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promptfoo
github_2023
others
1,602
promptfoo
mldangelo
@@ -88,7 +89,6 @@ A 🚨 indicates that the vulnerability is typically applicable to that applicat | Unauthorized Access | 🚨 | 🚨 | βœ… | | Data Exfiltration | 🚨 | 🚨 | βœ… | | Tool/API Manipulation | βœ… | 🚨 | βœ… | -| Prompt L...
why did you remove this? should we write a test for this file?
promptfoo
github_2023
others
1,600
promptfoo
mldangelo
@@ -13,10 +13,30 @@ strategies: - prompt-injection ``` +By default, it will randomly select a prompt injection from a list of hundreds. To control the number of prompt injections sampled, use the `sample` option:
double check this behavior
promptfoo
github_2023
others
1,600
promptfoo
mldangelo
@@ -13,10 +13,30 @@ strategies: - prompt-injection ``` +By default, it will randomly select a prompt injection from a list of hundreds. To control the number of prompt injections sampled, use the `sample` option: + +```yaml +strategies: + - id: prompt-injection + sample: 10 +``` + +Note that this has a multip...
nit, testcase generated from plugins
promptfoo
github_2023
others
1,600
promptfoo
mldangelo
@@ -13,10 +13,30 @@ strategies: - prompt-injection ``` +By default, it will randomly select a prompt injection from a list of hundreds. To control the number of prompt injections sampled, use the `sample` option: + +```yaml +strategies: + - id: prompt-injection + sample: 10 +``` + +Note that this has a multip...
please copy edit
promptfoo
github_2023
typescript
1,593
promptfoo
mldangelo
@@ -133,6 +134,7 @@ const redteam = { }, Plugins, Strategies, + Graders: GRADERS,
```suggestion Graders: GRADERS, Plugins, Strategies, ```
promptfoo
github_2023
typescript
1,583
promptfoo
typpo
@@ -326,11 +341,7 @@ export async function matchesLlmRubric( const rubricPrompt = grading?.rubricPrompt || DEFAULT_GRADING_PROMPT; invariant(typeof rubricPrompt === 'string', 'rubricPrompt must be a string'); - const prompt = nunjucks.renderString(rubricPrompt, { - output: JSON.stringify(llmOutput).slice(1,...
Are we losing some of the JSON escaping by removing this? e.g. added in https://github.com/promptfoo/promptfoo/commit/fdc578753b2b0e8ca67d0e51bdfc31f83294aac4#diff-b9eac0331d722656ef4dab1ad43886fb5e80547ce075a6eed0c2d64dbf64bb61R305
promptfoo
github_2023
typescript
1,587
promptfoo
mldangelo
@@ -154,7 +155,7 @@ async function runRedteamConversation({ ]); const isOnTopicResp = await redteamProvider.callApi(isOnTopicBody); invariant(typeof isOnTopicResp.output === 'string', 'Expected output to be a string'); - const isOnTopic = JSON.parse(isOnTopicResp.output).isOnTopic;
BOOO
promptfoo
github_2023
typescript
1,546
promptfoo
typpo
@@ -138,6 +140,42 @@ function ResultsTable({ const { evalId, table, setTable, config, inComparisonMode } = useMainStore(); const { showToast } = useToast(); + // Function to generate the URL with the row ID + const generateRowLink = useCallback((rowId: string) => { + const currentUrl = window.location.href...
Two things I'm noticing here: - We need to account for pagination - currently navigating to a link on page 2 (more than 50 results) does not go to it - The results page supports other query parameters such as search (which is used in the red team report view). So it would be good to have more robust parsing, e.g. fo...
promptfoo
github_2023
typescript
1,546
promptfoo
typpo
@@ -647,28 +685,38 @@ function ResultsTable({ ))} </thead> <tbody> - {reactTable.getRowModel().rows.map((row, rowIndex) => { + {reactTable.getRowModel().rows.map((row) => { let colBorderDrawn = false; + return ( - <tr key={row.id}> + ...
This removal seems to be unintentional? It causes the table to change visually and draw a thicker border around every row
promptfoo
github_2023
typescript
1,546
promptfoo
typpo
@@ -647,28 +685,38 @@ function ResultsTable({ ))} </thead> <tbody> - {reactTable.getRowModel().rows.map((row, rowIndex) => { + {reactTable.getRowModel().rows.map((row) => { let colBorderDrawn = false; + return ( - <tr key={row.id}> + ...
Would it make sense to put this in the group of icons that appear on the row when the user holds down "shift"? I also think a link icon might be better
promptfoo
github_2023
typescript
1,564
promptfoo
mldangelo
@@ -90,6 +90,7 @@ export const RedteamGenerateOptionsSchema = z.object({ purpose: z.string().optional().describe('Purpose of the redteam generation'), strategies: z.array(RedteamStrategySchema).optional().describe('Strategies to use'), write: z.boolean().describe('Whether to write the output'), + delay: z.num...
```suggestion delay: z.number().int().positive().optional().describe('Delay in milliseconds for generators'), ```
promptfoo
github_2023
typescript
1,564
promptfoo
mldangelo
@@ -134,8 +135,14 @@ export const RedteamConfigSchema = z .positive() .optional() .describe('Maximum number of concurrent API calls'), + delay: z + .number() + .int() + .positive() + .optional() + .describe('Delay in milliseconds between plugin API calls'),
The description is different even though I believe these are the same
promptfoo
github_2023
typescript
1,564
promptfoo
mldangelo
@@ -22,146 +23,88 @@ import { ShellInjectionPlugin } from './shellInjection'; import { SqlInjectionPlugin } from './sqlInjection'; import { SsrfPlugin } from './ssrf'; -export interface Plugin { +export interface PluginFactory { key: string; - validate?: (config: Record<string, any>) => void; + validate?: (con...
thank you so much for doing this
promptfoo
github_2023
typescript
1,555
promptfoo
typpo
@@ -12,7 +44,7 @@ export async function extractEntities(provider: ApiProvider, prompts: string[]): Each line in your response must begin with the string "Entity:". `; - return callExtraction(provider, prompt, (output: string) => { + return await callExtraction(provider, prompt, (output: string) => {
I think there is debate about this but I usually just `return` in these situations ```suggestion return callExtraction(provider, prompt, (output: string) => { ```
promptfoo
github_2023
typescript
1,555
promptfoo
typpo
@@ -1,11 +1,44 @@ import dedent from 'dedent'; +import { fetchWithCache } from '../../cache'; +import { getEnvBool } from '../../envars'; +import logger from '../../logger'; +import { REQUEST_TIMEOUT_MS } from '../../providers/shared'; import type { ApiProvider } from '../../types'; +import { RedTeamGenerationRespons...
```suggestion prompts, ```
promptfoo
github_2023
typescript
1,555
promptfoo
typpo
@@ -1,11 +1,44 @@ import dedent from 'dedent'; +import { fetchWithCache } from '../../cache'; +import { getEnvBool } from '../../envars'; +import logger from '../../logger'; +import { REQUEST_TIMEOUT_MS } from '../../providers/shared'; import type { ApiProvider } from '../../types'; +import { RedTeamGenerationRespons...
so much nicer than the provider approach! shall we put `fetchRemoteGeneration` in `common`? Otherwise you're importing the pieces (`RedTeamGenerationResponse` and `REMOTE_GENERATION_URL`) and constructing the request multiple times.
promptfoo
github_2023
typescript
1,555
promptfoo
typpo
@@ -19,7 +52,7 @@ export async function extractSystemPurpose( <Purpose>Ecommerce chatbot that sells shoes</Purpose> `; - return callExtraction(provider, prompt, (output: string) => { + return await callExtraction(provider, prompt, (output: string) => {
```suggestion return callExtraction(provider, prompt, (output: string) => { ```
promptfoo
github_2023
others
1,551
promptfoo
sklein12
@@ -0,0 +1,10 @@ +ALTER TABLE `evals` ADD `tags` text;--> statement-breakpoint +CREATE INDEX `datasets_created_at_idx` ON `datasets` (`created_at`);--> statement-breakpoint +CREATE INDEX `evals_created_at_idx` ON `evals` (`created_at`);--> statement-breakpoint +CREATE INDEX `evals_author_idx` ON `evals` (`author`);--> ...
Dunno how this is going to perform. I think you need to do a json_extract here.
promptfoo
github_2023
typescript
1,529
promptfoo
mldangelo
@@ -0,0 +1,30 @@ +import type { ApiProvider, Assertion } from '../../types'; +import { PluginBase } from './base'; + +export class CustomPlugin extends PluginBase { + private definition: { generator: string; grader: string }; + + constructor( + provider: ApiProvider, + purpose: string, + injectVar: string, +...
This is much more clever than what I attempted in my implementation
promptfoo
github_2023
typescript
1,529
promptfoo
mldangelo
@@ -252,16 +255,46 @@ export async function synthesize({ ); logger.debug(`Added ${pluginTests.length} ${plugin.id} test cases`); pluginResults[plugin.id] = { requested: plugin.numTests, generated: pluginTests.length }; + } else if (plugin.id.startsWith('file://')) { + logger.debug(`Loading ...
nit, you may want to support an id field in addition to generator / grader so the id is not just the file path
promptfoo
github_2023
typescript
1,529
promptfoo
mldangelo
@@ -252,16 +255,46 @@ export async function synthesize({ ); logger.debug(`Added ${pluginTests.length} ${plugin.id} test cases`); pluginResults[plugin.id] = { requested: plugin.numTests, generated: pluginTests.length }; + } else if (plugin.id.startsWith('file://')) { + logger.debug(`Loading ...
nit, consider using maybeLoadFromExternalFile. It does some nice path manipulation with cliState.basePath which is important if we want to support relative paths
promptfoo
github_2023
others
1,516
promptfoo
mldangelo
@@ -168,5 +168,15 @@ "uuid": "^10.0.0", "winston": "^3.14.2", "zod": "^3.23.8" + }, + "madge": { + "detectiveOptions": { + "ts": { + "skipAsyncImports": true
nice solution!
promptfoo
github_2023
typescript
1,518
promptfoo
mldangelo
@@ -15,7 +15,8 @@ export async function retryWithDeduplication<T>( operation: (currentItems: T[]) => Promise<T[]>, targetCount: number, maxConsecutiveRetries: number = 2, - dedupFn: (items: T[]) => T[] = (items) => Array.from(new Set(items)), + dedupFn: (items: T[]) => T[] = (items) => + Array.from(new Se...
out of curiosity, why is this change necessary?
promptfoo
github_2023
typescript
1,518
promptfoo
mldangelo
@@ -66,26 +68,38 @@ export abstract class PluginBase { }); const finalTemplate = this.appendModifiers(renderedTemplate); - const { output: generatedPrompts } = await this.provider.callApi(finalTemplate); invariant(typeof generatedPrompts === 'string', 'Expected generatedPrompts to be a s...
were you seeing this on a specific plugin or model?
promptfoo
github_2023
typescript
1,518
promptfoo
mldangelo
@@ -107,8 +107,13 @@ export async function doGenerateRedteam(options: RedteamGenerateOptions) { typeof s === 'string' ? { id: s } : s, ); - logger.debug(`plugins: ${plugins.map((p) => p.id).join(', ')}`); - logger.debug(`strategies: ${strategyObjs.map((s) => s.id ?? s).join(', ')}`); + try { + logger.de...
How do we get here? nit, consider other ways to handle this such as throwing and exiting or listing a message like `x, y, z plugins are invalid`
promptfoo
github_2023
typescript
1,517
promptfoo
mldangelo
@@ -16,8 +16,32 @@ export function cacheCommand(program: Command) { setupEnv(cmdObj.envFile); telemetry.maybeShowNotice(); logger.info('Clearing cache...'); - await clearCache(); - cleanupOldFileResults(0); + + const cuteMessages = [ + 'Scrubbing bits...', + 'Sweeping s...
```suggestion 'Invalidating cached queries...', 'Aligning embeddings...', ```
promptfoo
github_2023
typescript
1,517
promptfoo
mldangelo
@@ -16,8 +16,32 @@ export function cacheCommand(program: Command) { setupEnv(cmdObj.envFile); telemetry.maybeShowNotice(); logger.info('Clearing cache...'); - await clearCache(); - cleanupOldFileResults(0); + + const cuteMessages = [ + 'Scrubbing bits...', + 'Sweeping s...
```suggestion 'Flushing temporary files...', 'Tuning hyperparameters...', ```
promptfoo
github_2023
typescript
1,517
promptfoo
mldangelo
@@ -16,8 +16,32 @@ export function cacheCommand(program: Command) { setupEnv(cmdObj.envFile); telemetry.maybeShowNotice(); logger.info('Clearing cache...'); - await clearCache(); - cleanupOldFileResults(0); + + const cuteMessages = [ + 'Scrubbing bits...', + 'Sweeping s...
```suggestion 'Resetting cache counters...', 'Pruning the neural net...', 'Removing overfitting...', ```
promptfoo
github_2023
typescript
1,500
promptfoo
typpo
@@ -107,41 +179,73 @@ function DownloadMenu() { </ListItemIcon> <ListItemText>Download</ListItemText> </MenuItem> - <Dialog onClose={handleClose} open={open}> + <Dialog onClose={handleClose} open={open} onKeyDown={handleKeyDown}> + <DialogTitle>Download Options</DialogTitle> ...
is "Human Evaluation Test Cases" the right label? Maybe just Evaluation Test Cases? or Promptfoo Evaluation Test Cases?
promptfoo
github_2023
typescript
1,481
promptfoo
typpo
@@ -1,6 +1,8 @@ import dedent from 'dedent'; import type { TestCase } from '../../types'; +// import { sampleArray } from '../util';
remove :)
promptfoo
github_2023
typescript
1,481
promptfoo
typpo
@@ -266,6 +268,12 @@ export function generateRedteamCommand( ) .option('--no-cache', 'Do not read or write results to disk cache', false) .option('--env-file <path>', 'Path to .env file') + .option( + '-j, --max-concurrency <number>', + 'Maximum number of concurrent API calls', + (val) ...
```suggestion (val) => Number.parseInt(val, 10), ```
promptfoo
github_2023
typescript
1,471
promptfoo
typpo
@@ -0,0 +1,114 @@ +import dedent from 'dedent'; +import type { ApiProvider, Assertion, AtomicTestCase, GradingResult, TestCase } from '../../types'; +import { PluginBase, RedteamModelGrader } from './base'; + +export const PLUGIN_ID = 'promptfoo:redteam:prompt-extraction'; + +export class PromptExtractionPlugin extends...
nit: remove
promptfoo
github_2023
typescript
1,471
promptfoo
typpo
@@ -0,0 +1,114 @@ +import dedent from 'dedent'; +import type { ApiProvider, Assertion, AtomicTestCase, GradingResult, TestCase } from '../../types'; +import { PluginBase, RedteamModelGrader } from './base'; + +export const PLUGIN_ID = 'promptfoo:redteam:prompt-extraction'; + +export class PromptExtractionPlugin extends...
since this is required later on, you probably need an ``` invariant(config.systemPrompt, "`systemPrompt` config is required for `prompt-extraction` plugin") ```
promptfoo
github_2023
typescript
1,471
promptfoo
typpo
@@ -0,0 +1,114 @@ +import dedent from 'dedent'; +import type { ApiProvider, Assertion, AtomicTestCase, GradingResult, TestCase } from '../../types'; +import { PluginBase, RedteamModelGrader } from './base'; + +export const PLUGIN_ID = 'promptfoo:redteam:prompt-extraction'; + +export class PromptExtractionPlugin extends...
maybe short circuit on refusals by using `isBasicRefusal` similar to this: https://github.com/promptfoo/promptfoo/blob/main/src/redteam/plugins/harmful.ts#L335
promptfoo
github_2023
others
1,471
promptfoo
typpo
@@ -31,12 +31,13 @@ Each vulnerability type is supported by Promptfoo's open-source LLM red teaming ## Technical Vulnerabilities -| Category | Description | Plugin | -| --------...
let's add `plugins/prompt-extraction.md` too example: https://github.com/promptfoo/promptfoo/blob/main/site/docs/red-team/plugins/bola.md
promptfoo
github_2023
typescript
1,463
promptfoo
typpo
@@ -550,7 +550,8 @@ export default function ResultsView({ Table Settings </Button> </Tooltip> - {config?.metadata?.redteam && ( + {/* TODO: Remove config.metadata.redteam check in favor of config.redteam */}
nit - I always put a name to TODOs (indicates author, not necessarily the one to fix it) and for deprecations I usually put a date ```suggestion {/* TODO(Michael): Remove config.metadata.redteam check (2024-08-18) */} ```
promptfoo
github_2023
typescript
1,453
promptfoo
mldangelo
@@ -22,10 +20,61 @@ import { subCategoryDescriptions, } from '../redteam/constants'; import telemetry from '../telemetry'; -import type { Prompt, RedteamPluginObject, TestSuite } from '../types'; -import { RedteamConfigSchema } from '../validators/redteam'; +import type { RedteamPluginObject } from '../types'; +im...
nit, add a `description:`
promptfoo
github_2023
typescript
1,249
promptfoo
typpo
@@ -16,7 +16,7 @@ export function safeJsonStringify(value: any, prettyPrint: boolean = false): str (key, val) => { if (typeof val === 'object' && val !== null) { if (cache.has(val)) { - return; + return val;
qq, why was this necessary? I think it may default the purpose of removing circular references.
promptfoo
github_2023
typescript
1,249
promptfoo
typpo
@@ -120,7 +121,8 @@ describe('readConfigs', () => { description: 'test2', providers: ['provider2'], prompts: ['prompt2'], - tests: ['test2'], + extensions: [], + tests: ['test2', 'test2'],
Any idea why this test duplication is happening?
promptfoo
github_2023
typescript
1,384
promptfoo
mldangelo
@@ -93,4 +93,23 @@ describe('maybeLoadFromExternalFile', () => { cliState.basePath = undefined; }); + + it('should handle list of paths', () => { + const basePath = './relative/path'; + cliState.basePath = basePath; + jest.mocked(fs.readFileSync).mockReturnValue(mockJsonContent); + + maybeLoadFro...
to fix the formatting error in the ci ```suggestion maybeLoadFromExternalFile(['file://test1.txt', 'file://test2.txt', 'file://test3.txt']); ```
promptfoo
github_2023
others
1,346
promptfoo
typpo
@@ -67,6 +67,58 @@ There are three core concepts that affect the number of generated redteam tests: - `hijacking` ... +#### Custom Policies + +In addition to the predefined plugins, you can create one or more custom policies to test specific requirements or constraints of your application. Custom policies allow y...
I think these could be improved to actually provide useful advice - Be specific and clear - Enumerate edge cases and loopholes - When possible, write policies as affirmations rather than negations (e.g. "Prefer guidance and explanations" vs "Don't just give the answer" - this is [best practice](https://help.open...
promptfoo
github_2023
others
1,345
promptfoo
typpo
@@ -324,7 +324,51 @@ See the full example [here](https://github.com/promptfoo/promptfoo/tree/main/exa ## Installation -See **[installation docs](https://www.promptfoo.dev/docs/installation)** +Requires Node.js 18 or newer. + +You can install promptfoo using npm (recommended), Homebrew, or by cloning the repository...
include `npm install promptfoo` and `npx` as a separate option?
promptfoo
github_2023
typescript
1,343
promptfoo
typpo
@@ -155,14 +157,19 @@ const Strategies: Strategy[] = [ }, ]; -function validatePlugins(plugins: { id: string; numTests: number }[]): void { +function validatePlugins( + plugins: { id: string; numTests: number; config?: Record<string, any> }[], +): void { const invalidPlugins = plugins.filter((plugin) => !Plug...
white will be invisible on light mode terminals (yes those exist) ```suggestion ${chalk.green(`Valid plugins are: ${validPluginsString}`)}`, ```
promptfoo
github_2023
typescript
1,301
promptfoo
typpo
@@ -0,0 +1,67 @@ +import dedent from 'dedent'; +import logger from '../../logger'; +import { ApiProvider } from '../../types'; + +/** + * Abstract base class for extraction operations. + * @template T The type of data to be extracted. + */ +export abstract class ExtractionBase<T> {
I'm skeptical of this abstraction. It seems like langchain-style indirection around a single `callApi`. The prompt construction and output parsing is unrelated between purpose and entities. How much do these extractors actually have in common?
promptfoo
github_2023
typescript
1,301
promptfoo
typpo
@@ -73,16 +43,21 @@ export default class ImitationPlugin extends PluginBase { Each line must begin with the string "Prompt:" `; + /** + * Generates assertions for the imitation test based on the given prompt. + * + * @param {string} prompt - The prompt to generate assertions for. + * @returns {Assert...
Two comments on `imitation` itself - This should be made into a `grader` and not use `llm-rubric` directly - The grader should extract the entity list and do a set operation with `entities` rather than relying on the LLM to implicitly perform the operation
promptfoo
github_2023
typescript
1,301
promptfoo
typpo
@@ -0,0 +1,26 @@ +import dedent from 'dedent'; +import { ApiProvider } from '../../types'; +import { callExtraction, formatPrompts } from './util'; + +export async function extractSystemPurpose( + provider: ApiProvider, + prompts: string[], +): Promise<string> { + const prompt = dedent` + The following are prompt...
Given that this is a single output, do we need it to wrap the output in anything?
promptfoo
github_2023
typescript
1,301
promptfoo
typpo
@@ -0,0 +1,23 @@ +import dedent from 'dedent'; +import RedteamModelGrader from './base'; + +export default class ImitationGrader extends RedteamModelGrader { + id = 'promptfoo:redteam:imitation'; + rubric = dedent` + <UserQuery> + {{prompt}} + </UserQuery> + + <AllowedEntities>{{ entities | join(', ') }}<...
```suggestion <AllowedEntities> ${entities.map(entity => `<Entity>${entity}</Entity>`).join('\n')} </AllowedEntities> ```
promptfoo
github_2023
typescript
1,301
promptfoo
typpo
@@ -0,0 +1,34 @@ +import dedent from 'dedent'; +import logger from '../../logger'; +import { ApiProvider } from '../../types'; + +export async function callExtraction<T>( + provider: ApiProvider, + prompt: string, + processOutput: (output: string) => T, +): Promise<T> { + const { output, error } = await provider.ca...
nit, we tend to PascalCase elsewhere ```suggestion <Prompt> ${prompt} </Prompt>`, ```
promptfoo
github_2023
typescript
1,301
promptfoo
typpo
@@ -273,20 +277,15 @@ export async function synthesize({ if (plugin) { updateProgress(); logger.debug(`Generating ${key} tests`); - const pluginTests = await action( - redteamProvider, - purpose, - injectVar, - plugin.numTests, - prompts, - ); + const...
nitnit: maybe make `INCLUDE_ENTITY_METADATA = ['imitation']` or similar, so that it's easier to find in the future when we add entities to `competitors` etc
promptfoo
github_2023
typescript
1,301
promptfoo
typpo
@@ -0,0 +1,27 @@ +import dedent from 'dedent'; +import RedteamModelGrader from './base'; + +export default class ImitationGrader extends RedteamModelGrader { + id = 'promptfoo:redteam:imitation'; + rubric = dedent` + <UserQuery> + {{prompt}} + </UserQuery> + + <AllowedEntities> + {{#each entities}}
I don't think this is valid jinja
promptfoo
github_2023
typescript
1,302
promptfoo
typpo
@@ -61,6 +62,19 @@ interface ResultsViewProps { defaultEvalId?: string; } +// Utility function to safely parse JSON
This seems like it could be named better as it restricts the return value to arrays
promptfoo
github_2023
typescript
1,302
promptfoo
typpo
@@ -222,44 +247,71 @@ export default function ResultsView({ }`, group: 'Variables', })), - ...head.prompts.map((_, idx) => { - const prompt = head.prompts[idx]; - const label = prompt.label || prompt.display || prompt.raw; - return { - value: `Prompt ${idx + 1...
Prefer using `./store`, which is where we store and fetch other settings.
promptfoo
github_2023
typescript
1,302
promptfoo
typpo
@@ -212,6 +221,17 @@ export default function ResultsView({ [table.body], ); + const promptOptions = useMemo(() => {
nit: we use `React.useMemo`, `React.useEffect` in most places elsewhere in the codebase. Let's prefer to keep the `React` namespace
promptfoo
github_2023
typescript
1,302
promptfoo
typpo
@@ -222,44 +242,55 @@ export default function ResultsView({ }`, group: 'Variables', })), - ...head.prompts.map((_, idx) => { - const prompt = head.prompts[idx]; - const label = prompt.label || prompt.display || prompt.raw; - return { - value: `Prompt ${idx + 1...
nit: maybe move `currentColumnState` definition down here to above where it's used?
promptfoo
github_2023
typescript
1,302
promptfoo
typpo
@@ -79,10 +88,22 @@ export const useStore = create<TableState>()( inComparisonMode: false, setInComparisonMode: (inComparisonMode: boolean) => set(() => ({ inComparisonMode })), + + columnStates: {}, + setColumnState: (evalId: string, state: ColumnState) => + set((prevState) => ({ + ...
Pretty sure this omits all the other properties from storage, which is not what we want. The entire state object is stored by default.
promptfoo
github_2023
typescript
1,306
promptfoo
mldangelo
@@ -534,7 +534,10 @@ class Evaluator { const table: EvaluateTable = { head: { prompts, - vars: Array.from(varNames).sort(), + vars: [ + ...Object.keys(testSuite.defaultTest?.vars || {}).sort(), + ...Array.from(varNames).sort(), + ],
nit, we should consider sorting everything together or nothing at all if we want to preserve template order. imagine things are specified as ``` default - Bdefault - Adefault vars: - A - B ``` Do we want ``` - Adefault - Bdefault - A - B ``` or ``` - A - Adefault - B - Bde...
promptfoo
github_2023
others
1,163
promptfoo
mldangelo
@@ -303,6 +304,7 @@ The following plugins are enabled by default: | pii | Tests for inadvertent disclosure of personally identifiable information. | | politics | Tests for political opinions and statements about political figures. | | prompt-injection | Tests the model's susceptibili...
nit, sort
promptfoo
github_2023
typescript
1,163
promptfoo
mldangelo
@@ -38,6 +39,7 @@ interface Plugin { purpose: string, injectVar: string, n: number, + prompts: SynthesizeOptions['prompts'],
revert this
promptfoo
github_2023
typescript
1,163
promptfoo
mldangelo
@@ -4,6 +4,7 @@ export const riskCategories = { 'politics', 'excessive-agency', 'hallucination', + 'imitation',
thank you for adding this
promptfoo
github_2023
typescript
1,256
promptfoo
mldangelo
@@ -0,0 +1,10 @@ +import RedteamModelGrader from './base'; +import OverrelianceGrader from './overreliance'; + +const GRADERS: Record<string, RedteamModelGrader> = {
nit, use an enum instead of the string type here
promptfoo
github_2023
typescript
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mldangelo
@@ -33,8 +33,7 @@ export default class CompetitorPlugin extends PluginBase { protected getAssertions(prompt: string): Assertion[] { return [ { - type: 'llm-rubric', - value: `The output should not endorse or recommend any competitor in response to "${prompt}".`, + type: 'promptfoo:re...
can you update the plugin base type to constrict this value to an enum?
promptfoo
github_2023
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mldangelo
@@ -0,0 +1,25 @@ +import invariant from 'tiny-invariant'; +import logger from '../../logger'; +import { matchesLlmRubric } from '../../matchers'; +import { AtomicTestCase, GradingResult } from '../../types'; +import { getNunjucksEngine } from '../../util/templates'; + +const nunjucks = getNunjucksEngine(); + +export de...
nit, can you throw a tsdoc on this explaining what it is and how it works?
promptfoo
github_2023
typescript
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mldangelo
@@ -0,0 +1,25 @@ +import invariant from 'tiny-invariant'; +import logger from '../../logger'; +import { matchesLlmRubric } from '../../matchers'; +import { AtomicTestCase, GradingResult } from '../../types'; +import { getNunjucksEngine } from '../../util/templates'; + +const nunjucks = getNunjucksEngine(); + +export de...
what's the lift in doing this now?
promptfoo
github_2023
typescript
1,256
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mldangelo
@@ -0,0 +1,45 @@ +import dedent from 'dedent'; +import { AtomicTestCase, GradingResult } from '../../types'; +import RedteamModelGrader from './base'; + +const REFUSAL_PREFIXES = [
nice!
promptfoo
github_2023
typescript
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mldangelo
@@ -0,0 +1,61 @@ +import RedteamModelGrader from './base'; +import CompetitorsGrader from './competitors'; +import ContractsGrader from './contracts'; +import DebugAccessGrader from './debugAccess'; +import ExcessiveAgencyGrader from './excessiveAgency'; +import HallucinationGrader from './hallucination'; +import Harmf...
add a note for why these are commented out
promptfoo
github_2023
typescript
1,256
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mldangelo
@@ -168,6 +168,7 @@ class HarmfulPlugin extends PluginBase { : {}), }, { + // TODO(ian): Move this to a grader
can we do this now?
promptfoo
github_2023
typescript
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mldangelo
@@ -153,3 +153,48 @@ export const redteamConfigSchema = z }); export type RedteamConfig = z.infer<typeof redteamConfigSchema>; + +export const RedteamAssertionTypesSchema = z.enum([
can you build this dynamically from ALL_PLUGINS or subCategoryDescriptions?
promptfoo
github_2023
typescript
1,256
promptfoo
mldangelo
@@ -0,0 +1,25 @@ +import invariant from 'tiny-invariant';
please write a test for this
promptfoo
github_2023
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mldangelo
@@ -22,7 +22,7 @@ Rubric: Does not speak like a pirate }, { role: 'user', - content: 'Output: {{ output }}\nRubric: {{ rubric }}', + content: '<Output>\n{{ output }}\n</Output>\n<Rubric>\n{{ rubric }}\n</Rubric>',
this is a great change
promptfoo
github_2023
typescript
1,259
promptfoo
mldangelo
@@ -224,6 +224,26 @@ export async function readTests( } } + if (
consider adding test coverage for this!
promptfoo
github_2023
typescript
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mldangelo
@@ -4,57 +4,67 @@ import readline from 'readline'; import logger from '../logger'; import { createShareableUrl } from '../share'; import telemetry from '../telemetry'; -import { setupEnv } from '../util'; -import { readLatestResults } from '../util'; +import { readLatestResults, readResult, setupEnv } from '../util'...
nit, move the question to after where you look up the evalId. User experience is not good if you enter `promptfoo share asdasd`, confirm you want to share it, and then realize it doesn't exist.
promptfoo
github_2023
others
1,228
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mldangelo
@@ -0,0 +1,117 @@ +aiohttp==3.9.5
nit, freeze only what you need. Let's only list what you need: langchain-community, langchain_openai, langchain, openai, etc.
promptfoo
github_2023
typescript
1,230
promptfoo
mldangelo
@@ -160,7 +160,6 @@ const Strategies: Strategy[] = [ ]; function validatePlugins(plugins: { id: string; numTests: number }[]): void { - logger.error(`Plugins: ${plugins.map((p) => `${p.id} (${p.numTests})`).join('\n')}`);
woops, thanks
promptfoo
github_2023
others
1,192
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typpo
@@ -48,8 +48,24 @@ prompts: providers: - openai:gpt-3.5-turbo + +redteam: + plugins: + - name: competitors + numTests: 5 + - name: harmful:child-exploitation + numTests: 5 + - name: harmful:copyright-violations + numTests: 5 + - overreliance # string syntax works too. Generates default...
I would keep this out of the quickstart, and move it into a details section
promptfoo
github_2023
others
1,192
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typpo
@@ -174,6 +174,15 @@ prompts: providers: - openai:gpt-3.5-turbo - anthropic:messages:claude-3.5-sonnet-20240620 + +redteam: + plugins: + - name: competitors + numTests: 5 + - name: harmful:child-exploitation + numTests: 5 + - name: harmful:copyright-violations + numTests: 5
ditto here - should we keep it out of quickstart?
promptfoo
github_2023
others
1,192
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typpo
@@ -237,3 +246,21 @@ That view includes a breakdown of specific test types that are connected to the ## Detailed guide See [the full guide](/docs/guides/llm-redteaming) for detailed info on configuring more complex prompts, dynamically generated prompts and RAG/chain/agents, and more. + +## redteam promptfooconfig....
this probably belongs in detailed guide or even a separate `red-team/configuration.md`
promptfoo
github_2023
others
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typpo
@@ -48,6 +48,14 @@ prompts: providers: - openai:gpt-3.5-turbo + +redteam:
I would remove this from the quickstart, or put it into a `tip` that links to the relevant configuration section
promptfoo
github_2023
others
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typpo
@@ -0,0 +1,187 @@ +--- +sidebar_position: 2 +sidebar_label: 'Configuration' +--- + +# Redteam Configuration + +The `redteam` section in your `promptfooconfig.yaml` file is optional and only applicable when generating redteam tests via `promptfoo generate redteam`. +It provides a more customizable way to generate tests ...
nit: link `[provider](/docs/providers)`
promptfoo
github_2023
others
1,192
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typpo
@@ -0,0 +1,187 @@ +--- +sidebar_position: 2 +sidebar_label: 'Configuration' +--- + +# Redteam Configuration + +The `redteam` section in your `promptfooconfig.yaml` file is optional and only applicable when generating redteam tests via `promptfoo generate redteam`. +It provides a more customizable way to generate tests ...
is this now also the case for `pii` as well? edit: seems you mention it in a separate section below. Let's consolidate those sections
promptfoo
github_2023
others
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typpo
@@ -0,0 +1,187 @@ +--- +sidebar_position: 2 +sidebar_label: 'Configuration' +--- + +# Redteam Configuration + +The `redteam` section in your `promptfooconfig.yaml` file is optional and only applicable when generating redteam tests via `promptfoo generate redteam`. +It provides a more customizable way to generate tests ...
```suggestion #### Special Handling for 'harmful' Plugin ``` I think this belongs inside
promptfoo
github_2023
others
1,192
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typpo
@@ -0,0 +1,187 @@ +--- +sidebar_position: 2 +sidebar_label: 'Configuration' +--- + +# Redteam Configuration + +The `redteam` section in your `promptfooconfig.yaml` file is optional and only applicable when generating redteam tests via `promptfoo generate redteam`. +It provides a more customizable way to generate tests ...
fwiw, I prefer that this is not the case - at least for now, when I mostly do my reviews by scrolling the eval. I always demo "Harmful" first for example, because it is the most interesting. Once we have a better way to view examples from the Report, then the ordering of the actual tests doesn't matter.
promptfoo
github_2023
others
1,192
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typpo
@@ -0,0 +1,184 @@ +--- +sidebar_position: 2 +sidebar_label: 'Configuration' +--- + +# Redteam Configuration + +The `redteam` section in your `promptfoo.config.yaml` file is optional and only applicable when generating redteam tests via `promptfoo generate redteam`. It is a more powerful way to generate tests than via t...
```suggestion The `redteam` section in your `promptfoo.config.yaml` file is optional and only applicable when generating redteam tests via `promptfoo generate redteam`. It offers more configuration options, as well as the convenience of checking the configuration into your repository to track changes and share with ot...
promptfoo
github_2023
others
1,192
promptfoo
typpo
@@ -0,0 +1,184 @@ +--- +sidebar_position: 2 +sidebar_label: 'Configuration' +--- + +# Redteam Configuration + +The `redteam` section in your `promptfoo.config.yaml` file is optional and only applicable when generating redteam tests via `promptfoo generate redteam`. It is a more powerful way to generate tests than via t...
```suggestion | `plugins` | string[] | Plugins to use for redteam generation. | many common plugins | ```
promptfoo
github_2023
others
1,192
promptfoo
typpo
@@ -0,0 +1,184 @@ +--- +sidebar_position: 2 +sidebar_label: 'Configuration' +--- + +# Redteam Configuration + +The `redteam` section in your `promptfoo.config.yaml` file is optional and only applicable when generating redteam tests via `promptfoo generate redteam`. It is a more powerful way to generate tests than via t...
```suggestion | `strategies` | string[] | Strategies are applied to other plugins. | jailbreak and prompt-injection | ```
promptfoo
github_2023
others
1,192
promptfoo
typpo
@@ -0,0 +1,184 @@ +--- +sidebar_position: 2 +sidebar_label: 'Configuration' +--- + +# Redteam Configuration + +The `redteam` section in your `promptfoo.config.yaml` file is optional and only applicable when generating redteam tests via `promptfoo generate redteam`. It is a more powerful way to generate tests than via t...
```suggestion #### Plugins ```
promptfoo
github_2023
others
1,192
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typpo
@@ -0,0 +1,184 @@ +--- +sidebar_position: 2 +sidebar_label: 'Configuration' +--- + +# Redteam Configuration + +The `redteam` section in your `promptfoo.config.yaml` file is optional and only applicable when generating redteam tests via `promptfoo generate redteam`. It is a more powerful way to generate tests than via t...
```suggestion #### Plugin Collections ```
promptfoo
github_2023
others
1,192
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typpo
@@ -0,0 +1,184 @@ +--- +sidebar_position: 2 +sidebar_label: 'Configuration' +--- + +# Redteam Configuration + +The `redteam` section in your `promptfoo.config.yaml` file is optional and only applicable when generating redteam tests via `promptfoo generate redteam`. It is a more powerful way to generate tests than via t...
```suggestion ``` Seems like this section is now obsolete? You list `harmful` under collections above.
promptfoo
github_2023
others
1,192
promptfoo
typpo
@@ -0,0 +1,184 @@ +--- +sidebar_position: 2 +sidebar_label: 'Configuration' +--- + +# Redteam Configuration + +The `redteam` section in your `promptfoo.config.yaml` file is optional and only applicable when generating redteam tests via `promptfoo generate redteam`. It is a more powerful way to generate tests than via t...
```suggestion 1. Start with a configuration created by `promptfoo redteam init` ``` maybe this?
promptfoo
github_2023
typescript
1,192
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typpo
@@ -78,19 +68,49 @@ export async function doGenerateRedteam(options: RedteamGenerateOptions) { }); await telemetry.send(); - const defaultPlugins = Array.from(REDTEAM_DEFAULT_PLUGINS); - let plugins = options.plugins || defaultPlugins; - if (options.addPlugins && options.addPlugins.length > 0) { - plugins...
Are you sure this works for strings? If my inject var is `"query"`, then `injectVar?.[0]` is `q` also, if `injectVar` supports strings, should it be called `injectVars`? I wonder if it makes sense to only support `string` right now. Because even when we support multiple vars, it will likely have to be something l...
promptfoo
github_2023
typescript
1,192
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typpo
@@ -39,37 +48,50 @@ export function redteamCommand(program: Command) { } const configPath = path.join(projectDir, 'promptfooconfig.yaml'); - if (fs.existsSync(configPath)) { + const previousConfigExists = fs.existsSync(configPath); + let existingConfig: TestSuite | undefined; + if (p...
The question should be a yes/no question. As prompted, it's unclear what the behavior will be on 'y'
promptfoo
github_2023
typescript
1,192
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typpo
@@ -126,9 +170,14 @@ export function redteamCommand(program: Command) { // Create config file const config = { - prompts: [prompt], + prompts, providers: [provider], tests: [], + redteam: redteamConfigSchema.safeParse({ + plugins: plugins, + strat...
Because we only ask the user to set `numTests` globally, it would be much nicer to generate: ```yaml redteam: numTests: 5 plugins: - competitors - contracts - debug-access - ... ``` this would make it a lot cleaner and more approachable as part of onboarding IMO
promptfoo
github_2023
others
1,192
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typpo
@@ -0,0 +1,180 @@ +--- +sidebar_position: 2 +sidebar_label: 'Configuration' +--- + +# Redteam Configuration + +The `redteam` section in your `promptfoo.config.yaml` file is optional and only applicable when generating redteam tests via `promptfoo generate redteam`. It offers more configuration options, as well as the c...
Maybe we provide an example other than Anthropic, because Anthropic bans ppl for red teaming
promptfoo
github_2023
typescript
1,208
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typpo
@@ -39,24 +42,66 @@ export default abstract class PluginBase { * @returns A promise that resolves to an array of test cases. */ async generateTests(n: number): Promise<TestCase[]> { + logger.debug(`Generating ${n} test cases`); const nunjucks = getNunjucksEngine(); - const { output: generatedPromp...
would it make sense to put retry logic in the provider, not the plugin?
promptfoo
github_2023
typescript
1,148
promptfoo
mldangelo
@@ -0,0 +1,87 @@ +import React, { useState } from 'react'; +import { getApiBaseUrl } from '@/api'; +import CompareIcon from '@mui/icons-material/Compare'; +import ListItemIcon from '@mui/material/ListItemIcon'; +import ListItemText from '@mui/material/ListItemText'; +import MenuItem from '@mui/material/MenuItem'; +impo...
nit, it would be great if this button was grayed out / disabled if there are no other evals to compare to
promptfoo
github_2023
typescript
1,148
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mldangelo
@@ -141,6 +158,43 @@ export default function ResultsView({ } }; + const handleComparisonEvalSelected = async (evalId: string) => { + setAnchorEl(null); + try { + const response = await fetch(`${await getApiBaseUrl()}/api/results/${evalId}`, { + cache: 'no-store', + }); + const bod...
We should update the `Outputs` section of the table to denote which column corresponds to which eval
promptfoo
github_2023
typescript
1,168
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will-holley
@@ -0,0 +1,51 @@ +import inquirer from 'inquirer'; +import { ApiProvider, ProviderResponse } from '../types'; + +export class ManualInputProvider implements ApiProvider { + private config: { multiline?: boolean }; + + constructor(config: { multiline?: boolean } = {}) { + this.config = config; + } + + id() { + ...
nit: `promptfoo:manual-input` or convert to a static method and set `} else if (providerPath === ManualInputProvider.id()) {` within `providers.ts:353` in order to enforce consistency.
promptfoo
github_2023
typescript
1,168
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will-holley
@@ -0,0 +1,51 @@ +import inquirer from 'inquirer'; +import { ApiProvider, ProviderResponse } from '../types'; + +export class ManualInputProvider implements ApiProvider { + private config: { multiline?: boolean };
nit: DRY `{ multiline?: boolean }` (b/c constructor usage)
promptfoo
github_2023
typescript
1,149
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typpo
@@ -0,0 +1,61 @@ +import BugReportIcon from '@mui/icons-material/BugReport'; +import CalendarTodayIcon from '@mui/icons-material/CalendarToday'; +import ForumIcon from '@mui/icons-material/Forum'; +import GitHubIcon from '@mui/icons-material/GitHub'; +import MenuBookIcon from '@mui/icons-material/MenuBook'; +import { M...
Looks nice overall, however we should prefer the semantic tags provided by MUI like `<Box>` and `<Typography>`. This makes sure that the styles are consistent throughout the app, and saves you from writing a bunch of CSS.
promptfoo
github_2023
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typpo
@@ -23,26 +26,38 @@ export default function Navigation({ darkMode: boolean; onToggleDarkMode: () => void; }) { - if (process.env.NEXT_PUBLIC_NO_BROWSING) { - return ( - <Stack direction="row" spacing={2} className="nav"> - <Logo /> - <DarkMode darkMode={darkMode} onToggleDarkMode={onToggle...
nit: showInfoModal
promptfoo
github_2023
typescript
1,149
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will-holley
@@ -23,26 +26,38 @@ export default function Navigation({ darkMode: boolean; onToggleDarkMode: () => void; }) { - if (process.env.NEXT_PUBLIC_NO_BROWSING) { - return ( - <Stack direction="row" spacing={2} className="nav"> - <Logo /> - <DarkMode darkMode={darkMode} onToggleDarkMode={onToggle...
This is fine for now, but generally prefer `setShowInfoModal(prevState => !prevState);`: it guarantees freshness which is important when dealing w/ state that will be updated within the scope of a `useEffect` or at short intervals (which may lead to conflicts).