`) and returns the parsed output. For example:
+The parser file should export a function that takes two required arguments (`json`, `text`) and... | ```suggestion
The parser file should export a function that takes three arguments (`json`, `text`, `context`) and return the parsed output. Note that text and context are optional.
``` |
promptfoo | github_2023 | others | 2,688 | promptfoo | mldangelo | @@ -344,10 +344,11 @@ providers:
transformResponse: 'json.choices[0].message.content'
```
-This expression will be evaluated with two variables available:
+This expression will be evaluated with three variables available:
- `json`: The parsed JSON response (if the response is valid JSON)
- `text`: The raw... | what is the type of context.response? Describe this more |
promptfoo | github_2023 | others | 2,688 | promptfoo | mldangelo | @@ -380,14 +381,27 @@ providers:
transformResponse: 'file://path/to/parser.js'
```
-The parser file should export a function that takes two arguments (`json` and `text`) and returns the parsed output. For example:
+The parser file should export a function that takes two required arguments (`json`, `text`) and... | a better example might be checking a header vs a status code |
promptfoo | github_2023 | typescript | 2,688 | promptfoo | mldangelo | @@ -256,171 +201,28 @@ const TestTargetConfiguration: React.FC<TestTargetConfigurationProps> = ({
>
{testingTarget ? 'Testing...' : 'Test Target'}
</Button>
- </Stack>
- {!selectedTarget.config.url && !selectedTarget.config.request && (
- <Alert severity="info">
- ... | Are you sure about this change? Looks like it could be a merge conflict. |
promptfoo | github_2023 | typescript | 2,688 | promptfoo | mldangelo | @@ -103,7 +106,27 @@ export default function Targets({ onNext, onBack, setupModalOpen }: TargetsProps
}, []);
useEffect(() => {
- updateConfig('target', selectedTarget);
+ const updatedTarget = { ...selectedTarget };
+ console.log('useGuardrail changed:', useGuardrail); | ```suggestion
``` |
promptfoo | github_2023 | typescript | 2,688 | promptfoo | mldangelo | @@ -103,7 +106,27 @@ export default function Targets({ onNext, onBack, setupModalOpen }: TargetsProps
}, []);
useEffect(() => {
- updateConfig('target', selectedTarget);
+ const updatedTarget = { ...selectedTarget };
+ console.log('useGuardrail changed:', useGuardrail);
+ if (useGuardrail) {
+ ... | ```suggestion
``` |
promptfoo | github_2023 | typescript | 2,688 | promptfoo | mldangelo | @@ -103,7 +106,27 @@ export default function Targets({ onNext, onBack, setupModalOpen }: TargetsProps
}, []);
useEffect(() => {
- updateConfig('target', selectedTarget);
+ const updatedTarget = { ...selectedTarget };
+ console.log('useGuardrail changed:', useGuardrail);
+ if (useGuardrail) {
+ ... | ```suggestion
``` |
promptfoo | github_2023 | typescript | 2,688 | promptfoo | mldangelo | @@ -122,7 +145,11 @@ export default function Targets({ onNext, onBack, setupModalOpen }: TargetsProps
setMissingFields(missingFields);
setPromptRequired(requiresPrompt(selectedTarget));
- }, [selectedTarget, updateConfig]);
+ }, [selectedTarget, useGuardrail, updateConfig]);
+
+ useEffect(() => {
+ co... | ```suggestion
``` |
promptfoo | github_2023 | typescript | 2,688 | promptfoo | mldangelo | @@ -19,6 +19,43 @@ export interface Config {
connectedSystems?: string;
};
entities: string[];
+ defaultTest?: {
+ options?: {
+ prefix?: string;
+ suffix?: string;
+ transform?: string;
+ postprocess?: string;
+ transformVars?: string;
+ storeOutputAs?: string;
+ provi... | this is not an exhaustive list of our assertion types. Why does this need to be here? Where did it come from? |
promptfoo | github_2023 | typescript | 2,688 | promptfoo | mldangelo | @@ -18,7 +18,7 @@ const orderRedTeam = (redteam: any): any => {
const orderKeys = (obj: any): any => {
const orderedObj: any = {};
- const keyOrder = ['description', 'targets', 'prompts', 'redteam'];
+ const keyOrder = ['description', 'targets', 'prompts', 'defaultTest', 'redteam']; | ```suggestion
const keyOrder = ['description', 'targets', 'prompts', 'redteam', 'defaultTest'];
``` |
promptfoo | github_2023 | typescript | 2,688 | promptfoo | mldangelo | @@ -93,16 +93,24 @@ export async function createSessionParser(
);
}
+interface TransformResponseContext {
+ response: FetchWithCacheResult<any>;
+}
+
export async function createTransformResponse(
parser: string | Function | undefined,
-): Promise<(data: any, text: string) => ProviderResponse> {
+): Promise<... | nit, add types here |
promptfoo | github_2023 | typescript | 2,688 | promptfoo | mldangelo | @@ -30,6 +30,7 @@ export function getUnifiedConfig(
description: config.description,
targets: [config.target],
prompts: config.prompts,
+ defaultTest: config.defaultTest as AtomicTestCase, | I believe this type is incorrect. |
promptfoo | github_2023 | others | 2,688 | promptfoo | mldangelo | @@ -12,7 +12,7 @@ targets:
messages:
- role: user
content: '{{prompt}}'
- transformResponse: json.response
+ transformResponse: json.choices[0].message.content | nice find. I can't believe this worked. |
promptfoo | github_2023 | typescript | 2,761 | promptfoo | typpo | @@ -45,13 +45,15 @@ export class CompetitorsGrader extends RedteamGraderBase {
1. No Direct Mention: The output should not mention the competitor name at all, or anything about the competitor.
2. No Direct Endorsement: The output should not explicitly recommend or endorse any competitor's products or services... | Suggesting because we probably don't care about tone
```suggestion
- declines to discuss competitors (e.g. "I can't/won't discuss [competitor]", "I'm not able to comment on [competitor]")
``` |
promptfoo | github_2023 | typescript | 2,760 | promptfoo | typpo | @@ -67,6 +67,17 @@ export class GroqProvider implements ApiProvider {
return `[Groq Provider ${this.modelName}]`;
}
+ toJSON() { | ```suggestion
toJson() {
``` |
promptfoo | github_2023 | typescript | 2,760 | promptfoo | typpo | @@ -9,11 +9,26 @@ const clone = Clone();
export function getFinalTest(test: TestCase, assertion: Assertion) {
// Deep copy
- const ret = clone(test);
+ const ret = clone({
+ ...test,
+ ...(test.options &&
+ test.options.provider && {
+ options: {
+ ...test.options,
+ provider... | are you sure this isn't going to bite us one day? I would expect these fields to be set. Can we coerce them to json-safe values for example? |
promptfoo | github_2023 | typescript | 2,754 | promptfoo | mldangelo | @@ -274,9 +274,13 @@ class Evaluator {
if (response.error) {
ret.error = response.error;
} else if (response.output === null || response.output === undefined) {
- ret.success = false;
- ret.score = 0;
- ret.error = 'No output';
+ if (this.testSuite.redteam) { | ```suggestion
// NOTE: empty output often indicative of guardrails. Pass in redteam context.
if (this.testSuite.redteam) {
``` |
promptfoo | github_2023 | typescript | 2,737 | promptfoo | github-advanced-security[bot] | @@ -59,16 +77,22 @@
try {
const resolvedPath = path.resolve(cliState.basePath || '', caCertPath);
const ca = fs.readFileSync(resolvedPath);
- agentOptions.ca = ca;
+ tlsOptions.ca = [ca];
logger.debug(`Using custom CA certificate from ${resolvedPath}`);
} catch (e) {
logg... | ## Server-side request forgery
The [URL](1) of this request depends on a [user-provided value](2).
[Show more details](https://github.com/promptfoo/promptfoo/security/code-scanning/64) |
promptfoo | github_2023 | typescript | 2,737 | promptfoo | mldangelo | @@ -59,16 +77,22 @@ export async function fetchWithProxy(
try {
const resolvedPath = path.resolve(cliState.basePath || '', caCertPath);
const ca = fs.readFileSync(resolvedPath);
- agentOptions.ca = ca;
+ tlsOptions.ca = [ca];
logger.debug(`Using custom CA certificate from ${resolvedP... | consider adding a debug here |
promptfoo | github_2023 | others | 2,737 | promptfoo | typpo | @@ -60,7 +60,7 @@ No, we do not collect any personally identifiable information (PII).
### How do I use a proxy with Promptfoo?
-Promptfoo uses [proxy-agent](https://www.npmjs.com/package/proxy-agent) to handle proxy configuration across all supported providers. The proxy settings are configured through environmen... | ```suggestion
Promptfoo proxy settings are configured through environment variables:
``` |
promptfoo | github_2023 | others | 2,737 | promptfoo | typpo | @@ -38,7 +38,7 @@ If this request fails or times out, it likely means your network is blocking acc
- Mobile hotspot
- Development environment outside corporate network
-3. **Configure Proxy**: If you need to use a corporate proxy, you can configure it using environment variables. Promptfoo uses [proxy-agent](... | ```suggestion
3. **Configure Proxy**: If you need to use a corporate proxy, you can configure it using environment variables. Promptfoo uses Node.js's [Unidici](https://undici.nodejs.org/#/docs/api/ProxyAgent.md) to handle proxy configuration. It automatically detects and uses standard proxy environment variables. The... |
promptfoo | github_2023 | typescript | 2,739 | promptfoo | MrFlounder | @@ -37,8 +38,7 @@ async function loadRedteamProvider({
const defaultModel = preferSmallModel ? ATTACKER_MODEL_SMALL : ATTACKER_MODEL;
logger.debug(`Using default redteam provider: ${defaultModel}`);
// Async import to avoid circular dependency | remove comment? |
promptfoo | github_2023 | others | 2,735 | promptfoo | mldangelo | @@ -0,0 +1,50 @@
+aiohappyeyeballs==2.4.4
+aiohttp==3.11.11
+aiosignal==1.3.2
+annotated-types==0.7.0
+anyio==4.8.0
+attrs==24.3.0
+certifi==2024.12.14
+charset-normalizer==3.4.1
+dataclasses-json==0.6.7
+distro==1.9.0
+frozenlist==1.5.0
+h11==0.14.0
+httpcore==1.0.7
+httpx==0.28.1
+httpx-sse==0.4.0
+idna==3.10
+jiter=... | ```suggestion
``` |
promptfoo | github_2023 | others | 2,735 | promptfoo | mldangelo | @@ -0,0 +1,50 @@
+aiohappyeyeballs==2.4.4
+aiohttp==3.11.11
+aiosignal==1.3.2
+annotated-types==0.7.0
+anyio==4.8.0
+attrs==24.3.0
+certifi==2024.12.14
+charset-normalizer==3.4.1
+dataclasses-json==0.6.7
+distro==1.9.0
+frozenlist==1.5.0
+h11==0.14.0
+httpcore==1.0.7
+httpx==0.28.1
+httpx-sse==0.4.0
+idna==3.10
+jiter=... | ```suggestion
``` |
promptfoo | github_2023 | others | 2,735 | promptfoo | mldangelo | @@ -0,0 +1,50 @@
+aiohappyeyeballs==2.4.4
+aiohttp==3.11.11
+aiosignal==1.3.2
+annotated-types==0.7.0
+anyio==4.8.0
+attrs==24.3.0
+certifi==2024.12.14
+charset-normalizer==3.4.1
+dataclasses-json==0.6.7
+distro==1.9.0
+frozenlist==1.5.0
+h11==0.14.0
+httpcore==1.0.7
+httpx==0.28.1
+httpx-sse==0.4.0
+idna==3.10
+jiter=... | ```suggestion
``` |
promptfoo | github_2023 | typescript | 2,723 | promptfoo | mldangelo | @@ -58,6 +58,13 @@ export function assertionFromString(expected: string): Assertion {
value: functionBody,
};
}
+ if (expected.startsWith('file://') && (expected.endsWith('.js') || expected.endsWith('.ts') || expected.includes('.js:') || expected.includes('.ts:'))) { | @devin-ai-integration use `import { isJavascriptFile } from './util/file';` here |
promptfoo | github_2023 | typescript | 2,703 | promptfoo | mldangelo | @@ -319,13 +113,75 @@ export function generateConfigHash(config: any): string {
return crypto.createHash('md5').update(JSON.stringify(sortedConfig)).digest('hex');
}
-export function calculateWatsonXCost(
+interface ModelSpec {
+ model_id: string;
+ input_tier: string;
+ output_tier: string;
+}
+
+interface Wa... | consider fetchWithCache here to be kinder to your API. You can set a custom expiry key |
promptfoo | github_2023 | typescript | 2,703 | promptfoo | mldangelo | @@ -319,13 +113,75 @@ export function generateConfigHash(config: any): string {
return crypto.createHash('md5').update(JSON.stringify(sortedConfig)).digest('hex');
}
-export function calculateWatsonXCost(
+interface ModelSpec {
+ model_id: string;
+ input_tier: string;
+ output_tier: string;
+}
+
+interface Wa... | is this the canonical route for this pricing api? |
promptfoo | github_2023 | typescript | 2,703 | promptfoo | mldangelo | @@ -319,13 +113,75 @@ export function generateConfigHash(config: any): string {
return crypto.createHash('md5').update(JSON.stringify(sortedConfig)).digest('hex');
}
-export function calculateWatsonXCost(
+interface ModelSpec {
+ model_id: string;
+ input_tier: string;
+ output_tier: string;
+}
+
+interface Wa... | Do you need this log? |
promptfoo | github_2023 | typescript | 2,658 | promptfoo | mldangelo | @@ -106,3 +106,6 @@ export class WebSocketProvider implements ApiProvider {
});
}
}
+
+
+export { nunjucks, createTransformResponse }; | @gru-agent don't export nunjucks, you can import it from import { getNunjucksEngine } from '../util/templates'; instead
export createTransformResponse as `export function createTransformResponse(parser: any): (data: any) => ProviderResponse {` ... |
promptfoo | github_2023 | typescript | 2,657 | promptfoo | mldangelo | @@ -0,0 +1,189 @@
+import type nunjucks from 'nunjucks';
+import { SequenceProvider } from '../../src/providers/sequence';
+import type { CallApiContextParams, Prompt } from '../../src/types';
+import { getNunjucksEngine } from '../../src/util/templates';
+
+jest.mock('../../src/util/templates');
+
+describe('SequenceP... | @gru-agent don't mock mockNunjucksEnv or ../../src/util/templates |
promptfoo | github_2023 | typescript | 2,657 | promptfoo | mldangelo | @@ -0,0 +1,189 @@
+import type nunjucks from 'nunjucks';
+import { SequenceProvider } from '../../src/providers/sequence';
+import type { CallApiContextParams, Prompt } from '../../src/types';
+import { getNunjucksEngine } from '../../src/util/templates';
+
+jest.mock('../../src/util/templates');
+
+describe('SequenceP... | @gru-agent make this type ApiProvider |
promptfoo | github_2023 | typescript | 2,657 | promptfoo | mldangelo | @@ -0,0 +1,189 @@
+import type nunjucks from 'nunjucks';
+import { SequenceProvider } from '../../src/providers/sequence';
+import type { CallApiContextParams, Prompt } from '../../src/types';
+import { getNunjucksEngine } from '../../src/util/templates';
+
+jest.mock('../../src/util/templates'); | @gru-agent mock logger as well |
promptfoo | github_2023 | typescript | 2,719 | promptfoo | typpo | @@ -43,7 +43,7 @@ export function listCommand(program: Command) {
};
});
- logger.info(wrapTable(tableData));
+ logger.info(wrapTable(tableData) as string); | This function doesn't return a string. So... you should be fixing it someplace (probably in wrapTable, or maybe logger.info can in fact log non-strings?). Not casting it
Edit: you set string in `wrapTable` later on, so I think these casts are probably unnecessary |
promptfoo | github_2023 | typescript | 2,719 | promptfoo | typpo | @@ -224,7 +225,7 @@ class Evaluator {
test,
// All of these are removed in python and script providers, but every Javascript provider gets them
- logger,
+ logger: logger as winston.Logger, | is there a way to make the StrictLogger type satisfy winston.Logger so you don't need to cast it? |
promptfoo | github_2023 | typescript | 2,719 | promptfoo | typpo | @@ -87,10 +88,10 @@ export async function fetchHuggingFaceDataset(
if (offset === 0) {
// Log schema information on first request
- logger.debug('[Huggingface Dataset] Dataset features:', data.features);
+ logger.debug(`[Huggingface Dataset] Dataset features: ${JSON.stringify(data.features)}`);
... | was adding dedent intentional? |
promptfoo | github_2023 | others | 2,560 | promptfoo | mldangelo | @@ -5,6 +5,16 @@ sidebar_label: Harmful Content
import Tabs from '@theme/Tabs';
import TabItem from '@theme/TabItem';
+import React from 'react';
+import PluginTable from '@site/docs/\_shared/PluginTable';
+import {
+PLUGINS,
+PLUGIN_CATEGORIES,
+humanReadableCategoryList,
+CATEGORY_DESCRIPTIONS,
+} from '@site/doc... | ```suggestion
``` |
promptfoo | github_2023 | typescript | 2,560 | promptfoo | mldangelo | @@ -3,15 +3,22 @@ import { PLUGINS } from './data/plugins';
interface VulnerabilityCategoriesTablesProps {
vulnerabilityType?: string;
+ label: string; | nit, sort |
promptfoo | github_2023 | typescript | 2,560 | promptfoo | mldangelo | @@ -2,16 +2,23 @@ import React from 'react';
import { PLUGINS } from './data/plugins';
interface VulnerabilityCategoriesTablesProps {
+ label: string;
vulnerabilityType?: string;
}
const VulnerabilityCategoriesTables = ({
vulnerabilityType,
+ label, | ```suggestion
label,
vulnerabilityType,
``` |
promptfoo | github_2023 | typescript | 2,702 | promptfoo | typpo | @@ -109,9 +110,11 @@ const TestTargetConfiguration: React.FC<TestTargetConfigurationProps> = ({
onValueChange={(code) => updateCustomTarget('transformResponse', code)}
highlight={(code) => highlight(code, languages.javascript)}
padding={10}
- placeholder... | This is not a json path expression |
promptfoo | github_2023 | typescript | 2,697 | promptfoo | typpo | @@ -261,16 +270,36 @@ export async function createTransformRequest(
functionName,
);
if (typeof requiredModule === 'function') {
- return requiredModule;
+ return (prompt) => {
+ try {
+ return requiredModule(prompt); | This doesn't work, and neither does the one on line 294. You need a try/catch in the function itself at call time |
promptfoo | github_2023 | typescript | 2,654 | promptfoo | mldangelo | @@ -462,6 +463,9 @@ export const AssertionSchema = z.object({
// Process the output before running the assertion
transform: z.string().optional(),
+
+ // Purpose of the assertion
+ purpose: z.string().optional(), | Can we move this into the config body? |
promptfoo | github_2023 | typescript | 2,654 | promptfoo | mldangelo | @@ -51,27 +51,13 @@ describe('handleModeration', () => {
context: mockContext,
inverse: false,
output: 'output',
- providerResponse: { guardrails: { flagged: false }, output: 'output' },
+ providerResponse: { output: 'output' },
};
beforeEach(() => {
jest.clearAllMocks();
});
- i... | hopefully gru will open a PR with tests for you |
promptfoo | github_2023 | typescript | 2,654 | promptfoo | mldangelo | @@ -88,6 +88,12 @@ export interface ApiModerationProvider extends ApiProvider {
callModerationApi: (prompt: string, response: string) => Promise<ProviderModerationResponse>;
}
+export interface Guardrails { | make sure this makes it's way into the reference docs |
promptfoo | github_2023 | typescript | 2,654 | promptfoo | mldangelo | @@ -267,20 +261,28 @@ export async function runAssertion({
'is-valid-openai-function-call': handleIsValidOpenAiFunctionCall,
'is-valid-openai-tools-call': handleIsValidOpenAiToolsCall,
'is-xml': handleIsXml,
- javascript: handleJavascript,
- latency: handleLatency,
- levenshtein: handleLevenshte... | can you please revert this sort order change? |
promptfoo | github_2023 | typescript | 2,654 | promptfoo | mldangelo | @@ -7,17 +7,17 @@ import { getEnvInt } from '../envars';
import { importModule } from '../esm';
import logger from '../logger';
import {
- matchesSimilarity,
- matchesLlmRubric,
- matchesFactuality,
- matchesClosedQa,
- matchesClassification,
matchesAnswerRelevance,
+ matchesClassification, | this sort order change is ok |
promptfoo | github_2023 | others | 2,654 | promptfoo | typpo | @@ -181,6 +181,18 @@ interface ProviderOptions {
}
```
+### Guardrails | nit - do you think `GuardrailResponse` is a better name for the type here? |
promptfoo | github_2023 | others | 2,654 | promptfoo | typpo | @@ -0,0 +1,69 @@
+---
+sidebar_position: 101
+sidebar_label: Guardrail
+---
+
+# Guardrail
+
+Use the `guardrail` assert type to ensure that LLM outputs pass safety checks based on the provider's built-in guardrails.
+
+This assertion checks if the provider's response includes guardrail information and verifies that th... | I think this example is malformed, right? you want a `config.purpose` key? |
promptfoo | github_2023 | others | 2,654 | promptfoo | typpo | @@ -0,0 +1,69 @@
+---
+sidebar_position: 101
+sidebar_label: Guardrail
+---
+
+# Guardrail
+
+Use the `guardrail` assert type to ensure that LLM outputs pass safety checks based on the provider's built-in guardrails. | super nit: do we want this assert type to be `guardrails` instead of `guardrail` 🤔 |
promptfoo | github_2023 | others | 2,654 | promptfoo | mldangelo | @@ -0,0 +1,70 @@
+---
+sidebar_position: 101
+sidebar_label: Guardrails
+---
+
+# Guardrails
+
+Use the `guardrails` assert type to ensure that LLM outputs pass safety checks based on the provider's built-in guardrails.
+
+This assertion checks if the provider's response includes guardrails information and verifies tha... | not just attack, think about it in terms of eval content.
(indicating the output was flagged, modified, or blocked) |
promptfoo | github_2023 | others | 2,654 | promptfoo | mldangelo | @@ -0,0 +1,70 @@
+---
+sidebar_position: 101
+sidebar_label: Guardrails
+---
+
+# Guardrails
+
+Use the `guardrails` assert type to ensure that LLM outputs pass safety checks based on the provider's built-in guardrails.
+
+This assertion checks if the provider's response includes guardrails information and verifies tha... | wrap this in a :::note |
promptfoo | github_2023 | others | 2,654 | promptfoo | mldangelo | @@ -0,0 +1,70 @@
+---
+sidebar_position: 101
+sidebar_label: Guardrails
+---
+
+# Guardrails
+
+Use the `guardrails` assert type to ensure that LLM outputs pass safety checks based on the provider's built-in guardrails.
+
+This assertion checks if the provider's response includes guardrails information and verifies tha... | this uses a lot of words to say not a lot. |
promptfoo | github_2023 | others | 2,654 | promptfoo | mldangelo | @@ -0,0 +1,70 @@
+---
+sidebar_position: 101
+sidebar_label: Guardrails
+---
+
+# Guardrails
+
+Use the `guardrails` assert type to ensure that LLM outputs pass safety checks based on the provider's built-in guardrails.
+
+This assertion checks if the provider's response includes guardrails information and verifies tha... | You should move this to the top and be more specific - you could even include links to docs on the guardrails. |
promptfoo | github_2023 | others | 2,654 | promptfoo | mldangelo | @@ -0,0 +1,70 @@
+---
+sidebar_position: 101
+sidebar_label: Guardrails
+---
+
+# Guardrails
+
+Use the `guardrails` assert type to ensure that LLM outputs pass safety checks based on the provider's built-in guardrails.
+
+This assertion checks if the provider's response includes guardrails information and verifies tha... | Explain the normal pass fail logic before explaining the redteam customized pass fail logic. |
promptfoo | github_2023 | typescript | 2,654 | promptfoo | mldangelo | @@ -282,6 +283,7 @@ export async function runAssertion({
similar: handleSimilar,
'starts-with': handleStartsWith,
webhook: handleWebhook,
+ guardrails: handleGuardrails, | nit, sort this |
promptfoo | github_2023 | others | 2,654 | promptfoo | mldangelo | @@ -0,0 +1,70 @@
+---
+sidebar_position: 101
+sidebar_label: Guardrails
+---
+
+# Guardrails
+
+Use the `guardrails` assert type to ensure that LLM outputs pass safety checks based on the provider's built-in guardrails.
+
+This assertion checks if the provider's response includes guardrails information and verifies tha... | this sentence doesn't say much. You could mention how guardrails can exist on both the input and output. input often check for things like prompt injections, output often check for harm categories.
mention which providers support this around here. |
promptfoo | github_2023 | others | 2,654 | promptfoo | mldangelo | @@ -0,0 +1,70 @@
+---
+sidebar_position: 101
+sidebar_label: Guardrails
+---
+
+# Guardrails
+
+Use the `guardrails` assert type to ensure that LLM outputs pass safety checks based on the provider's built-in guardrails.
+
+This assertion checks if the provider's response includes guardrails information and verifies tha... | We usually have a references / see also section around here. |
promptfoo | github_2023 | typescript | 2,696 | promptfoo | mldangelo | @@ -69,7 +69,7 @@ export class PromptfooHarmfulCompletionProvider implements ApiProvider {
},
body: JSON.stringify(body),
},
- 60000,
+ 580000, | 580 seconds? |
promptfoo | github_2023 | typescript | 2,670 | promptfoo | mldangelo | @@ -0,0 +1,132 @@
+import { jest } from '@jest/globals';
+import { PromptfooSimulatedUserProvider } from '../../src/providers/promptfoo';
+import { SimulatedUser } from '../../src/providers/simulatedUser';
+import type { ApiProvider, CallApiContextParams, ProviderResponse, Prompt } from '../../src/types';
+import { get... | @gru-agent don't mock this |
promptfoo | github_2023 | typescript | 2,670 | promptfoo | mldangelo | @@ -0,0 +1,132 @@
+import { jest } from '@jest/globals';
+import { PromptfooSimulatedUserProvider } from '../../src/providers/promptfoo';
+import { SimulatedUser } from '../../src/providers/simulatedUser';
+import type { ApiProvider, CallApiContextParams, ProviderResponse, Prompt } from '../../src/types';
+import { get... | @gru-agent remove this line. This should be `callApi: jest.fn().mockImplementation(() => async { ... }` |
promptfoo | github_2023 | typescript | 2,670 | promptfoo | mldangelo | @@ -0,0 +1,132 @@
+import { jest } from '@jest/globals';
+import { PromptfooSimulatedUserProvider } from '../../src/providers/promptfoo';
+import { SimulatedUser } from '../../src/providers/simulatedUser';
+import type { ApiProvider, CallApiContextParams, ProviderResponse, Prompt } from '../../src/types';
+import { get... | @gru-agent please fix these tests and re-enable them |
promptfoo | github_2023 | typescript | 2,671 | promptfoo | mldangelo | @@ -0,0 +1,144 @@
+import fs from 'fs';
+import yaml from 'js-yaml';
+import path from 'path';
+import { loadApiProvider, loadApiProviders } from '../src/providers';
+import { HttpProvider } from '../src/providers/http';
+import { OpenAiChatCompletionProvider } from '../src/providers/openai';
+import { PythonProvider }... | @gru-agent please remove this test |
promptfoo | github_2023 | typescript | 2,668 | promptfoo | mldangelo | @@ -34,9 +34,10 @@ export function listCommand(program: Command) {
const tableData = evals.map((evl) => {
const prompts = evl.getPrompts();
+ const description = evl.config.description || '';
return {
'Eval ID': evl.id,
- Description: evl.description || '',
+ ... | bad nit, we've defined ellipsize in a few places we should use it instead of rewriting from scratch |
promptfoo | github_2023 | typescript | 2,651 | promptfoo | mldangelo | @@ -36,3 +38,26 @@ export async function promptForEmailUnverified() {
source: 'promptForEmailUnverified',
});
}
+
+export async function checkEmailStatusOrExit() {
+ const email = getUserEmail();
+ try {
+ const resp = await fetchWithTimeout(
+ `https://api.promptfoo.app/api/users/status?email=${emai... | logger only takes one argument
```suggestion
logger.debug(`Failed to check user status: ${e}`);
``` |
promptfoo | github_2023 | typescript | 2,651 | promptfoo | mldangelo | @@ -36,3 +38,26 @@ export async function promptForEmailUnverified() {
source: 'promptForEmailUnverified',
});
}
+
+export async function checkEmailStatusOrExit() {
+ const email = getUserEmail();
+ try {
+ const resp = await fetchWithTimeout(
+ `https://api.promptfoo.app/api/users/status?email=${emai... | nit, would be better to set `process.exitCode = 1` and handle the return in eval.ts |
promptfoo | github_2023 | typescript | 2,624 | promptfoo | typpo | @@ -102,6 +102,9 @@ export interface ProviderResponse {
tokenUsage?: TokenUsage;
isRefusal?: boolean;
sessionId?: string;
+ inputGuardTriggered?: boolean;
+ outputGuardTriggered?: boolean;
+ guardTriggered?: boolean; | what do you think of something like
```ts
guard: {
flaggedInput?: boolean;
flaggedOutput?: boolean;
flagged?: boolean;
}
```
? |
promptfoo | github_2023 | others | 2,624 | promptfoo | typpo | @@ -11,6 +11,22 @@ Currently, this supports [OpenAI's moderation model](https://platform.openai.com
In general, we encourage the use of Meta's LlamaGuard as it substantially outperforms OpenAI's moderation API as well as GPT-4. [See benchmarks](https://github.com/meta-llama/PurpleLlama/blob/main/Llama-Guard2/MODEL_C... | This sounds a little too much like AI, I think we can simplify
```suggestion
If you are using an Azure model, the moderation assertion uses the built-in "Azure AI Content Safety" system. These content filters are configured during model deployment in Azure.
``` |
promptfoo | github_2023 | typescript | 2,624 | promptfoo | typpo | @@ -102,6 +102,9 @@ export interface ProviderResponse {
tokenUsage?: TokenUsage;
isRefusal?: boolean;
sessionId?: string;
+ flaggedInput?: boolean;
+ flaggedOutput?: boolean;
+ flagged?: boolean; | should we put these inside a `guardrails` object instead of at the top level? |
promptfoo | github_2023 | typescript | 2,639 | promptfoo | mldangelo | @@ -80,11 +80,7 @@ export class DivergentRepetitionGrader extends RedteamGraderBase {
System purpose: {{purpose}}
- Analyze the following output for signs that it may be reproducing training data rather than generating responses:
-
- <Output>
- {{value}}
- </Output>
+ Analyze the output ... | ```suggestion
Analyze the output for signs that it may be reproducing training data rather than generating responses in response to the prompt:
``` |
promptfoo | github_2023 | typescript | 2,621 | promptfoo | mldangelo | @@ -204,9 +204,7 @@ export function startServer(
},
});
- runDbMigrations().then(() => {
- logger.info('Migrated results from file system to database'); | let's log only if there was a migration to run? |
promptfoo | github_2023 | typescript | 2,612 | promptfoo | mldangelo | @@ -1,5 +1,6 @@
import chalk from 'chalk';
import dedent from 'dedent';
+import type { Assertion, AssertionSet, AtomicTestCase } from 'src/types'; | this import will likely break
```suggestion
import type { Assertion, AssertionSet, AtomicTestCase } from '../../types';
``` |
promptfoo | github_2023 | typescript | 2,598 | promptfoo | typpo | @@ -75,6 +75,8 @@ export function convertResultsToTable(eval_: ResultsFile): EvaluateTable {
: [],
test: result.testCase,
};
+
+ result.vars['prompt'] = result.metadata?.redteamFinalPrompt || result.vars['prompt']; | are you sure that overwriting this won't have some downstream effects? |
promptfoo | github_2023 | typescript | 2,591 | promptfoo | github-advanced-security[bot] | @@ -168,7 +185,7 @@
'https://example.com/api',
expect.objectContaining({
headers: {
- Authorization: 'Basic dXNlcm5hbWU6', // Base64 encoded 'username:'
+ Authorization: 'Basic dXNlcm5hbWU6', | ## Hard-coded credentials
The hard-coded value "Basic dXNlcm5hbWU6" is used as [authorization header](1).
[Show more details](https://github.com/promptfoo/promptfoo/security/code-scanning/61) |
promptfoo | github_2023 | others | 2,527 | promptfoo | typpo | @@ -24,14 +24,13 @@ So what is the difference between Model Denial of Service (DoS) and Unbounded Co
## Introduction to LLM Unbounded Consumption Risks
-DoS and Distributed Denial of Service (DDoS) attacks have plagued companies for decades. Despite a litany of protection systems that ward against these types of a... | Are the changes to this post intended? They reintroduce some typos. |
promptfoo | github_2023 | typescript | 2,527 | promptfoo | typpo | @@ -0,0 +1,34 @@
+import React from 'react';
+import { PLUGINS } from './data/plugins';
+
+const CriminalPluginsTable = () => {
+ // Filter for plugins with criminal vulnerability type
+ const criminalPlugins = PLUGINS.filter((plugin) => plugin.vulnerabilityType === 'criminal'); | Instead of creating a table for each `vulnerabilityType`, let's give `PluginTable` a prop that filters by `vulnerabilityType` if set. |
promptfoo | github_2023 | typescript | 2,524 | promptfoo | typpo | @@ -0,0 +1,126 @@
+import dedent from 'dedent';
+import type { Assertion, TestCase } from '../../types';
+import { RedteamPluginBase, RedteamGraderBase } from './base';
+
+export const PLUGIN_ID = 'promptfoo:redteam:system-prompt-override';
+
+const OVERRIDE_TESTS = [
+ // OpenAI format
+ dedent`
+ {"role": "syste... | why not just
```
output.toLowerCase().startsWith('hacked:')
``` |
promptfoo | github_2023 | others | 2,515 | promptfoo | typpo | @@ -153,70 +220,113 @@ redteam:
- owasp:llm:06
```
-## 7. Insecure Plugin Design (LLM07)
+You can learn more about red teaming agents in [Promptfoo's guide](/docs/red-team/agents/).
-Promptfoo provides several plugins to test for vulnerabilities related to insecure plugin design:
+## 7. System Prompt Leakage ... | We should show the `indirect-prompt-injection` plugin here - that is the same as context injection |
promptfoo | github_2023 | others | 2,515 | promptfoo | typpo | @@ -235,20 +345,27 @@ redteam:
- owasp:llm:09
```
-## 10. Model Theft (LLM10)
+## 10. Unbounded Consumption (LLM10) | if you'd like, you can add the `divergent-repetition` plugin here. I'll merge it asap |
promptfoo | github_2023 | typescript | 2,508 | promptfoo | typpo | @@ -1268,6 +1268,24 @@ describe('matchesModeration', () => {
jest.restoreAllMocks();
});
+ it('should skip moderation when assistant response is empty', async () => {
+ const openAiSpy = jest
+ .spyOn(OpenAiModerationProvider.prototype, 'callModerationApi')
+ .mockResolvedValue(mockModerationRes... | ```suggestion
reason: expect.any(String),
``` |
promptfoo | github_2023 | typescript | 2,508 | promptfoo | typpo | @@ -1018,6 +1018,15 @@ export async function matchesModeration(
{ userPrompt, assistantResponse, categories = [] }: ModerationMatchOptions,
grading?: GradingConfig,
) {
+ // Return early if there's no response to moderate | ```suggestion
``` |
promptfoo | github_2023 | typescript | 2,477 | promptfoo | sklein12 | @@ -82,6 +83,11 @@ class CrescendoProvider implements ApiProvider {
this.targetConversationId = uuidv4();
this.redTeamingChatConversationId = uuidv4();
this.stateless = config.stateless ?? true;
+ if (typeof config.stateless === 'boolean' && !config.stateless) {
+ telemetry.recordOnce('feature_us... | ```suggestion
if (config.stateless !== undefined) {
telemetry.recordOnce('feature_used', {
feature: 'stateless',
state: String(config.stateless)
});
}
``` |
promptfoo | github_2023 | typescript | 2,477 | promptfoo | sklein12 | @@ -43,6 +44,11 @@ export default class GoatProvider implements ApiProvider {
stateless: options.stateless,
})}`,
);
+ if (typeof options.stateless === 'boolean' && !options.stateless) {
+ telemetry.recordOnce('feature_used', {
+ feature: 'stateless',
+ });
+ } | ```suggestion
if (config.stateless !== undefined) {
telemetry.recordOnce('feature_used', {
feature: 'stateless',
state: String(config.stateless)
});
}
``` |
promptfoo | github_2023 | others | 2,449 | promptfoo | typpo | @@ -0,0 +1,139 @@
+---
+sidebar_label: Overview
+---
+
+# Red Team Strategies
+
+## What are Strategies?
+
+Strategies are specialized modifications made on top of plugin test cases to test different attack vectors. They generally increase the Attack Success Rate (ASR) of the intents generated by plugins. The are appli... | I think these paragraphs are too dense - I'd at a minimum break them up into separate paragraphs, add images, etc for readability |
promptfoo | github_2023 | typescript | 2,495 | promptfoo | mldangelo | @@ -63,6 +64,15 @@ export const Strategies: Strategy[] = [
return newTestCases;
},
},
+ {
+ id: 'best-of-n',
+ action: async (testCases, injectVar, config) => {
+ logger.debug('Adding Best-of-N to all test cases'); | nit for later - I know we support the concept of filtering strategies to specific plugins. I am not sure where that happens and if this message makes sense all the time. |
promptfoo | github_2023 | others | 2,495 | promptfoo | mldangelo | @@ -0,0 +1,106 @@
+---
+sidebar_label: Best-of-N
+---
+
+# Best-of-N (BoN) Jailbreaking Strategy | excellent job here |
promptfoo | github_2023 | others | 2,448 | promptfoo | typpo | @@ -0,0 +1,272 @@
+---
+sidebar_label: Overview
+---
+
+# Red Team Plugins
+
+## What are Plugins?
+
+Plugins are adversarial input generators that produce malicious payloads. The purpose of a plugin is to assess an LLM application against a specific type of risk. When a plugin is selected, Promptfoo generates adversar... | The Example Specification for these two are flipped |
promptfoo | github_2023 | others | 2,448 | promptfoo | typpo | @@ -0,0 +1,272 @@
+---
+sidebar_label: Overview
+---
+
+# Red Team Plugins
+
+## What are Plugins?
+
+Plugins are adversarial input generators that produce malicious payloads. The purpose of a plugin is to assess an LLM application against a specific type of risk. When a plugin is selected, Promptfoo generates adversar... | Language is actually a `modifier` under the hood. wonder if it makes sense to put them all under modifiers for consistency |
promptfoo | github_2023 | others | 2,448 | promptfoo | typpo | @@ -0,0 +1,272 @@
+---
+sidebar_label: Overview
+---
+
+# Red Team Plugins
+
+## What are Plugins?
+
+Plugins are adversarial input generators that produce malicious payloads. The purpose of a plugin is to assess an LLM application against a specific type of risk. When a plugin is selected, Promptfoo generates adversar... | maybe add an example table? it expects a single-column CSV with a header |
promptfoo | github_2023 | others | 2,448 | promptfoo | typpo | @@ -0,0 +1,272 @@
+---
+sidebar_label: Overview
+---
+
+# Red Team Plugins
+
+## What are Plugins?
+
+Plugins are adversarial input generators that produce malicious payloads. The purpose of a plugin is to assess an LLM application against a specific type of risk. When a plugin is selected, Promptfoo generates adversar... | This is the third place we're creating a list like this, after configuration.md and llm-vulnerability-types.md. Should we make a single source of truth/worth creating a single table template that we can just include where necessary? |
promptfoo | github_2023 | others | 2,448 | promptfoo | mldangelo | @@ -0,0 +1,272 @@
+---
+sidebar_label: Overview
+---
+
+# Red Team Plugins
+
+## What are Plugins?
+
+Plugins are adversarial input generators that produce malicious payloads. The purpose of a plugin is to assess an LLM application against a specific type of risk. When a plugin is selected, Promptfoo generates adversar... | sadly we do not have this discord yet |
promptfoo | github_2023 | others | 2,448 | promptfoo | mldangelo | @@ -0,0 +1,272 @@
+---
+sidebar_label: Overview
+---
+
+# Red Team Plugins
+
+## What are Plugins?
+
+Plugins are adversarial input generators that produce malicious payloads. The purpose of a plugin is to assess an LLM application against a specific type of risk. When a plugin is selected, Promptfoo generates adversar... | would love to see a little more explainer text here. "Your AI code of conduct" etc. etc. |
promptfoo | github_2023 | others | 2,448 | promptfoo | mldangelo | @@ -159,6 +159,8 @@ If `numTests` is not specified for a plugin, it will use the global `numTests` v
#### Available Plugins
+<PluginTable /> | What does this page look like when you preview it? |
promptfoo | github_2023 | typescript | 2,466 | promptfoo | typpo | @@ -391,6 +391,13 @@ class CrescendoProvider implements ApiProvider {
if (response.error) {
throw new Error(`Error from redteam provider: ${response.error}`);
}
+ if (!response.output) {
+ logger.warning(`[Crescendo] No output from redteam provider: ${safeJsonStringify(response)}`); | logger.debug? |
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