diff --git a/README.md b/README.md index d5f2d9f..a77600e 100644 --- a/README.md +++ b/README.md @@ -14,6 +14,11 @@ Supported models - [x] Groq - [x] Cerebras - [x] Azure OpenAI +- [x] Cohere +- [x] Aliyun Bailian +- [ ] Ollama +- [ ] Cloudflare Workers AI +- [ ] Coze ## Deployment @@ -46,6 +51,11 @@ Environment variables - `AZURE_OPENAI_ENDPOINT`: Azure OpenAI Endpoint - `AZURE_API_VERSION`: Azure OpenAI API Version - `AZURE_DEPLOYMENT_MODELS`: Azure OpenAI Deployment Models, such as `gpt-4o-mini:gpt-4o-mini-dev,gpt-35-turbo:gpt-35-dev`, represent two models, `gpt-4o-mini` and `gpt-35-turbo`, corresponding to two deployments, `gpt-4o-mini-dev` and `gpt-35-dev` respectively. +- Cohere: Supports Cohere models, e.g. `command-r` + - `COHERE_API_KEY`: Cohere API Key +- Aliyun Bailian: Supports Aliyun Bailian models, e.g. `qwen-max` + - `ALIYUN_BAILIAN_API_KEY`: Aliyun Bailian API Key + - `ALIYUN_BAILIAN_MODELS`: Custom supported Aliyun Bailian models, e.g. `qwen-max,qwen-7b-chat`, default to `qwen-max` ## Usage diff --git a/README.zh-CN.md b/README.zh-CN.md index b33f406..dce181b 100644 --- a/README.zh-CN.md +++ b/README.zh-CN.md @@ -16,10 +16,10 @@ - [x] 零一万物 - [x] Cerebras - [x] Azure OpenAI -- [ ] Aliyun Bailian +- [x] Cohere +- [x] Aliyun Bailian - [ ] Ollama - [ ] Cloudflare Workers AI -- [ ] Cohere - [ ] Coze - [ ] 豆包 @@ -58,6 +58,11 @@ - `AZURE_OPENAI_ENDPOINT`: Azure OpenAI Endpoint - `AZURE_API_VERSION`: Azure OpenAI API Version - `AZURE_DEPLOYMENT_MODELS`: Azure OpenAI Deployment Models, 例如 `gpt-4o-mini:gpt-4o-mini-dev,gpt-35-turbo:gpt-35-dev`，表示 `gpt-4o-mini` 和 `gpt-35-turbo` 两个模型，分别对应 `gpt-4o-mini-dev` 和 `gpt-35-dev` 两个部署。 +- Cohere: 支持 Cohere 模型，例如 `command-r` + - `COHERE_API_KEY`: Cohere API Key +- Aliyun Bailian: 支持阿里云百炼模型，例如 `qwen-max` + - `ALIYUN_BAILIAN_API_KEY`: 阿里云百炼 API Key + - `ALIYUN_BAILIAN_MODELS`: 自定义支持的阿里云百炼模型列表，例如 `qwen-max,qwen-7b-chat`，默认为 `qwen-max` ## 使用 diff --git a/package.json b/package.json index 7245359..0fad5d7 100644 --- 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'@smithy/node-http-handler': 3.1.4 + '@smithy/types': 3.3.0 + '@smithy/util-base64': 3.0.0 + '@smithy/util-buffer-from': 3.0.0 + '@smithy/util-hex-encoding': 3.0.0 + '@smithy/util-utf8': 3.0.0 + tslib: 2.6.3 + + '@smithy/util-uri-escape@1.1.0': + dependencies: + tslib: 2.6.3 + + '@smithy/util-uri-escape@3.0.0': + dependencies: + tslib: 2.6.3 + + '@smithy/util-utf8@1.1.0': + dependencies: + '@smithy/util-buffer-from': 1.1.0 + tslib: 2.6.3 + + '@smithy/util-utf8@2.3.0': + dependencies: + '@smithy/util-buffer-from': 2.2.0 + tslib: 2.6.3 + + '@smithy/util-utf8@3.0.0': + dependencies: + '@smithy/util-buffer-from': 3.0.0 + tslib: 2.6.3 + + '@smithy/util-waiter@3.1.2': + dependencies: + '@smithy/abort-controller': 3.1.1 + '@smithy/types': 3.3.0 + tslib: 2.6.3 + '@types/argparse@1.0.38': {} '@types/estree@1.0.5': {} @@ -2532,6 +3791,8 @@ snapshots: blake3-wasm@2.1.5: {} + bowser@2.11.0: {} + brace-expansion@1.1.11: dependencies: balanced-match: 1.0.2 @@ -2547,8 +3808,21 @@ snapshots: buffer-equal-constant-time@1.0.1: {} + buffer@6.0.3: + dependencies: + base64-js: 1.5.1 + ieee754: 1.2.1 + cac@6.7.14: {} + call-bind@1.0.7: + dependencies: + es-define-property: 1.0.0 + es-errors: 1.3.0 + function-bind: 1.1.2 + get-intrinsic: 1.2.4 + set-function-length: 1.2.2 + camelcase@6.3.0: {} capnp-ts@0.7.0: @@ -2580,6 +3854,25 @@ snapshots: optionalDependencies: fsevents: 2.3.3 + cohere-ai@7.13.0(@aws-sdk/client-sso-oidc@3.637.0(@aws-sdk/client-sts@3.637.0)): + dependencies: + '@aws-sdk/client-sagemaker': 3.637.0 + '@aws-sdk/credential-providers': 3.637.0(@aws-sdk/client-sso-oidc@3.637.0(@aws-sdk/client-sts@3.637.0)) + '@aws-sdk/protocol-http': 3.374.0 + '@aws-sdk/signature-v4': 3.374.0 + form-data: 4.0.0 + form-data-encoder: 4.0.2 + formdata-node: 6.0.3 + js-base64: 3.7.2 + node-fetch: 2.7.0 + qs: 6.11.2 + readable-stream: 4.5.2 + url-join: 4.0.1 + transitivePeerDependencies: + - '@aws-sdk/client-sso-oidc' + - aws-crt + - encoding + combined-stream@1.0.8: dependencies: delayed-stream: 1.0.0 @@ -2617,6 +3910,12 @@ snapshots: deep-eql@5.0.2: {} + define-data-property@1.1.4: + dependencies: + es-define-property: 1.0.0 + es-errors: 1.3.0 + gopd: 1.0.1 + define-lazy-prop@2.0.0: {} defu@6.1.4: {} @@ -2629,6 +3928,12 @@ snapshots: entities@4.5.0: {} + es-define-property@1.0.0: + dependencies: + get-intrinsic: 1.2.4 + + es-errors@1.3.0: {} + esbuild@0.17.19: optionalDependencies: '@esbuild/android-arm': 0.17.19 @@ -2726,6 +4031,8 @@ snapshots: form-data-encoder@1.7.2: {} + form-data-encoder@4.0.2: {} + form-data@4.0.0: dependencies: asynckit: 0.4.0 @@ -2737,6 +4044,8 @@ snapshots: node-domexception: 1.0.0 web-streams-polyfill: 4.0.0-beta.3 + formdata-node@6.0.3: {} + fs-extra@7.0.1: dependencies: graceful-fs: 4.2.11 @@ -2769,6 +4078,14 @@ snapshots: get-func-name@2.0.2: {} + get-intrinsic@1.2.4: + dependencies: + es-errors: 1.3.0 + function-bind: 1.1.2 + has-proto: 1.0.3 + has-symbols: 1.0.3 + hasown: 2.0.2 + get-source@2.0.12: dependencies: data-uri-to-buffer: 2.0.2 @@ -2794,6 +4111,10 @@ snapshots: - encoding - supports-color + gopd@1.0.1: + dependencies: + get-intrinsic: 1.2.4 + graceful-fs@4.2.11: {} gtoken@7.1.0: @@ -2806,6 +4127,14 @@ snapshots: has-flag@4.0.0: {} + has-property-descriptors@1.0.2: + dependencies: + es-define-property: 1.0.0 + + has-proto@1.0.3: {} + + has-symbols@1.0.3: {} + hasown@2.0.2: dependencies: function-bind: 1.1.2 @@ -2834,6 +4163,8 @@ snapshots: dependencies: ms: 2.1.2 + ieee754@1.2.1: {} + import-lazy@4.0.0: {} is-binary-path@2.1.0: @@ -2868,6 +4199,8 @@ snapshots: jose@5.7.0: {} + js-base64@3.7.2: {} + js-tiktoken@1.0.14: dependencies: base64-js: 1.5.1 @@ -3034,6 +4367,8 @@ snapshots: dependencies: path-key: 4.0.0 + object-inspect@1.13.2: {} + onetime@6.0.0: dependencies: mimic-fn: 4.0.0 @@ -3100,8 +4435,22 @@ snapshots: printable-characters@1.0.42: {} + process@0.11.10: {} + punycode@2.3.1: {} + qs@6.11.2: + dependencies: + side-channel: 1.0.6 + + readable-stream@4.5.2: + dependencies: + abort-controller: 3.0.0 + buffer: 6.0.3 + events: 3.3.0 + process: 0.11.10 + string_decoder: 1.3.0 + readdirp@3.6.0: dependencies: picomatch: 2.3.1 @@ -3180,12 +4529,28 @@ snapshots: dependencies: type-fest: 2.19.0 + set-function-length@1.2.2: + dependencies: + define-data-property: 1.1.4 + es-errors: 1.3.0 + function-bind: 1.1.2 + get-intrinsic: 1.2.4 + gopd: 1.0.1 + has-property-descriptors: 1.0.2 + shebang-command@2.0.0: dependencies: shebang-regex: 3.0.0 shebang-regex@3.0.0: {} + side-channel@1.0.6: + dependencies: + call-bind: 1.0.7 + es-errors: 1.3.0 + get-intrinsic: 1.2.4 + object-inspect: 1.13.2 + siginfo@2.0.0: {} signal-exit@4.1.0: {} @@ -3211,6 +4576,10 @@ snapshots: string-argv@0.3.2: {} + string_decoder@1.3.0: + dependencies: + safe-buffer: 5.2.1 + strip-final-newline@3.0.0: {} strip-json-comments@3.1.1: {} @@ -3239,6 +4608,8 @@ snapshots: tr46@0.0.3: {} + tslib@1.14.1: {} + tslib@2.6.3: {} type-fest@2.19.0: {} @@ -3272,6 +4643,8 @@ snapshots: dependencies: punycode: 2.3.1 + url-join@4.0.1: {} + uuid@10.0.0: {} uuid@8.3.2: {} diff --git a/src/index.ts b/src/index.ts index 8170b93..77cc990 100644 --- a/src/index.ts +++ b/src/index.ts @@ -3,7 +3,6 @@ import { streamSSE } from 'hono/streaming' import { openai } from './llm/openai' import { anthropic, anthropicVertex } from './llm/anthropic' import OpenAI from 'openai' -import { uniq, uniqBy } from 'lodash-es' import { google } from './llm/google' import { deepseek } from './llm/deepseek' import { serializeError } from 'serialize-error' @@ -13,6 +12,8 @@ import { moonshot } from './llm/moonshot' import { lingyiwanwu } from './llm/lingyiwanwu' import { groq } from './llm/groq' import { auzreOpenAI } from './llm/azure' +import { bailian } from './llm/bailian' +import { cohere } from './llm/cohere' interface Bindings { API_KEY: string @@ -30,6 +31,8 @@ function getModels(env: Record) { lingyiwanwu(env), groq(env), auzreOpenAI(env), + cohere(env), + bailian(env), ].filter((it) => it.requiredEnv.every((it) => it in env)) } diff --git a/src/llm/__tests__/cohere.test.ts b/src/llm/__tests__/cohere.test.ts new file mode 100644 index 0000000..1dd4260 --- /dev/null +++ b/src/llm/__tests__/cohere.test.ts @@ -0,0 +1,41 @@ +import { beforeEach, it, expect } from 'vitest' +import { IChat } from '../base' +import { cohere } from '../cohere' +import OpenAI from 'openai' +import { last } from 'lodash-es' + +let client: IChat +beforeEach(() => { + client = cohere({ + COHERE_API_KEY: import.meta.env.VITE_COHERE_API_KEY, + }) +}) +it('invoke', async () => { + const res = await client.invoke({ + model: 'command-r-plus', + messages: [{ role: 'user', content: '你是？' }], + temperature: 0, + }) + console.log('converted: ', res) + expect(res.choices[0].message.content).not.undefined +}) + +it('stream', async () => { + const stream = client.stream( + { + model: 'command-r-plus', + messages: [{ role: 'user', content: '你是？' }], + temperature: 0, + stream: true, + }, + new AbortController().signal, + ) + const chunks: OpenAI.ChatCompletionChunk[] = [] + for await (const chunk of stream) { + chunks.push(chunk) + } + expect(chunks).not.empty + const content = chunks.map((it) => it.choices[0]?.delta.content).join('') + expect(content).not.empty + expect(last(chunks)!.usage).not.undefined +}) diff --git a/src/llm/base.ts b/src/llm/base.ts index 49d02a3..5718807 100644 --- a/src/llm/base.ts +++ b/src/llm/base.ts @@ -15,3 +15,7 @@ export interface IChat { signal: AbortSignal, ): AsyncGenerator } + +export interface ChatEnv { + [key: string]: string | undefined +} \ No newline at end of file diff --git a/src/llm/cohere.ts b/src/llm/cohere.ts new file mode 100644 index 0000000..7fdd956 --- /dev/null +++ b/src/llm/cohere.ts @@ -0,0 +1,184 @@ +import { last } from 'lodash-es' +import { ChatEnv, IChat } from './base' +import { Cohere, CohereClient } from 'cohere-ai' +import OpenAI from 'openai' + +function roleOpenaiToCohere( + role: OpenAI.Chat.Completions.ChatCompletionMessageParam['role'], +): Cohere.Message['role'] { + switch (role) { + case 'user': + return 'USER' + case 'assistant': + return 'CHATBOT' + case 'system': + return 'SYSTEM' + case 'tool': + return 'TOOL' + case 'function': + default: + throw new Error(`Unsupported role: ${role}`) + } +} + +function finishReasonCohereToOpenAI( + reason: Cohere.NonStreamedChatResponse['finishReason'], +): OpenAI.ChatCompletion['choices'][number]['finish_reason'] { + switch (reason) { + case 'COMPLETE': + return 'stop' + case 'ERROR_LIMIT': + return 'stop' + case 'STOP_SEQUENCE': + return 'stop' + case 'USER_CANCEL': + return 'stop' + case 'MAX_TOKENS': + return 'length' + case 'ERROR_TOXIC': + return 'content_filter' + case 'ERROR': + default: + return 'stop' + } +} + +export function cohere(env: ChatEnv): IChat { + const createClient = () => + new CohereClient({ + token: env.COHERE_API_KEY, + }) + + function parseRequest( + req: OpenAI.ChatCompletionCreateParams, + ): Cohere.ChatRequest { + return { + model: req.model, + chatHistory: req.messages.slice(0, -1).map( + (it) => + ({ + role: roleOpenaiToCohere(it.role), + message: it.content as string, + } satisfies Cohere.Message), + ), + message: last(req.messages)?.content as string, + temperature: req.temperature!, + maxTokens: req.max_tokens!, + } + } + + function parseResponse( + resp: Cohere.NonStreamedChatResponse, + req: OpenAI.ChatCompletionCreateParams, + ): OpenAI.ChatCompletion { + return { + id: resp.generationId ?? 'chatcmpl-' + crypto.randomUUID(), + object: 'chat.completion', + created: Math.floor(Date.now() / 1000), + model: req.model, + choices: [ + { + message: { + role: 'assistant', + content: resp.text, + refusal: null, + }, + finish_reason: finishReasonCohereToOpenAI(resp.finishReason), + index: 0, + logprobs: null, + }, + ], + usage: + resp.meta?.billedUnits?.inputTokens && + resp.meta?.billedUnits?.outputTokens + ? { + prompt_tokens: resp.meta.billedUnits.inputTokens, + completion_tokens: resp.meta.billedUnits.outputTokens, + total_tokens: + resp.meta.billedUnits.inputTokens + + resp.meta.billedUnits.outputTokens, + } + : undefined, + } + } + + return { + name: 'cohere', + supportModels: [ + 'command-r', + 'command-r-plus', + 'command-nightly', + 'command-light-nightly', + 'command', + 'command-r-08-2024', + 'command-r-plus-08-2024', + 'command-light', + ], + requiredEnv: ['COHERE_API_KEY'], + async invoke(req) { + const client = createClient() + const resp = await client.chat(parseRequest(req)) + return parseResponse(resp, req) + }, + async *stream(req, signal) { + const client = createClient() + const stream = await client.chatStream(parseRequest(req), { + abortSignal: signal, + }) + let id: string = 'chatcmpl-' + crypto.randomUUID() + const fileds = () => + ({ + id: id, + model: req.model, + object: 'chat.completion.chunk', + created: Math.floor(Date.now() / 1000), + } as const) + for await (const chunk of stream) { + if (chunk.eventType === 'stream-start') { + id = chunk.generationId + yield { + ...fileds(), + choices: [ + { delta: { content: '' }, index: 0, finish_reason: null }, + ], + } satisfies OpenAI.ChatCompletionChunk + } else if (chunk.eventType === 'text-generation') { + yield { + ...fileds(), + choices: [ + { + delta: { content: chunk.text }, + index: 0, + finish_reason: null, + }, + ], + } satisfies OpenAI.ChatCompletionChunk + } else if (chunk.eventType === 'stream-end') { + if ( + !chunk.response.meta?.billedUnits?.inputTokens || + !chunk.response.meta?.billedUnits?.outputTokens + ) { + throw new Error('Billed units not found') + } + yield { + ...fileds(), + choices: [ + { + delta: { content: '' }, + index: 0, + finish_reason: finishReasonCohereToOpenAI(chunk.finishReason), + }, + ], + usage: { + prompt_tokens: chunk.response.meta.billedUnits.inputTokens, + completion_tokens: chunk.response.meta.billedUnits.outputTokens, + total_tokens: + chunk.response.meta.billedUnits.inputTokens + + chunk.response.meta.billedUnits.outputTokens, + }, + } satisfies OpenAI.ChatCompletionChunk + } + } + }, + } +}