refactors aws endpoint router to split claude/mistral

This commit is contained in:
nai-degen
2024-08-11 12:39:01 -05:00
parent 6cf8c09fad
commit 9e5a660ef5
5 changed files with 315 additions and 337 deletions
+9
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@@ -0,0 +1,9 @@
import { NextFunction, Request, Response } from "express";
export function addV1(req: Request, res: Response, next: NextFunction) {
// Clients don't consistently use the /v1 prefix so we'll add it for them.
if (!req.path.startsWith("/v1/") && !req.path.startsWith("/v1beta/")) {
req.url = `/v1${req.url}`;
}
next();
}
+246
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@@ -0,0 +1,246 @@
import { Request, RequestHandler, Router } from "express";
import { createProxyMiddleware } from "http-proxy-middleware";
import { v4 } from "uuid";
import { config } from "../config";
import { logger } from "../logger";
import { createQueueMiddleware } from "./queue";
import { ipLimiter } from "./rate-limit";
import { handleProxyError } from "./middleware/common";
import {
createPreprocessorMiddleware,
signAwsRequest,
finalizeSignedRequest,
createOnProxyReqHandler,
} from "./middleware/request";
import {
ProxyResHandlerWithBody,
createOnProxyResHandler,
} from "./middleware/response";
import { transformAnthropicChatResponseToAnthropicText, transformAnthropicChatResponseToOpenAI } from "./anthropic";
/** Only used for non-streaming requests. */
const awsResponseHandler: ProxyResHandlerWithBody = async (
_proxyRes,
req,
res,
body
) => {
if (typeof body !== "object") {
throw new Error("Expected body to be an object");
}
let newBody = body;
switch (`${req.inboundApi}<-${req.outboundApi}`) {
case "openai<-anthropic-text":
req.log.info("Transforming Anthropic Text back to OpenAI format");
newBody = transformAwsTextResponseToOpenAI(body, req);
break;
case "openai<-anthropic-chat":
req.log.info("Transforming AWS Anthropic Chat back to OpenAI format");
newBody = transformAnthropicChatResponseToOpenAI(body);
break;
case "anthropic-text<-anthropic-chat":
req.log.info("Transforming AWS Anthropic Chat back to Text format");
newBody = transformAnthropicChatResponseToAnthropicText(body);
break;
}
// AWS does not always confirm the model in the response, so we have to add it
if (!newBody.model && req.body.model) {
newBody.model = req.body.model;
}
res.status(200).json({ ...newBody, proxy: body.proxy });
};
/**
* Transforms a model response from the Anthropic API to match those from the
* OpenAI API, for users using Claude via the OpenAI-compatible endpoint. This
* is only used for non-streaming requests as streaming requests are handled
* on-the-fly.
*/
function transformAwsTextResponseToOpenAI(
awsBody: Record<string, any>,
req: Request
): Record<string, any> {
const totalTokens = (req.promptTokens ?? 0) + (req.outputTokens ?? 0);
return {
id: "aws-" + v4(),
object: "chat.completion",
created: Date.now(),
model: req.body.model,
usage: {
prompt_tokens: req.promptTokens,
completion_tokens: req.outputTokens,
total_tokens: totalTokens,
},
choices: [
{
message: {
role: "assistant",
content: awsBody.completion?.trim(),
},
finish_reason: awsBody.stop_reason,
index: 0,
},
],
};
}
const awsProxy = createQueueMiddleware({
beforeProxy: signAwsRequest,
proxyMiddleware: createProxyMiddleware({
target: "bad-target-will-be-rewritten",
router: ({ signedRequest }) => {
if (!signedRequest) throw new Error("Must sign request before proxying");
return `${signedRequest.protocol}//${signedRequest.hostname}`;
},
changeOrigin: true,
selfHandleResponse: true,
logger,
on: {
proxyReq: createOnProxyReqHandler({ pipeline: [finalizeSignedRequest] }),
proxyRes: createOnProxyResHandler([awsResponseHandler]),
error: handleProxyError,
},
}),
});
const nativeTextPreprocessor = createPreprocessorMiddleware(
{ inApi: "anthropic-text", outApi: "anthropic-text", service: "aws" },
{ afterTransform: [maybeReassignModel] }
);
const textToChatPreprocessor = createPreprocessorMiddleware(
{ inApi: "anthropic-text", outApi: "anthropic-chat", service: "aws" },
{ afterTransform: [maybeReassignModel] }
);
/**
* Routes text completion prompts to aws anthropic-chat if they need translation
* (claude-3 based models do not support the old text completion endpoint).
*/
const preprocessAwsTextRequest: RequestHandler = (req, res, next) => {
if (req.body.model?.includes("claude-3")) {
textToChatPreprocessor(req, res, next);
} else {
nativeTextPreprocessor(req, res, next);
}
};
const oaiToAwsTextPreprocessor = createPreprocessorMiddleware(
{ inApi: "openai", outApi: "anthropic-text", service: "aws" },
{ afterTransform: [maybeReassignModel] }
);
const oaiToAwsChatPreprocessor = createPreprocessorMiddleware(
{ inApi: "openai", outApi: "anthropic-chat", service: "aws" },
{ afterTransform: [maybeReassignModel] }
);
/**
* Routes an OpenAI prompt to either the legacy Claude text completion endpoint
* or the new Claude chat completion endpoint, based on the requested model.
*/
const preprocessOpenAICompatRequest: RequestHandler = (req, res, next) => {
if (req.body.model?.includes("claude-3")) {
oaiToAwsChatPreprocessor(req, res, next);
} else {
oaiToAwsTextPreprocessor(req, res, next);
}
};
const awsClaudeRouter = Router();
// Native(ish) Anthropic text completion endpoint.
awsClaudeRouter.post("/v1/complete", ipLimiter, preprocessAwsTextRequest, awsProxy);
// Native Anthropic chat completion endpoint.
awsClaudeRouter.post(
"/v1/messages",
ipLimiter,
createPreprocessorMiddleware(
{ inApi: "anthropic-chat", outApi: "anthropic-chat", service: "aws" },
{ afterTransform: [maybeReassignModel] }
),
awsProxy
);
// OpenAI-to-AWS Anthropic compatibility endpoint.
awsClaudeRouter.post(
"/v1/chat/completions",
ipLimiter,
preprocessOpenAICompatRequest,
awsProxy
);
/**
* Tries to deal with:
* - frontends sending AWS model names even when they want to use the OpenAI-
* compatible endpoint
* - frontends sending Anthropic model names that AWS doesn't recognize
* - frontends sending OpenAI model names because they expect the proxy to
* translate them
*
* If client sends AWS model ID it will be used verbatim. Otherwise, various
* strategies are used to try to map a non-AWS model name to AWS model ID.
*/
function maybeReassignModel(req: Request) {
const model = req.body.model;
// If it looks like an AWS model, use it as-is
if (model.includes("anthropic.claude")) {
return;
}
// Anthropic model names can look like:
// - claude-v1
// - claude-2.1
// - claude-3-5-sonnet-20240620-v1:0
const pattern =
/^(claude-)?(instant-)?(v)?(\d+)([.-](\d))?(-\d+k)?(-sonnet-|-opus-|-haiku-)?(\d*)/i;
const match = model.match(pattern);
// If there's no match, fallback to Claude v2 as it is most likely to be
// available on AWS.
if (!match) {
req.body.model = `anthropic.claude-v2:1`;
return;
}
const [_, _cl, instant, _v, major, _sep, minor, _ctx, name, _rev] = match;
if (instant) {
req.body.model = "anthropic.claude-instant-v1";
return;
}
const ver = minor ? `${major}.${minor}` : major;
switch (ver) {
case "1":
case "1.0":
req.body.model = "anthropic.claude-v1";
return;
case "2":
case "2.0":
req.body.model = "anthropic.claude-v2";
return;
case "3":
case "3.0":
if (name.includes("opus")) {
req.body.model = "anthropic.claude-3-opus-20240229-v1:0";
} else if (name.includes("haiku")) {
req.body.model = "anthropic.claude-3-haiku-20240307-v1:0";
} else {
req.body.model = "anthropic.claude-3-sonnet-20240229-v1:0";
}
return;
case "3.5":
req.body.model = "anthropic.claude-3-5-sonnet-20240620-v1:0";
return;
}
// Fallback to Claude 2.1
req.body.model = `anthropic.claude-v2:1`;
return;
}
export const awsClaude = awsClaudeRouter;
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@@ -1,337 +1,56 @@
import { Request, RequestHandler, Response, Router } from "express";
import { createProxyMiddleware } from "http-proxy-middleware";
import { v4 } from "uuid";
/* Shared code between AWS Claude and AWS Mistral endpoints. */
import { Request, Response, Router } from "express";
import { config } from "../config";
import { logger } from "../logger";
import { createQueueMiddleware } from "./queue";
import { ipLimiter } from "./rate-limit";
import { handleProxyError } from "./middleware/common";
import {
createPreprocessorMiddleware,
signAwsRequest,
finalizeSignedRequest,
createOnProxyReqHandler,
} from "./middleware/request";
import {
ProxyResHandlerWithBody,
createOnProxyResHandler,
} from "./middleware/response";
import { transformAnthropicChatResponseToAnthropicText, transformAnthropicChatResponseToOpenAI } from "./anthropic";
import { sendErrorToClient } from "./middleware/response/error-generator";
import { awsClaude } from "./aws-claude";
import { addV1 } from "./add-v1";
const LATEST_AWS_V2_MINOR_VERSION = "1";
const awsRouter = Router();
awsRouter.use("/claude", addV1, awsClaude);
// awsRouter.use("/mistral", addV1, awsMistralRouter);
awsRouter.get("/:vendor?/models", handleModelsRequest);
const MODELS_CACHE_TTL = 10000;
let modelsCache: any = null;
let modelsCacheTime = 0;
const getModelsResponse = () => {
if (new Date().getTime() - modelsCacheTime < 1000 * 60) {
return modelsCache;
function handleModelsRequest(req: Request, res: Response) {
if (!config.awsCredentials) return { object: "list", data: [] };
if (new Date().getTime() - modelsCacheTime < MODELS_CACHE_TTL) {
return res.json(modelsCache);
}
if (!config.awsCredentials) return { object: "list", data: [] };
// https://docs.aws.amazon.com/bedrock/latest/userguide/model-ids.html
const variants = [
const models = [
"anthropic.claude-v2",
"anthropic.claude-v2:1",
"anthropic.claude-3-haiku-20240307-v1:0",
"anthropic.claude-3-sonnet-20240229-v1:0",
"anthropic.claude-3-5-sonnet-20240620-v1:0",
"anthropic.claude-3-opus-20240229-v1:0",
];
"mistral.mistral-7b-instruct-v0:2",
"mistral.mixtral-8x7b-instruct-v0:1",
"mistral.mistral-large-2402-v1:0",
"mistral.mistral-large-2407-v1:0",
"mistral.mistral-small-2402-v1:0",
].map((id) => {
const vendor = id.match(/^(.*)\./)?.[1];
return {
id,
object: "model",
created: new Date().getTime(),
owned_by: vendor,
permission: [],
root: vendor,
parent: null,
};
});
const models = variants.map((id) => ({
id,
object: "model",
created: new Date().getTime(),
owned_by: "anthropic",
permission: [],
root: "claude",
parent: null,
}));
modelsCache = { object: "list", data: models };
const requestedVendor = req.params.vendor;
const vendor = requestedVendor === "claude" ? "anthropic" : requestedVendor;
modelsCache = { object: "list", data: models.filter((m) => m.root === vendor) };
modelsCacheTime = new Date().getTime();
return modelsCache;
};
const handleModelRequest: RequestHandler = (_req, res) => {
res.status(200).json(getModelsResponse());
};
/** Only used for non-streaming requests. */
const awsResponseHandler: ProxyResHandlerWithBody = async (
_proxyRes,
req,
res,
body
) => {
if (typeof body !== "object") {
throw new Error("Expected body to be an object");
}
let newBody = body;
switch (`${req.inboundApi}<-${req.outboundApi}`) {
case "openai<-anthropic-text":
req.log.info("Transforming Anthropic Text back to OpenAI format");
newBody = transformAwsTextResponseToOpenAI(body, req);
break;
case "openai<-anthropic-chat":
req.log.info("Transforming AWS Anthropic Chat back to OpenAI format");
newBody = transformAnthropicChatResponseToOpenAI(body);
break;
case "anthropic-text<-anthropic-chat":
req.log.info("Transforming AWS Anthropic Chat back to Text format");
newBody = transformAnthropicChatResponseToAnthropicText(body);
break;
}
// AWS does not always confirm the model in the response, so we have to add it
if (!newBody.model && req.body.model) {
newBody.model = req.body.model;
}
res.status(200).json({ ...newBody, proxy: body.proxy });
};
/**
* Transforms a model response from the Anthropic API to match those from the
* OpenAI API, for users using Claude via the OpenAI-compatible endpoint. This
* is only used for non-streaming requests as streaming requests are handled
* on-the-fly.
*/
function transformAwsTextResponseToOpenAI(
awsBody: Record<string, any>,
req: Request
): Record<string, any> {
const totalTokens = (req.promptTokens ?? 0) + (req.outputTokens ?? 0);
return {
id: "aws-" + v4(),
object: "chat.completion",
created: Date.now(),
model: req.body.model,
usage: {
prompt_tokens: req.promptTokens,
completion_tokens: req.outputTokens,
total_tokens: totalTokens,
},
choices: [
{
message: {
role: "assistant",
content: awsBody.completion?.trim(),
},
finish_reason: awsBody.stop_reason,
index: 0,
},
],
};
}
const awsProxy = createQueueMiddleware({
beforeProxy: signAwsRequest,
proxyMiddleware: createProxyMiddleware({
target: "bad-target-will-be-rewritten",
router: ({ signedRequest }) => {
if (!signedRequest) throw new Error("Must sign request before proxying");
return `${signedRequest.protocol}//${signedRequest.hostname}`;
},
changeOrigin: true,
selfHandleResponse: true,
logger,
on: {
proxyReq: createOnProxyReqHandler({ pipeline: [finalizeSignedRequest] }),
proxyRes: createOnProxyResHandler([awsResponseHandler]),
error: handleProxyError,
},
}),
});
const nativeTextPreprocessor = createPreprocessorMiddleware(
{ inApi: "anthropic-text", outApi: "anthropic-text", service: "aws" },
{ afterTransform: [maybeReassignModel] }
);
const textToChatPreprocessor = createPreprocessorMiddleware(
{ inApi: "anthropic-text", outApi: "anthropic-chat", service: "aws" },
{ afterTransform: [maybeReassignModel] }
);
/**
* Routes text completion prompts to aws anthropic-chat if they need translation
* (claude-3 based models do not support the old text completion endpoint).
*/
const preprocessAwsTextRequest: RequestHandler = (req, res, next) => {
if (req.body.model?.includes("claude-3")) {
textToChatPreprocessor(req, res, next);
} else {
nativeTextPreprocessor(req, res, next);
}
};
const oaiToAwsTextPreprocessor = createPreprocessorMiddleware(
{ inApi: "openai", outApi: "anthropic-text", service: "aws" },
{ afterTransform: [maybeReassignModel] }
);
const oaiToAwsChatPreprocessor = createPreprocessorMiddleware(
{ inApi: "openai", outApi: "anthropic-chat", service: "aws" },
{ afterTransform: [maybeReassignModel] }
);
/**
* Routes an OpenAI prompt to either the legacy Claude text completion endpoint
* or the new Claude chat completion endpoint, based on the requested model.
*/
const preprocessOpenAICompatRequest: RequestHandler = (req, res, next) => {
if (req.body.model?.includes("claude-3")) {
oaiToAwsChatPreprocessor(req, res, next);
} else {
oaiToAwsTextPreprocessor(req, res, next);
}
};
const awsRouter = Router();
awsRouter.get("/v1/models", handleModelRequest);
// Native(ish) Anthropic text completion endpoint.
awsRouter.post("/v1/complete", ipLimiter, preprocessAwsTextRequest, awsProxy);
// Native Anthropic chat completion endpoint.
awsRouter.post(
"/v1/messages",
ipLimiter,
createPreprocessorMiddleware(
{ inApi: "anthropic-chat", outApi: "anthropic-chat", service: "aws" },
{ afterTransform: [maybeReassignModel] }
),
awsProxy
);
// Temporary force-Claude3 endpoint
awsRouter.post(
"/v1/sonnet/:action(complete|messages)",
ipLimiter,
handleCompatibilityRequest,
createPreprocessorMiddleware({
inApi: "anthropic-text",
outApi: "anthropic-chat",
service: "aws",
}),
awsProxy
);
// OpenAI-to-AWS Anthropic compatibility endpoint.
awsRouter.post(
"/v1/chat/completions",
ipLimiter,
preprocessOpenAICompatRequest,
awsProxy
);
/**
* Tries to deal with:
* - frontends sending AWS model names even when they want to use the OpenAI-
* compatible endpoint
* - frontends sending Anthropic model names that AWS doesn't recognize
* - frontends sending OpenAI model names because they expect the proxy to
* translate them
*
* If client sends AWS model ID it will be used verbatim. Otherwise, various
* strategies are used to try to map a non-AWS model name to AWS model ID.
*/
function maybeReassignModel(req: Request) {
const model = req.body.model;
// If it looks like an AWS model, use it as-is
if (model.includes("anthropic.claude")) {
return;
}
// Anthropic model names can look like:
// - claude-v1
// - claude-2.1
// - claude-3-5-sonnet-20240620-v1:0
const pattern =
/^(claude-)?(instant-)?(v)?(\d+)([.-](\d{1}))?(-\d+k)?(-sonnet-|-opus-|-haiku-)?(\d*)/i;
const match = model.match(pattern);
// If there's no match, fallback to Claude v2 as it is most likely to be
// available on AWS.
if (!match) {
req.body.model = `anthropic.claude-v2:${LATEST_AWS_V2_MINOR_VERSION}`;
return;
}
const [_, _cl, instant, _v, major, _sep, minor, _ctx, name, _rev] = match;
if (instant) {
req.body.model = "anthropic.claude-instant-v1";
return;
}
const ver = minor ? `${major}.${minor}` : major;
switch (ver) {
case "1":
case "1.0":
req.body.model = "anthropic.claude-v1";
return;
case "2":
case "2.0":
req.body.model = "anthropic.claude-v2";
return;
case "3":
case "3.0":
if (name.includes("opus")) {
req.body.model = "anthropic.claude-3-opus-20240229-v1:0";
} else if (name.includes("haiku")) {
req.body.model = "anthropic.claude-3-haiku-20240307-v1:0";
} else {
req.body.model = "anthropic.claude-3-sonnet-20240229-v1:0";
}
return;
case "3.5":
req.body.model = "anthropic.claude-3-5-sonnet-20240620-v1:0";
return;
}
// Fallback to Claude 2.1
req.body.model = `anthropic.claude-v2:${LATEST_AWS_V2_MINOR_VERSION}`;
return;
}
export function handleCompatibilityRequest(
req: Request,
res: Response,
next: any
) {
const action = req.params.action;
const alreadyInChatFormat = Boolean(req.body.messages);
const compatModel = "anthropic.claude-3-5-sonnet-20240620-v1:0";
req.log.info(
{ inputModel: req.body.model, compatModel, alreadyInChatFormat },
"Handling AWS compatibility request"
);
if (action === "messages" || alreadyInChatFormat) {
return sendErrorToClient({
req,
res,
options: {
title: "Unnecessary usage of compatibility endpoint",
message: `Your client seems to already support the new Claude API format. This endpoint is intended for clients that do not yet support the new format.\nUse the normal \`/aws/claude\` proxy endpoint instead.`,
format: "unknown",
statusCode: 400,
reqId: req.id,
obj: {
requested_endpoint: "/aws/claude/sonnet",
correct_endpoint: "/aws/claude",
},
},
});
}
req.body.model = compatModel;
next();
return res.json(modelsCache);
}
export const aws = awsRouter;
+24 -20
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@@ -1,44 +1,55 @@
import express, { Request, Response, NextFunction } from "express";
import { gatekeeper } from "./gatekeeper";
import { checkRisuToken } from "./check-risu-token";
import { openai } from "./openai";
import { openaiImage } from "./openai-image";
import express from "express";
import { addV1 } from "./add-v1";
import { anthropic } from "./anthropic";
import { aws } from "./aws";
import { azure } from "./azure";
import { checkRisuToken } from "./check-risu-token";
import { gatekeeper } from "./gatekeeper";
import { gcp } from "./gcp";
import { googleAI } from "./google-ai";
import { mistralAI } from "./mistral-ai";
import { aws } from "./aws";
import { gcp } from "./gcp";
import { azure } from "./azure";
import { openai } from "./openai";
import { openaiImage } from "./openai-image";
import { sendErrorToClient } from "./middleware/response/error-generator";
const proxyRouter = express.Router();
// Remove `expect: 100-continue` header from requests due to incompatibility
// with node-http-proxy.
proxyRouter.use((req, _res, next) => {
if (req.headers.expect) {
// node-http-proxy does not like it when clients send `expect: 100-continue`
// and will stall. none of the upstream APIs use this header anyway.
delete req.headers.expect;
}
next();
});
// Apply body parsers.
proxyRouter.use(
express.json({ limit: "100mb" }),
express.urlencoded({ extended: true, limit: "100mb" })
);
// Apply auth/rate limits.
proxyRouter.use(gatekeeper);
proxyRouter.use(checkRisuToken);
// Initialize request queue metadata.
proxyRouter.use((req, _res, next) => {
req.startTime = Date.now();
req.retryCount = 0;
next();
});
// Proxy endpoints.
proxyRouter.use("/openai", addV1, openai);
proxyRouter.use("/openai-image", addV1, openaiImage);
proxyRouter.use("/anthropic", addV1, anthropic);
proxyRouter.use("/google-ai", addV1, googleAI);
proxyRouter.use("/mistral-ai", addV1, mistralAI);
proxyRouter.use("/aws/claude", addV1, aws);
proxyRouter.use("/aws", aws);
proxyRouter.use("/gcp/claude", addV1, gcp);
proxyRouter.use("/azure/openai", addV1, azure);
// Redirect browser requests to the homepage.
proxyRouter.get("*", (req, res, next) => {
const isBrowser = req.headers["user-agent"]?.includes("Mozilla");
@@ -48,7 +59,8 @@ proxyRouter.get("*", (req, res, next) => {
next();
}
});
// Handle 404s.
// Send a fake client error if user specifies an invalid proxy endpoint.
proxyRouter.use((req, res) => {
sendErrorToClient({
req,
@@ -69,11 +81,3 @@ proxyRouter.use((req, res) => {
});
export { proxyRouter as proxyRouter };
function addV1(req: Request, res: Response, next: NextFunction) {
// Clients don't consistently use the /v1 prefix so we'll add it for them.
if (!req.path.startsWith("/v1/") && !req.path.startsWith("/v1beta/")) {
req.url = `/v1${req.url}`;
}
next();
}