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python-cli
| Author | SHA1 | Date | |
|---|---|---|---|
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README.md
98
README.md
@@ -1,52 +1,14 @@
|
||||
<p align="center">
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<a href="https://openpipe.ai">
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<img height="70" src="https://github.com/openpipe/openpipe/assets/41524992/70af25fb-1f90-42d9-8a20-3606e3b5aaba" alt="logo">
|
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</a>
|
||||
</p>
|
||||
<h1 align="center">
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OpenPipe
|
||||
</h1>
|
||||
# OpenPipe
|
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|
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<p align="center">
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<i>Turn expensive prompts into cheap fine-tuned models.</i>
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</p>
|
||||
OpenPipe is a flexible playground for comparing and optimizing LLM prompts. It lets you quickly generate, test and compare candidate prompts, and can automatically [translate](#-translate-between-model-apis) those prompts between models.
|
||||
|
||||
<p align="center">
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||||
<a href="/LICENSE"><img alt="License Apache-2.0" src="https://img.shields.io/github/license/openpipe/openpipe?style=flat-square"></a>
|
||||
<a href='http://makeapullrequest.com'><img alt='PRs Welcome' src='https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square'/></a>
|
||||
<a href="https://github.com/openpipe/openpipe/graphs/commit-activity"><img alt="GitHub commit activity" src="https://img.shields.io/github/commit-activity/m/openpipe/openpipe?style=flat-square"/></a>
|
||||
<a href="https://github.com/openpipe/openpipe/issues"><img alt="GitHub closed issues" src="https://img.shields.io/github/issues-closed/openpipe/openpipe?style=flat-square"/></a>
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</p>
|
||||
|
||||
<p align="center">
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||||
<a href="https://app.openpipe.ai/">Hosted App</a> - <a href="#running-locally">Running Locally</a> - <a href="#sample-experiments">Experiments</a>
|
||||
</p>
|
||||
|
||||
<br>
|
||||
Use powerful but expensive LLMs to fine-tune smaller and cheaper models suited to your exact needs. Evaluate model and prompt combinations in the playground. Query your past requests and export optimized training data.
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||||
<br>
|
||||
|
||||
|
||||
## 🪛 Features
|
||||
|
||||
* <b>Fine-Tune</b>
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* Easy integration with OpenPipe's SDK in both Python and JS.
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* Swiftly query logs using intuitive built-in filters.
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* Export data in multiple training formats, including Alpaca and ChatGPT, with deduplication.
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|
||||
* <b>Experiment</b>
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* Bulk-test wide-reaching scenarios using code templating.
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* Seamlessly translate prompts across different model APIs.
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* Tap into autogenerated scenarios for fresh test perspectives.
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||||
|
||||
<img src="https://github.com/openpipe/openpipe/assets/41524992/eaa8b92d-4536-4f63-bbef-4b0b1a60f6b5" alt="fine-tune demo">
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|
||||
<!-- <img height="400px" src="https://github.com/openpipe/openpipe/assets/41524992/66bb1843-cb72-4130-a369-eec2df3b8201" alt="playground demo"> -->
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<img src="https://github.com/openpipe/openpipe/assets/41524992/66bb1843-cb72-4130-a369-eec2df3b8201" alt="demo">
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||||
|
||||
You can use our hosted version of OpenPipe at https://openpipe.ai. You can also clone this repository and [run it locally](#running-locally).
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|
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## Sample Experiments
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||||
|
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These are sample experiments users have created that show how OpenPipe works. Feel free to fork them and start experimenting yourself.
|
||||
These are simple experiments users have created that show how OpenPipe works. Feel free to fork them and start experimenting yourself.
|
||||
|
||||
- [Twitter Sentiment Analysis](https://app.openpipe.ai/experiments/62c20a73-2012-4a64-973c-4b665ad46a57)
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||||
- [Reddit User Needs](https://app.openpipe.ai/experiments/22222222-2222-2222-2222-222222222222)
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@@ -55,25 +17,37 @@ These are sample experiments users have created that show how OpenPipe works. Fe
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## Supported Models
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#### OpenAI
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- [GPT 3.5 Turbo](https://platform.openai.com/docs/guides/gpt/chat-completions-api)
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- [GPT 3.5 Turbo 16k](https://platform.openai.com/docs/guides/gpt/chat-completions-api)
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- [GPT 4](https://openai.com/gpt-4)
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#### Llama2
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- [7b chat](https://replicate.com/a16z-infra/llama7b-v2-chat)
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- [13b chat](https://replicate.com/a16z-infra/llama13b-v2-chat)
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- [70b chat](https://replicate.com/replicate/llama70b-v2-chat)
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#### Llama2 Fine-Tunes
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- [Open-Orca/OpenOrcaxOpenChat-Preview2-13B](https://huggingface.co/Open-Orca/OpenOrcaxOpenChat-Preview2-13B)
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- [Open-Orca/OpenOrca-Platypus2-13B](https://huggingface.co/Open-Orca/OpenOrca-Platypus2-13B)
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- [NousResearch/Nous-Hermes-Llama2-13b](https://huggingface.co/NousResearch/Nous-Hermes-Llama2-13b)
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- [jondurbin/airoboros-l2-13b-gpt4-2.0](https://huggingface.co/jondurbin/airoboros-l2-13b-gpt4-2.0)
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- [lmsys/vicuna-13b-v1.5](https://huggingface.co/lmsys/vicuna-13b-v1.5)
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||||
- [Gryphe/MythoMax-L2-13b](https://huggingface.co/Gryphe/MythoMax-L2-13b)
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||||
- [NousResearch/Nous-Hermes-llama-2-7b](https://huggingface.co/NousResearch/Nous-Hermes-llama-2-7b)
|
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#### Anthropic
|
||||
- [Claude 1 Instant](https://www.anthropic.com/index/introducing-claude)
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||||
- [Claude 2](https://www.anthropic.com/index/claude-2)
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- All models available through the OpenAI [chat completion API](https://platform.openai.com/docs/guides/gpt/chat-completions-api)
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- Llama2 [7b chat](https://replicate.com/a16z-infra/llama7b-v2-chat), [13b chat](https://replicate.com/a16z-infra/llama13b-v2-chat), [70b chat](https://replicate.com/replicate/llama70b-v2-chat).
|
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- Anthropic's [Claude 1 Instant](https://www.anthropic.com/index/introducing-claude) and [Claude 2](https://www.anthropic.com/index/claude-2)
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|
||||
## Features
|
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|
||||
### 🔍 Visualize Responses
|
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|
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Inspect prompt completions side-by-side.
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|
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### 🧪 Bulk-Test
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|
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OpenPipe lets you _template_ a prompt. Use the templating feature to run the prompts you're testing against many potential inputs for broad coverage of your problem space.
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|
||||
### 📟 Translate between Model APIs
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||||
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||||
Write your prompt in one format and automatically convert it to work with any other model.
|
||||
|
||||
<!-- <img width="480" alt="Screenshot 2023-08-01 at 11 55 38 PM" src="https://github.com/OpenPipe/OpenPipe/assets/41524992/1e19ccf2-96b6-4e93-a3a5-1449710d1b5b" alt="translate between models"> -->
|
||||
|
||||
### 🛠️ Refine Your Prompts Automatically
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||||
|
||||
Use a growing database of best-practice refinements to improve your prompts automatically.
|
||||
|
||||
<!-- <img width="480" alt="Screenshot 2023-08-01 at 11 55 38 PM" src="https://github.com/OpenPipe/OpenPipe/assets/41524992/87a27fe7-daef-445c-a5e2-1c82b23f9f99" alt="add function call"> -->
|
||||
|
||||
### 🪄 Auto-generate Test Scenarios
|
||||
|
||||
OpenPipe includes a tool to generate new test scenarios based on your existing prompts and scenarios. Just click "Autogenerate Scenario" to try it out!
|
||||
|
||||
<!-- <img width="600" src="https://github.com/openpipe/openpipe/assets/41524992/219a844e-3f4e-4f6b-8066-41348b42977b" alt="auto-generate"> -->
|
||||
|
||||
## Running Locally
|
||||
|
||||
|
||||
@@ -23,6 +23,7 @@ ARG NEXT_PUBLIC_SOCKET_URL
|
||||
ARG NEXT_PUBLIC_HOST
|
||||
ARG NEXT_PUBLIC_SENTRY_DSN
|
||||
ARG SENTRY_AUTH_TOKEN
|
||||
ARG NEXT_PUBLIC_FF_SHOW_BETA_FEATURES
|
||||
|
||||
WORKDIR /code
|
||||
COPY --from=deps /code/node_modules ./node_modules
|
||||
|
||||
@@ -48,7 +48,6 @@
|
||||
"@trpc/react-query": "^10.26.0",
|
||||
"@trpc/server": "^10.26.0",
|
||||
"@vercel/og": "^0.5.9",
|
||||
"archiver": "^6.0.0",
|
||||
"ast-types": "^0.14.2",
|
||||
"chroma-js": "^2.4.2",
|
||||
"concurrently": "^8.2.0",
|
||||
@@ -100,7 +99,6 @@
|
||||
"replicate": "^0.12.3",
|
||||
"socket.io": "^4.7.1",
|
||||
"socket.io-client": "^4.7.1",
|
||||
"stream-buffers": "^3.0.2",
|
||||
"superjson": "1.12.2",
|
||||
"trpc-openapi": "^1.2.0",
|
||||
"tsx": "^3.12.7",
|
||||
@@ -113,7 +111,6 @@
|
||||
},
|
||||
"devDependencies": {
|
||||
"@openapi-contrib/openapi-schema-to-json-schema": "^4.0.5",
|
||||
"@types/archiver": "^5.3.2",
|
||||
"@types/babel__core": "^7.20.1",
|
||||
"@types/babel__standalone": "^7.1.4",
|
||||
"@types/chroma-js": "^2.4.0",
|
||||
@@ -130,7 +127,6 @@
|
||||
"@types/react": "^18.2.6",
|
||||
"@types/react-dom": "^18.2.4",
|
||||
"@types/react-syntax-highlighter": "^15.5.7",
|
||||
"@types/stream-buffers": "^3.0.4",
|
||||
"@types/uuid": "^9.0.2",
|
||||
"@typescript-eslint/eslint-plugin": "^5.59.6",
|
||||
"@typescript-eslint/parser": "^5.59.6",
|
||||
|
||||
@@ -1,14 +0,0 @@
|
||||
import { Tooltip, Icon, VStack } from "@chakra-ui/react";
|
||||
import { RiInformationFill } from "react-icons/ri";
|
||||
|
||||
const InfoCircle = ({ tooltipText }: { tooltipText: string }) => {
|
||||
return (
|
||||
<Tooltip label={tooltipText} fontSize="sm" shouldWrapChildren maxW={80}>
|
||||
<VStack>
|
||||
<Icon as={RiInformationFill} boxSize={5} color="gray.500" />
|
||||
</VStack>
|
||||
</Tooltip>
|
||||
);
|
||||
};
|
||||
|
||||
export default InfoCircle;
|
||||
@@ -18,11 +18,11 @@ import { IoStatsChartOutline } from "react-icons/io5";
|
||||
import { RiHome3Line, RiFlaskLine } from "react-icons/ri";
|
||||
import { FaRobot } from "react-icons/fa";
|
||||
import { signIn, useSession } from "next-auth/react";
|
||||
import { env } from "~/env.mjs";
|
||||
import ProjectMenu from "./ProjectMenu";
|
||||
import NavSidebarOption from "./NavSidebarOption";
|
||||
import IconLink from "./IconLink";
|
||||
import { BetaModal } from "./BetaModal";
|
||||
import { useAppStore } from "~/state/store";
|
||||
|
||||
const Divider = () => <Box h="1px" bgColor="gray.300" w="full" />;
|
||||
|
||||
@@ -167,9 +167,6 @@ export default function AppShell({
|
||||
}
|
||||
}, [requireAuth, user, authLoading]);
|
||||
|
||||
const flags = useAppStore((s) => s.featureFlags.featureFlags);
|
||||
const flagsLoaded = useAppStore((s) => s.featureFlags.flagsLoaded);
|
||||
|
||||
return (
|
||||
<>
|
||||
<Flex h={vh} w="100vw">
|
||||
@@ -181,7 +178,7 @@ export default function AppShell({
|
||||
{children}
|
||||
</Box>
|
||||
</Flex>
|
||||
{requireBeta && flagsLoaded && !flags.betaAccess && <BetaModal />}
|
||||
{requireBeta && !env.NEXT_PUBLIC_FF_SHOW_BETA_FEATURES && <BetaModal />}
|
||||
</>
|
||||
);
|
||||
}
|
||||
|
||||
@@ -14,7 +14,6 @@ import {
|
||||
Link as ChakraLink,
|
||||
Image,
|
||||
Box,
|
||||
Portal,
|
||||
} from "@chakra-ui/react";
|
||||
import { useEffect } from "react";
|
||||
import Link from "next/link";
|
||||
@@ -110,66 +109,64 @@ export default function ProjectMenu() {
|
||||
</HStack>
|
||||
</NavSidebarOption>
|
||||
</PopoverTrigger>
|
||||
<Portal>
|
||||
<PopoverContent
|
||||
_focusVisible={{ outline: "unset" }}
|
||||
w={220}
|
||||
ml={{ base: 2, md: 0 }}
|
||||
boxShadow="0 0 40px 4px rgba(0, 0, 0, 0.1);"
|
||||
fontSize="sm"
|
||||
>
|
||||
<VStack alignItems="flex-start" spacing={1} py={1}>
|
||||
<Text px={3} py={2}>
|
||||
{user?.user.email}
|
||||
</Text>
|
||||
<Divider />
|
||||
<Text alignSelf="flex-start" fontWeight="bold" px={3} pt={2}>
|
||||
Your Projects
|
||||
</Text>
|
||||
<VStack spacing={0} w="full" px={1}>
|
||||
{projects?.map((proj) => (
|
||||
<ProjectOption
|
||||
key={proj.id}
|
||||
proj={proj}
|
||||
isActive={proj.id === selectedProjectId}
|
||||
onClose={popover.onClose}
|
||||
/>
|
||||
))}
|
||||
<HStack
|
||||
as={Button}
|
||||
variant="ghost"
|
||||
colorScheme="blue"
|
||||
color="blue.400"
|
||||
fontSize="sm"
|
||||
justifyContent="flex-start"
|
||||
onClick={createProject}
|
||||
w="full"
|
||||
borderRadius={4}
|
||||
spacing={0}
|
||||
>
|
||||
<Text>Add project</Text>
|
||||
<Icon as={isLoading ? Spinner : BsPlus} boxSize={4} strokeWidth={0.5} />
|
||||
</HStack>
|
||||
</VStack>
|
||||
|
||||
<Divider />
|
||||
<VStack w="full" px={1}>
|
||||
<ChakraLink
|
||||
onClick={() => {
|
||||
signOut().catch(console.error);
|
||||
}}
|
||||
_hover={{ bgColor: "gray.200", textDecoration: "none" }}
|
||||
w="full"
|
||||
py={2}
|
||||
px={2}
|
||||
borderRadius={4}
|
||||
>
|
||||
<Text>Sign out</Text>
|
||||
</ChakraLink>
|
||||
</VStack>
|
||||
<PopoverContent
|
||||
_focusVisible={{ outline: "unset" }}
|
||||
w={220}
|
||||
ml={{ base: 2, md: 0 }}
|
||||
boxShadow="0 0 40px 4px rgba(0, 0, 0, 0.1);"
|
||||
fontSize="sm"
|
||||
>
|
||||
<VStack alignItems="flex-start" spacing={1} py={1}>
|
||||
<Text px={3} py={2}>
|
||||
{user?.user.email}
|
||||
</Text>
|
||||
<Divider />
|
||||
<Text alignSelf="flex-start" fontWeight="bold" px={3} pt={2}>
|
||||
Your Projects
|
||||
</Text>
|
||||
<VStack spacing={0} w="full" px={1}>
|
||||
{projects?.map((proj) => (
|
||||
<ProjectOption
|
||||
key={proj.id}
|
||||
proj={proj}
|
||||
isActive={proj.id === selectedProjectId}
|
||||
onClose={popover.onClose}
|
||||
/>
|
||||
))}
|
||||
<HStack
|
||||
as={Button}
|
||||
variant="ghost"
|
||||
colorScheme="blue"
|
||||
color="blue.400"
|
||||
fontSize="sm"
|
||||
justifyContent="flex-start"
|
||||
onClick={createProject}
|
||||
w="full"
|
||||
borderRadius={4}
|
||||
spacing={0}
|
||||
>
|
||||
<Text>Add project</Text>
|
||||
<Icon as={isLoading ? Spinner : BsPlus} boxSize={4} strokeWidth={0.5} />
|
||||
</HStack>
|
||||
</VStack>
|
||||
</PopoverContent>
|
||||
</Portal>
|
||||
|
||||
<Divider />
|
||||
<VStack w="full" px={1}>
|
||||
<ChakraLink
|
||||
onClick={() => {
|
||||
signOut().catch(console.error);
|
||||
}}
|
||||
_hover={{ bgColor: "gray.200", textDecoration: "none" }}
|
||||
w="full"
|
||||
py={2}
|
||||
px={2}
|
||||
borderRadius={4}
|
||||
>
|
||||
<Text>Sign out</Text>
|
||||
</ChakraLink>
|
||||
</VStack>
|
||||
</VStack>
|
||||
</PopoverContent>
|
||||
</Popover>
|
||||
</VStack>
|
||||
);
|
||||
|
||||
@@ -1,210 +0,0 @@
|
||||
import { useState, useEffect } from "react";
|
||||
import {
|
||||
Modal,
|
||||
ModalOverlay,
|
||||
ModalContent,
|
||||
ModalHeader,
|
||||
ModalCloseButton,
|
||||
ModalBody,
|
||||
ModalFooter,
|
||||
HStack,
|
||||
VStack,
|
||||
Icon,
|
||||
Text,
|
||||
Button,
|
||||
Checkbox,
|
||||
NumberInput,
|
||||
NumberInputField,
|
||||
NumberInputStepper,
|
||||
NumberIncrementStepper,
|
||||
NumberDecrementStepper,
|
||||
Collapse,
|
||||
Flex,
|
||||
useDisclosure,
|
||||
type UseDisclosureReturn,
|
||||
} from "@chakra-ui/react";
|
||||
import { BiExport } from "react-icons/bi";
|
||||
|
||||
import { useHandledAsyncCallback } from "~/utils/hooks";
|
||||
import { api } from "~/utils/api";
|
||||
import { useAppStore } from "~/state/store";
|
||||
import ActionButton from "./ActionButton";
|
||||
import InputDropdown from "../InputDropdown";
|
||||
import { FiChevronUp, FiChevronDown } from "react-icons/fi";
|
||||
import InfoCircle from "../InfoCircle";
|
||||
|
||||
const SUPPORTED_EXPORT_FORMATS = ["alpaca-finetune", "openai-fine-tune", "unformatted"];
|
||||
|
||||
const ExportButton = () => {
|
||||
const selectedLogIds = useAppStore((s) => s.selectedLogs.selectedLogIds);
|
||||
|
||||
const disclosure = useDisclosure();
|
||||
|
||||
return (
|
||||
<>
|
||||
<ActionButton
|
||||
onClick={disclosure.onOpen}
|
||||
label="Export"
|
||||
icon={BiExport}
|
||||
isDisabled={selectedLogIds.size === 0}
|
||||
/>
|
||||
<ExportLogsModal disclosure={disclosure} />
|
||||
</>
|
||||
);
|
||||
};
|
||||
|
||||
export default ExportButton;
|
||||
|
||||
const ExportLogsModal = ({ disclosure }: { disclosure: UseDisclosureReturn }) => {
|
||||
const selectedProjectId = useAppStore((s) => s.selectedProjectId);
|
||||
const selectedLogIds = useAppStore((s) => s.selectedLogs.selectedLogIds);
|
||||
const clearSelectedLogIds = useAppStore((s) => s.selectedLogs.clearSelectedLogIds);
|
||||
|
||||
const [selectedExportFormat, setSelectedExportFormat] = useState(SUPPORTED_EXPORT_FORMATS[0]);
|
||||
const [testingSplit, setTestingSplit] = useState(10);
|
||||
const [removeDuplicates, setRemoveDuplicates] = useState(true);
|
||||
const [showAdvancedOptions, setShowAdvancedOptions] = useState(false);
|
||||
|
||||
useEffect(() => {
|
||||
if (disclosure.isOpen) {
|
||||
setSelectedExportFormat(SUPPORTED_EXPORT_FORMATS[0]);
|
||||
setTestingSplit(10);
|
||||
setRemoveDuplicates(true);
|
||||
}
|
||||
}, [disclosure.isOpen]);
|
||||
|
||||
const exportLogsMutation = api.loggedCalls.export.useMutation();
|
||||
|
||||
const [exportLogs, exportInProgress] = useHandledAsyncCallback(async () => {
|
||||
if (!selectedProjectId || !selectedLogIds.size || !testingSplit || !selectedExportFormat)
|
||||
return;
|
||||
const response = await exportLogsMutation.mutateAsync({
|
||||
projectId: selectedProjectId,
|
||||
selectedLogIds: Array.from(selectedLogIds),
|
||||
testingSplit,
|
||||
selectedExportFormat,
|
||||
removeDuplicates,
|
||||
});
|
||||
|
||||
const dataUrl = `data:application/pdf;base64,${response}`;
|
||||
const blob = await fetch(dataUrl).then((res) => res.blob());
|
||||
const url = URL.createObjectURL(blob);
|
||||
const a = document.createElement("a");
|
||||
|
||||
a.href = url;
|
||||
a.download = `data.zip`;
|
||||
document.body.appendChild(a);
|
||||
a.click();
|
||||
document.body.removeChild(a);
|
||||
|
||||
disclosure.onClose();
|
||||
clearSelectedLogIds();
|
||||
}, [
|
||||
exportLogsMutation,
|
||||
selectedProjectId,
|
||||
selectedLogIds,
|
||||
testingSplit,
|
||||
selectedExportFormat,
|
||||
removeDuplicates,
|
||||
]);
|
||||
|
||||
return (
|
||||
<Modal size={{ base: "xl", md: "2xl" }} {...disclosure}>
|
||||
<ModalOverlay />
|
||||
<ModalContent w={1200}>
|
||||
<ModalHeader>
|
||||
<HStack>
|
||||
<Icon as={BiExport} />
|
||||
<Text>Export Logs</Text>
|
||||
</HStack>
|
||||
</ModalHeader>
|
||||
<ModalCloseButton />
|
||||
<ModalBody maxW="unset">
|
||||
<VStack w="full" spacing={8} pt={4} alignItems="flex-start">
|
||||
<Text>
|
||||
We'll export the <b>{selectedLogIds.size}</b> logs you have selected in the format of
|
||||
your choice.
|
||||
</Text>
|
||||
<VStack alignItems="flex-start" spacing={4}>
|
||||
<Flex
|
||||
flexDir={{ base: "column", md: "row" }}
|
||||
alignItems={{ base: "flex-start", md: "center" }}
|
||||
>
|
||||
<HStack w={48} alignItems="center" spacing={1}>
|
||||
<Text fontWeight="bold">Format:</Text>
|
||||
<InfoCircle tooltipText="Format logs for for fine tuning or export them without formatting." />
|
||||
</HStack>
|
||||
<InputDropdown
|
||||
options={SUPPORTED_EXPORT_FORMATS}
|
||||
selectedOption={selectedExportFormat}
|
||||
onSelect={(option) => setSelectedExportFormat(option)}
|
||||
inputGroupProps={{ w: 48 }}
|
||||
/>
|
||||
</Flex>
|
||||
<Flex
|
||||
flexDir={{ base: "column", md: "row" }}
|
||||
alignItems={{ base: "flex-start", md: "center" }}
|
||||
>
|
||||
<HStack w={48} alignItems="center" spacing={1}>
|
||||
<Text fontWeight="bold">Testing Split:</Text>
|
||||
<InfoCircle tooltipText="The percent of your logs that will be reserved for testing and saved in another file. Logs are split randomly." />
|
||||
</HStack>
|
||||
<HStack>
|
||||
<NumberInput
|
||||
defaultValue={10}
|
||||
onChange={(_, num) => setTestingSplit(num)}
|
||||
min={1}
|
||||
max={100}
|
||||
w={48}
|
||||
>
|
||||
<NumberInputField />
|
||||
<NumberInputStepper>
|
||||
<NumberIncrementStepper />
|
||||
<NumberDecrementStepper />
|
||||
</NumberInputStepper>
|
||||
</NumberInput>
|
||||
</HStack>
|
||||
</Flex>
|
||||
</VStack>
|
||||
<VStack alignItems="flex-start" spacing={0}>
|
||||
<Button
|
||||
variant="unstyled"
|
||||
color="blue.600"
|
||||
onClick={() => setShowAdvancedOptions(!showAdvancedOptions)}
|
||||
>
|
||||
<HStack>
|
||||
<Text>Advanced Options</Text>
|
||||
<Icon as={showAdvancedOptions ? FiChevronUp : FiChevronDown} />
|
||||
</HStack>
|
||||
</Button>
|
||||
<Collapse in={showAdvancedOptions} unmountOnExit={true}>
|
||||
<VStack align="stretch" pt={4}>
|
||||
<HStack>
|
||||
<Checkbox
|
||||
colorScheme="blue"
|
||||
isChecked={removeDuplicates}
|
||||
onChange={(e) => setRemoveDuplicates(e.target.checked)}
|
||||
>
|
||||
<Text>Remove duplicates</Text>
|
||||
</Checkbox>
|
||||
<InfoCircle tooltipText="To avoid overfitting and speed up training, automatically deduplicate logs with matching input and output." />
|
||||
</HStack>
|
||||
</VStack>
|
||||
</Collapse>
|
||||
</VStack>
|
||||
</VStack>
|
||||
</ModalBody>
|
||||
<ModalFooter>
|
||||
<HStack>
|
||||
<Button colorScheme="gray" onClick={disclosure.onClose} minW={24}>
|
||||
Cancel
|
||||
</Button>
|
||||
<Button colorScheme="blue" onClick={exportLogs} isLoading={exportInProgress} minW={24}>
|
||||
Export
|
||||
</Button>
|
||||
</HStack>
|
||||
</ModalFooter>
|
||||
</ModalContent>
|
||||
</Modal>
|
||||
);
|
||||
};
|
||||
@@ -46,6 +46,7 @@ export const env = createEnv({
|
||||
NEXT_PUBLIC_SOCKET_URL: z.string().url().default("http://localhost:3318"),
|
||||
NEXT_PUBLIC_HOST: z.string().url().default("http://localhost:3000"),
|
||||
NEXT_PUBLIC_SENTRY_DSN: z.string().optional(),
|
||||
NEXT_PUBLIC_FF_SHOW_BETA_FEATURES: z.string().optional(),
|
||||
},
|
||||
|
||||
/**
|
||||
@@ -67,6 +68,7 @@ export const env = createEnv({
|
||||
NEXT_PUBLIC_SENTRY_DSN: process.env.NEXT_PUBLIC_SENTRY_DSN,
|
||||
SENTRY_AUTH_TOKEN: process.env.SENTRY_AUTH_TOKEN,
|
||||
OPENPIPE_API_KEY: process.env.OPENPIPE_API_KEY,
|
||||
NEXT_PUBLIC_FF_SHOW_BETA_FEATURES: process.env.NEXT_PUBLIC_FF_SHOW_BETA_FEATURES,
|
||||
SENDER_EMAIL: process.env.SENDER_EMAIL,
|
||||
SMTP_HOST: process.env.SMTP_HOST,
|
||||
SMTP_PORT: process.env.SMTP_PORT,
|
||||
|
||||
@@ -11,7 +11,6 @@ import { FiFilter } from "react-icons/fi";
|
||||
import LogFilters from "~/components/requestLogs/LogFilters/LogFilters";
|
||||
import ColumnVisiblityDropdown from "~/components/requestLogs/ColumnVisiblityDropdown";
|
||||
import FineTuneButton from "~/components/requestLogs/FineTuneButton";
|
||||
import ExportButton from "~/components/requestLogs/ExportButton";
|
||||
|
||||
export default function LoggedCalls() {
|
||||
const selectedLogIds = useAppStore((s) => s.selectedLogs.selectedLogIds);
|
||||
@@ -36,7 +35,6 @@ export default function LoggedCalls() {
|
||||
icon={RiFlaskLine}
|
||||
isDisabled={selectedLogIds.size === 0}
|
||||
/>
|
||||
<ExportButton />
|
||||
<ColumnVisiblityDropdown />
|
||||
<ActionButton
|
||||
onClick={() => {
|
||||
|
||||
@@ -1,16 +1,11 @@
|
||||
import { z } from "zod";
|
||||
import { type Expression, type SqlBool, sql, type RawBuilder } from "kysely";
|
||||
import { jsonArrayFrom } from "kysely/helpers/postgres";
|
||||
import archiver from "archiver";
|
||||
import { WritableStreamBuffer } from "stream-buffers";
|
||||
import { type JsonValue } from "type-fest";
|
||||
import { shuffle } from "lodash-es";
|
||||
|
||||
import { createTRPCRouter, protectedProcedure } from "~/server/api/trpc";
|
||||
import { kysely, prisma } from "~/server/db";
|
||||
import { comparators, defaultFilterableFields } from "~/state/logFiltersSlice";
|
||||
import { requireCanViewProject } from "~/utils/accessControl";
|
||||
import hashObject from "~/server/utils/hashObject";
|
||||
|
||||
// create comparator type based off of comparators
|
||||
const comparatorToSqlExpression = (comparator: (typeof comparators)[number], value: string) => {
|
||||
@@ -185,102 +180,4 @@ export const loggedCallsRouter = createTRPCRouter({
|
||||
|
||||
return tags.map((tag) => tag.name);
|
||||
}),
|
||||
export: protectedProcedure
|
||||
.input(
|
||||
z.object({
|
||||
projectId: z.string(),
|
||||
selectedLogIds: z.string().array(),
|
||||
testingSplit: z.number(),
|
||||
selectedExportFormat: z.string(),
|
||||
removeDuplicates: z.boolean(),
|
||||
}),
|
||||
)
|
||||
.mutation(async ({ input, ctx }) => {
|
||||
await requireCanViewProject(input.projectId, ctx);
|
||||
|
||||
// Fetch the real data using Prisma
|
||||
const loggedCallsFromDb = await ctx.prisma.loggedCallModelResponse.findMany({
|
||||
where: {
|
||||
originalLoggedCall: {
|
||||
projectId: input.projectId,
|
||||
id: { in: input.selectedLogIds },
|
||||
},
|
||||
statusCode: 200,
|
||||
},
|
||||
});
|
||||
|
||||
// Convert the database data into the desired format
|
||||
let formattedLoggedCalls: { instruction: JsonValue[]; output: JsonValue }[] =
|
||||
loggedCallsFromDb.map((call) => ({
|
||||
instruction: (call.reqPayload as unknown as Record<string, unknown>)
|
||||
.messages as JsonValue[],
|
||||
output: (call.respPayload as unknown as { choices: { message: unknown }[] }).choices[0]
|
||||
?.message as JsonValue,
|
||||
}));
|
||||
|
||||
if (input.removeDuplicates) {
|
||||
const deduplicatedLoggedCalls = [];
|
||||
const loggedCallHashSet = new Set<string>();
|
||||
for (const loggedCall of formattedLoggedCalls) {
|
||||
const loggedCallHash = hashObject(loggedCall);
|
||||
if (!loggedCallHashSet.has(loggedCallHash)) {
|
||||
loggedCallHashSet.add(loggedCallHash);
|
||||
deduplicatedLoggedCalls.push(loggedCall);
|
||||
}
|
||||
}
|
||||
formattedLoggedCalls = deduplicatedLoggedCalls;
|
||||
}
|
||||
|
||||
// Remove duplicate messages from instructions
|
||||
const instructionMessageHashMap = new Map<string, number>();
|
||||
for (const loggedCall of formattedLoggedCalls) {
|
||||
for (const message of loggedCall.instruction) {
|
||||
const hash = hashObject(message);
|
||||
if (instructionMessageHashMap.has(hash)) {
|
||||
// eslint-disable-next-line @typescript-eslint/no-non-null-assertion
|
||||
instructionMessageHashMap.set(hash, instructionMessageHashMap.get(hash)! + 1);
|
||||
} else {
|
||||
instructionMessageHashMap.set(hash, 0);
|
||||
}
|
||||
}
|
||||
}
|
||||
for (const loggedCall of formattedLoggedCalls) {
|
||||
loggedCall.instruction = loggedCall.instruction.filter((message) => {
|
||||
const hash = hashObject(message);
|
||||
// If the same message appears in a single instruction multiple times, there is some danger of
|
||||
// it being removed from all logged calls. This is enough of an edge case that we don't
|
||||
// need to worry about it for now.
|
||||
// eslint-disable-next-line @typescript-eslint/no-non-null-assertion
|
||||
return instructionMessageHashMap.get(hash)! < formattedLoggedCalls.length;
|
||||
});
|
||||
}
|
||||
|
||||
// Stringify instructions and outputs
|
||||
const stringifiedLoggedCalls = shuffle(formattedLoggedCalls).map((loggedCall) => ({
|
||||
instruction: JSON.stringify(loggedCall.instruction),
|
||||
output: JSON.stringify(loggedCall.output),
|
||||
}));
|
||||
|
||||
const splitIndex = Math.floor((stringifiedLoggedCalls.length * input.testingSplit) / 100);
|
||||
|
||||
const testingData = stringifiedLoggedCalls.slice(0, splitIndex);
|
||||
const trainingData = stringifiedLoggedCalls.slice(splitIndex);
|
||||
|
||||
// Convert arrays to JSONL format
|
||||
const trainingDataJSONL = trainingData.map((item) => JSON.stringify(item)).join("\n");
|
||||
const testingDataJSONL = testingData.map((item) => JSON.stringify(item)).join("\n");
|
||||
|
||||
const output = new WritableStreamBuffer();
|
||||
const archive = archiver("zip");
|
||||
|
||||
archive.pipe(output);
|
||||
archive.append(trainingDataJSONL, { name: "train.jsonl" });
|
||||
archive.append(testingDataJSONL, { name: "test.jsonl" });
|
||||
await archive.finalize();
|
||||
|
||||
// Convert buffer to base64
|
||||
const base64 = output.getContents().toString("base64");
|
||||
|
||||
return base64;
|
||||
}),
|
||||
});
|
||||
|
||||
@@ -17,7 +17,14 @@ try {
|
||||
// Set a dummy key so it doesn't fail at build time
|
||||
config = {
|
||||
apiKey: env.OPENAI_API_KEY ?? "dummy-key",
|
||||
openpipe: {
|
||||
apiKey: env.OPENPIPE_API_KEY,
|
||||
baseUrl: "http://localhost:3000/api/v1",
|
||||
},
|
||||
};
|
||||
}
|
||||
|
||||
// export const openai = env.OPENPIPE_API_KEY ? new OpenAI.OpenAI(config) : new OriginalOpenAI(config);
|
||||
|
||||
export const openai = new OpenAI(config);
|
||||
`
|
||||
@@ -1,23 +0,0 @@
|
||||
import { type SliceCreator } from "./store";
|
||||
|
||||
export type FeatureFlagsSlice = {
|
||||
flagsLoaded: boolean;
|
||||
featureFlags: {
|
||||
betaAccess: boolean;
|
||||
};
|
||||
setFeatureFlags: (flags: string[] | undefined) => void;
|
||||
};
|
||||
|
||||
export const createFeatureFlagsSlice: SliceCreator<FeatureFlagsSlice> = (set) => ({
|
||||
flagsLoaded: false,
|
||||
featureFlags: {
|
||||
betaAccess: false,
|
||||
},
|
||||
setFeatureFlags: (flags) =>
|
||||
set((state) => {
|
||||
state.featureFlags.featureFlags = {
|
||||
betaAccess: flags?.includes("betaAccess") ?? false,
|
||||
};
|
||||
state.featureFlags.flagsLoaded = true;
|
||||
}),
|
||||
});
|
||||
@@ -11,8 +11,7 @@ import { type APIClient } from "~/utils/api";
|
||||
import { type PersistedState, persistOptions } from "./persist";
|
||||
import { type SelectedLogsSlice, createSelectedLogsSlice } from "./selectedLogsSlice";
|
||||
import { type LogFiltersSlice, createLogFiltersSlice } from "./logFiltersSlice";
|
||||
import { type ColumnVisibilitySlice, createColumnVisibilitySlice } from "./columnVisiblitySlice";
|
||||
import { type FeatureFlagsSlice, createFeatureFlagsSlice } from "./featureFlags";
|
||||
import { createColumnVisibilitySlice, type ColumnVisibilitySlice } from "./columnVisiblitySlice";
|
||||
|
||||
enableMapSet();
|
||||
|
||||
@@ -29,7 +28,6 @@ export type State = {
|
||||
selectedLogs: SelectedLogsSlice;
|
||||
logFilters: LogFiltersSlice;
|
||||
columnVisibility: ColumnVisibilitySlice;
|
||||
featureFlags: FeatureFlagsSlice;
|
||||
};
|
||||
|
||||
export type SliceCreator<T> = StateCreator<State, [["zustand/immer", never]], [], T>;
|
||||
@@ -64,7 +62,6 @@ const useBaseStore = create<State, [["zustand/persist", PersistedState], ["zusta
|
||||
selectedLogs: createSelectedLogsSlice(set, get, ...rest),
|
||||
logFilters: createLogFiltersSlice(set, get, ...rest),
|
||||
columnVisibility: createColumnVisibilitySlice(set, get, ...rest),
|
||||
featureFlags: createFeatureFlagsSlice(set, get, ...rest),
|
||||
})),
|
||||
persistOptions,
|
||||
),
|
||||
|
||||
@@ -1,12 +1,11 @@
|
||||
"use client";
|
||||
import { useSession } from "next-auth/react";
|
||||
import React, { type ReactNode, useEffect } from "react";
|
||||
import { PostHogProvider, useActiveFeatureFlags } from "posthog-js/react";
|
||||
import { PostHogProvider } from "posthog-js/react";
|
||||
|
||||
import posthog from "posthog-js";
|
||||
import { env } from "~/env.mjs";
|
||||
import { useRouter } from "next/router";
|
||||
import { useAppStore } from "~/state/store";
|
||||
|
||||
// Make sure we're in the browser
|
||||
const inBrowser = typeof window !== "undefined";
|
||||
@@ -25,14 +24,6 @@ export const PosthogAppProvider = ({ children }: { children: ReactNode }) => {
|
||||
};
|
||||
}, [router.events]);
|
||||
|
||||
const setFeatureFlags = useAppStore((s) => s.featureFlags.setFeatureFlags);
|
||||
const activeFlags = useActiveFeatureFlags();
|
||||
useEffect(() => {
|
||||
if (activeFlags) {
|
||||
setFeatureFlags(activeFlags);
|
||||
}
|
||||
}, [activeFlags, setFeatureFlags]);
|
||||
|
||||
useEffect(() => {
|
||||
if (env.NEXT_PUBLIC_POSTHOG_KEY && inBrowser && session && session.user) {
|
||||
posthog.init(env.NEXT_PUBLIC_POSTHOG_KEY, {
|
||||
|
||||
@@ -6,11 +6,11 @@ from openpipe.api_client.client import AuthenticatedClient
|
||||
from openpipe.api_client.models.report_json_body_tags import (
|
||||
ReportJsonBodyTags,
|
||||
)
|
||||
import toml
|
||||
import time
|
||||
import os
|
||||
|
||||
version = toml.load("pyproject.toml")["tool"]["poetry"]["version"]
|
||||
# TODO: sync with pyproject.toml
|
||||
version = "3.0.3"
|
||||
|
||||
configured_client = AuthenticatedClient(
|
||||
base_url="https://app.openpipe.ai/api/v1", token=""
|
||||
|
||||
@@ -1,12 +1,13 @@
|
||||
[tool.poetry]
|
||||
name = "openpipe"
|
||||
version = "3.0.1"
|
||||
version = "3.0.3"
|
||||
description = "Python client library for the OpenPipe service"
|
||||
authors = ["Kyle Corbitt <kyle@openpipe.ai>"]
|
||||
license = "Apache-2.0"
|
||||
readme = "README.md"
|
||||
homepage = "https://github.com/OpenPipe/OpenPipe"
|
||||
repository = "https://github.com/OpenPipe/OpenPipe"
|
||||
include = ["pyproject.toml"]
|
||||
|
||||
[tool.poetry.dependencies]
|
||||
python = "^3.9"
|
||||
|
||||
203
pnpm-lock.yaml
generated
203
pnpm-lock.yaml
generated
@@ -80,9 +80,6 @@ importers:
|
||||
'@vercel/og':
|
||||
specifier: ^0.5.9
|
||||
version: 0.5.9
|
||||
archiver:
|
||||
specifier: ^6.0.0
|
||||
version: 6.0.0
|
||||
ast-types:
|
||||
specifier: ^0.14.2
|
||||
version: 0.14.2
|
||||
@@ -236,9 +233,6 @@ importers:
|
||||
socket.io-client:
|
||||
specifier: ^4.7.1
|
||||
version: 4.7.1
|
||||
stream-buffers:
|
||||
specifier: ^3.0.2
|
||||
version: 3.0.2
|
||||
superjson:
|
||||
specifier: 1.12.2
|
||||
version: 1.12.2
|
||||
@@ -270,9 +264,6 @@ importers:
|
||||
'@openapi-contrib/openapi-schema-to-json-schema':
|
||||
specifier: ^4.0.5
|
||||
version: 4.0.5
|
||||
'@types/archiver':
|
||||
specifier: ^5.3.2
|
||||
version: 5.3.2
|
||||
'@types/babel__core':
|
||||
specifier: ^7.20.1
|
||||
version: 7.20.1
|
||||
@@ -321,9 +312,6 @@ importers:
|
||||
'@types/react-syntax-highlighter':
|
||||
specifier: ^15.5.7
|
||||
version: 15.5.7
|
||||
'@types/stream-buffers':
|
||||
specifier: ^3.0.4
|
||||
version: 3.0.4
|
||||
'@types/uuid':
|
||||
specifier: ^9.0.2
|
||||
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resolution: {integrity: sha512-ujeqbceABgwMZxEJnk2HDY2DlnUZ+9oEcb1KzTVfYHio0UE6dG71n60d8D2I4qNvleWrrXpmjpt7vZeF1LnMZQ==}
|
||||
engines: {node: '>=6'}
|
||||
dependencies:
|
||||
bl: 4.1.0
|
||||
end-of-stream: 1.4.4
|
||||
fs-constants: 1.0.0
|
||||
inherits: 2.0.4
|
||||
readable-stream: 3.6.2
|
||||
dev: false
|
||||
|
||||
/terser-webpack-plugin@5.3.9(webpack@5.88.2):
|
||||
resolution: {integrity: sha512-ZuXsqE07EcggTWQjXUj+Aot/OMcD0bMKGgF63f7UxYcu5/AJF53aIpK1YoP5xR9l6s/Hy2b+t1AM0bLNPRuhwA==}
|
||||
engines: {node: '>= 10.13.0'}
|
||||
@@ -9535,15 +9341,6 @@ packages:
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||||
resolution: {integrity: sha512-N+d4UJSJbt/R3wqY7Coqs5pcV0aUj2j9IaQ3rNj9bVCLld8tTGKRa2USARjnvZJWVx1NDmQev8EknoczaOQDOA==}
|
||||
dev: false
|
||||
|
||||
/zip-stream@4.1.0:
|
||||
resolution: {integrity: sha512-zshzwQW7gG7hjpBlgeQP9RuyPGNxvJdzR8SUM3QhxCnLjWN2E7j3dOvpeDcQoETfHx0urRS7EtmVToql7YpU4A==}
|
||||
engines: {node: '>= 10'}
|
||||
dependencies:
|
||||
archiver-utils: 2.1.0
|
||||
compress-commons: 4.1.1
|
||||
readable-stream: 3.6.2
|
||||
dev: false
|
||||
|
||||
/zod-to-json-schema@3.21.4(zod@3.21.4):
|
||||
resolution: {integrity: sha512-fjUZh4nQ1s6HMccgIeE0VP4QG/YRGPmyjO9sAh890aQKPEk3nqbfUXhMFaC+Dr5KvYBm8BCyvfpZf2jY9aGSsw==}
|
||||
peerDependencies:
|
||||
|
||||
Reference in New Issue
Block a user