From f438bd5a2503ceceeb77ec1b28c1ecc19d5a8370 Mon Sep 17 00:00:00 2001 From: platform-endpoints Date: Fri, 22 Nov 2024 16:25:56 +0000 Subject: [PATCH 01/10] Add spec changes Co-authored-by: billytrend-cohere <144115527+billytrend-cohere@users.noreply.github.com> --- cohere-openapi.yaml | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/cohere-openapi.yaml b/cohere-openapi.yaml index fb3a66e1..5970f2f0 100644 --- a/cohere-openapi.yaml +++ b/cohere-openapi.yaml @@ -5914,6 +5914,7 @@ paths: - $ref: "#/components/schemas/ChatToolCallDeltaEvent" - $ref: "#/components/schemas/ChatToolCallEndEvent" - $ref: "#/components/schemas/ChatMessageEndEvent" + - $ref: "#/components/schemas/ChatDebugEvent" discriminator: propertyName: type mapping: @@ -5928,6 +5929,7 @@ paths: citation-start: "#/components/schemas/CitationStartEvent" citation-end: "#/components/schemas/CitationEndEvent" message-end: "#/components/schemas/ChatMessageEndEvent" + debug: "#/components/schemas/ChatDebugEvent" description: | Generates a text response to a user message and streams it down, token by token. To learn how to use the Chat API with streaming follow our [Text Generation guides](https://docs.cohere.com/v2/docs/chat-api). @@ -23122,6 +23124,7 @@ components: - $ref: "#/components/schemas/ChatToolCallDeltaEvent" - $ref: "#/components/schemas/ChatToolCallEndEvent" - $ref: "#/components/schemas/ChatMessageEndEvent" + - $ref: "#/components/schemas/ChatDebugEvent" discriminator: propertyName: type mapping: @@ -23136,6 +23139,7 @@ components: citation-start: "#/components/schemas/CitationStartEvent" citation-end: "#/components/schemas/CitationEndEvent" message-end: "#/components/schemas/ChatMessageEndEvent" + debug: "#/components/schemas/ChatDebugEvent" SingleGeneration: type: object properties: From 605495207b0fe58dbac8d91719d60610b8c89751 Mon Sep 17 00:00:00 2001 From: Meor Amer <92068895+mrmer1@users.noreply.github.com> Date: Sat, 23 Nov 2024 00:58:03 +0800 Subject: [PATCH 02/10] update note on cloud deployments for v2 API (#263) --- .../v2/deployment-options/cohere-on-aws/amazon-bedrock.mdx | 4 ++-- .../cohere-on-aws/amazon-sagemaker-setup-guide.mdx | 4 ++-- .../pages/v2/deployment-options/cohere-on-microsoft-azure.mdx | 4 ++-- fern/pages/v2/deployment-options/cohere-works-everywhere.mdx | 4 ++-- fern/v2.yml | 2 +- 5 files changed, 9 insertions(+), 9 deletions(-) diff --git a/fern/pages/v2/deployment-options/cohere-on-aws/amazon-bedrock.mdx b/fern/pages/v2/deployment-options/cohere-on-aws/amazon-bedrock.mdx index 2afe5eee..204f688a 100644 --- a/fern/pages/v2/deployment-options/cohere-on-aws/amazon-bedrock.mdx +++ b/fern/pages/v2/deployment-options/cohere-on-aws/amazon-bedrock.mdx @@ -9,9 +9,9 @@ keywords: 'Cohere on AWS, language models on AWS, Amazon Bedrock, Amazon SageMak createdAt: 'Thu Feb 01 2024 18:08:37 GMT+0000 (Coordinated Universal Time)' updatedAt: 'Thu May 30 2024 16:00:53 GMT+0000 (Coordinated Universal Time)' --- - + The code examples in this section use the Cohere v1 API. The v2 API is not yet supported for cloud deployments and will be coming soon. - + In an effort to make our language-model capabilities more widely available, we've partnered with a few major platforms to create hosted versions of our offerings. Here, you'll learn how to use Amazon Bedrock to deploy both the Cohere Command and the Cohere Embed models on the AWS cloud computing platform. The following models are available on Bedrock: diff --git a/fern/pages/v2/deployment-options/cohere-on-aws/amazon-sagemaker-setup-guide.mdx b/fern/pages/v2/deployment-options/cohere-on-aws/amazon-sagemaker-setup-guide.mdx index 43e775d4..fdbf9ec1 100644 --- a/fern/pages/v2/deployment-options/cohere-on-aws/amazon-sagemaker-setup-guide.mdx +++ b/fern/pages/v2/deployment-options/cohere-on-aws/amazon-sagemaker-setup-guide.mdx @@ -10,9 +10,9 @@ keywords: "Amazon SageMaker, Generative AI on AWS" createdAt: "Wed Jun 28 2023 14:29:11 GMT+0000 (Coordinated Universal Time)" updatedAt: "Thu May 30 2024 16:01:40 GMT+0000 (Coordinated Universal Time)" --- - + The code examples in this section use the Cohere v1 API. The v2 API is not yet supported for cloud deployments and will be coming soon. - + In an effort to make our language-model capabilities more widely available, we've partnered with a few major platforms to create hosted versions of our offerings. This document will guide you through enabling development teams to access [Cohere’s offerings on Amazon SageMaker](https://aws.amazon.com/marketplace/seller-profile?id=87af0c85-6cf9-4ed8-bee0-b40ce65167e0). diff --git a/fern/pages/v2/deployment-options/cohere-on-microsoft-azure.mdx b/fern/pages/v2/deployment-options/cohere-on-microsoft-azure.mdx index 3e048a44..7ae6d561 100644 --- a/fern/pages/v2/deployment-options/cohere-on-microsoft-azure.mdx +++ b/fern/pages/v2/deployment-options/cohere-on-microsoft-azure.mdx @@ -11,9 +11,9 @@ keywords: "generative AI, large language models, Microsoft Azure" createdAt: "Mon Apr 08 2024 14:53:59 GMT+0000 (Coordinated Universal Time)" updatedAt: "Wed May 01 2024 16:11:36 GMT+0000 (Coordinated Universal Time)" --- - + The code examples in this section use the Cohere v1 API. The v2 API is not yet supported for cloud deployments and will be coming soon. - + In an effort to make our language-model capabilities more widely available, we've partnered with a few major platforms to create hosted versions of our offerings. diff --git a/fern/pages/v2/deployment-options/cohere-works-everywhere.mdx b/fern/pages/v2/deployment-options/cohere-works-everywhere.mdx index fd441401..f4b6f539 100644 --- a/fern/pages/v2/deployment-options/cohere-works-everywhere.mdx +++ b/fern/pages/v2/deployment-options/cohere-works-everywhere.mdx @@ -12,9 +12,9 @@ createdAt: "Thu Jun 06 2024 10:53:49 GMT+0000 (Coordinated Universal Time)" updatedAt: "Tue Jun 18 2024 16:38:28 GMT+0000 (Coordinated Universal Time)" --- - + The code examples in this section use the Cohere v1 API. The v2 API is not yet supported for cloud deployments and will be coming soon. - + To maximize convenience in building on and switching between Cohere-supported environments, we have developed SDKs that seamlessly support whichever backend you choose. This allows you to start developing your project with one backend while maintaining the flexibility to switch, should the need arise. diff --git a/fern/v2.yml b/fern/v2.yml index e75a7575..4d487392 100644 --- a/fern/v2.yml +++ b/fern/v2.yml @@ -235,7 +235,7 @@ navigation: - page: Amazon Bedrock path: pages/v2/deployment-options/cohere-on-aws/amazon-bedrock.mdx - section: Amazon SageMaker - path: pages/deployment-options/cohere-on-aws/amazon-sagemaker-setup-guide.mdx + path: pages/v2/deployment-options/cohere-on-aws/amazon-sagemaker-setup-guide.mdx contents: - page: Deploy Your Own Finetuned Command-R-0824 Model from AWS Marketplace path: pages/deployment-options/cohere-on-aws/amazon-sagemaker-setup-guide/byo-finetuning-sm.mdx From 8c2e71a121be5cb9739823288afc1c6beda3afd2 Mon Sep 17 00:00:00 2001 From: platform-endpoints Date: Fri, 22 Nov 2024 23:25:13 +0000 Subject: [PATCH 03/10] Add spec changes Co-authored-by: Michael --- cohere-openapi.yaml | 166 ++++++------------ snippets/snippets/curl/rerank-v2-post.sh | 2 +- .../java/app/src/main/java/RerankV2Post.java | 47 ++--- .../main/java/embedpost/EmbedImagePost.java | 4 +- .../main/java/embedv2post/EmbedImagePost.java | 15 +- .../src/main/java/embedv2post/EmbedPost.java | 3 +- snippets/snippets/node/rerank-v2-post.ts | 18 +- .../snippets/python-async/rerank-v2-post.py | 2 +- snippets/snippets/python/rerank-v2-post.py | 2 +- .../snippets/requests/rerank-v2-post.yaml | 10 +- .../snippets/responses/rerank-v2-post.yaml | 4 +- 11 files changed, 85 insertions(+), 188 deletions(-) diff --git a/cohere-openapi.yaml b/cohere-openapi.yaml index 5970f2f0..eacfc1a5 100644 --- a/cohere-openapi.yaml +++ b/cohere-openapi.yaml @@ -8211,9 +8211,7 @@ paths: public static void main(String[] args) { Cohere cohere = Cohere.builder().clientName("snippet").build(); - URL url = - URI.toUrl( - "https://cohere.com/favicon-32x32.png"); + URL url = URI.toUrl("https://cohere.com/favicon-32x32.png"); HttpURLConnection connection = (HttpURLConnection) url.openConnection(); connection.connect(); @@ -11770,6 +11768,16 @@ paths: package embedv2post; /* (C)2024 */ + import com.cohere.api.Cohere; + + import com.cohere.api.resources.v2.requests.V2EmbedRequest; + + import com.cohere.api.types.EmbedByTypeResponse; + + import com.cohere.api.types.EmbedInputType; + + import com.cohere.api.types.EmbeddingType; + import java.io.InputStream; import java.net.HttpURLConnection; @@ -11783,24 +11791,11 @@ paths: import java.util.List; - import com.cohere.api.Cohere; - - import com.cohere.api.resources.v2.requests.V2EmbedRequest; - - import com.cohere.api.types.EmbedByTypeResponse; - - import com.cohere.api.types.EmbedInputType; - - import com.cohere.api.types.EmbeddingType; - - public class EmbedImagePost { public static void main(String[] args) { Cohere cohere = Cohere.builder().clientName("snippet").build(); - URL url = - URI.toUrl( - "https://cohere.com/favicon-32x32.png"); + URL url = URI.toUrl("https://cohere.com/favicon-32x32.png"); HttpURLConnection connection = (HttpURLConnection) url.openConnection(); connection.connect(); @@ -12978,9 +12973,6 @@ paths: package embedv2post; /* (C)2024 */ - import java.util.List; - - import com.cohere.api.Cohere; import com.cohere.api.resources.v2.requests.V2EmbedRequest; @@ -12989,6 +12981,8 @@ paths: import com.cohere.api.types.EmbedInputType; + import java.util.List; + public class EmbedPost { public static void main(String[] args) { @@ -16312,20 +16306,6 @@ paths: x-fern-audiences: - public properties: - document: - type: object - x-fern-audiences: - - public - description: If `return_documents` is set as `false` this will return none, if - `true` it will return the documents passed in - properties: - text: - type: string - x-fern-audiences: - - public - description: The text of the document to rerank - required: - - text index: type: integer x-fern-audiences: @@ -16393,7 +16373,8 @@ paths: x-fern-audiences: - public description: |- - The identifier of the model to use. + The identifier of the model to use. + Supported models: - `rerank-english-v3.0` - `rerank-multilingual-v3.0` @@ -16413,11 +16394,10 @@ paths: For optimal performance we recommend against sending more than 1,000 documents in a single request. **Note**: long documents will automatically be truncated to the value of `max_tokens_per_doc`. + **Note**: structured data should be formatted as YAML strings for best performance. items: - oneOf: - - type: string - - $ref: "#/components/schemas/RerankDocument" + type: string top_n: type: integer x-fern-audiences: @@ -16426,14 +16406,6 @@ paths: description: Limits the returned number of rerank results to the specified value. If not passed, all the rerank results will be returned. - return_documents: - type: boolean - x-fern-audiences: - - public - default: false - description: |- - - If false, returns results without the doc text - the api will return a list of {index, relevance score} where index is inferred from the list passed into the request. - - If true, returns results with the doc text passed in - the api will return an ordered list of {index, text, relevance score} where index + text refers to the list passed into the request. max_tokens_per_doc: type: integer x-fern-audiences: @@ -16461,19 +16433,11 @@ paths: (async () => { const rerank = await cohere.v2.rerank({ documents: [ - { text: 'Carson City is the capital city of the American state of Nevada.' }, - { - text: 'The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.', - }, - { - text: 'Capitalization or capitalisation in English grammar is the use of a capital letter at the start of a word. English usage varies from capitalization in other languages.', - }, - { - text: 'Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district.', - }, - { - text: 'Capital punishment (the death penalty) has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states.', - }, + 'Carson City is the capital city of the American state of Nevada.', + 'The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.', + 'Capitalization or capitalisation in English grammar is the use of a capital letter at the start of a word. English usage varies from capitalization in other languages.', + 'Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district.', + 'Capital punishment has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states.', ], query: 'What is the capital of the United States?', topN: 3, @@ -16496,7 +16460,7 @@ paths: "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.", "Capitalization or capitalisation in English grammar is the use of a capital letter at the start of a word. English usage varies from capitalization in other languages.", "Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district.", - "Capital punishment (the death penalty) has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states.", + "Capital punishment has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states.", ] @@ -16524,7 +16488,7 @@ paths: "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.", "Capitalization or capitalisation in English grammar is the use of a capital letter at the start of a word. English usage varies from capitalization in other languages.", "Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district.", - "Capital punishment (the death penalty) has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states.", + "Capital punishment has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states.", ] @@ -16549,9 +16513,6 @@ paths: import com.cohere.api.resources.v2.requests.V2RerankRequest; - import - com.cohere.api.resources.v2.types.V2RerankRequestDocumentsItem; - import com.cohere.api.resources.v2.types.V2RerankResponse; import java.util.List; @@ -16570,40 +16531,18 @@ paths: .query("What is the capital of the United States?") .documents( List.of( - V2RerankRequestDocumentsItem.of( - "Carson City is the capital city of" - + " the American state of" - + " Nevada."), - V2RerankRequestDocumentsItem.of( - "The Commonwealth of the Northern" - + " Mariana Islands is a group" - + " of islands in the Pacific" - + " Ocean. Its capital is" - + " Saipan."), - V2RerankRequestDocumentsItem.of( - "Capitalization or capitalisation" - + " in English grammar is the" - + " use of a capital letter at" - + " the start of a word." - + " English usage varies from" - + " capitalization in other" - + " languages."), - V2RerankRequestDocumentsItem.of( - "Washington, D.C. (also known as" - + " simply Washington or D.C.," - + " and officially as the" - + " District of Columbia) is" - + " the capital of the United" - + " States. It is a federal" - + " district."), - V2RerankRequestDocumentsItem.of( - "Capital punishment (the death" - + " penalty) has existed in the" - + " United States since" - + " beforethe United States was" - + " a country. As of 2017," - + " capital punishment is legal" - + " in 30 of the 50 states."))) + "Carson City is the capital city of the American state of Nevada.", + "The Commonwealth of the Northern Mariana Islands is a group of islands" + + " in the Pacific Ocean. Its capital is Saipan.", + "Capitalization or capitalisation in English grammar is the use of a" + + " capital letter at the start of a word. English usage varies" + + " from capitalization in other languages.", + "Washington, D.C. (also known as simply Washington or D.C., and" + + " officially as the District of Columbia) is the capital of the" + + " United States. It is a federal district.", + "Capital punishment has existed in the United States since before the" + + " United States was a country. As of 2017, capital punishment is" + + " legal in 30 of the 50 states.")) .topN(3) .build()); @@ -16626,22 +16565,22 @@ paths: "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.", "Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district.", "Capitalization or capitalisation in English grammar is the use of a capital letter at the start of a word. English usage varies from capitalization in other languages.", - "Capital punishment (the death penalty) has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states."] + "Capital punishment has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states."] }' request: documents: - - text: Carson City is the capital city of the American state of Nevada. - - text: The Commonwealth of the Northern Mariana Islands is a group of islands in - the Pacific Ocean. Its capital is Saipan. - - text: Capitalization or capitalisation in English grammar is the use of a - capital letter at the start of a word. English usage varies - from capitalization in other languages. - - text: Washington, D.C. (also known as simply Washington or D.C., and officially - as the District of Columbia) is the capital of the United - States. It is a federal district. - - text: Capital punishment (the death penalty) has existed in the United States - since beforethe United States was a country. As of 2017, - capital punishment is legal in 30 of the 50 states. + - Carson City is the capital city of the American state of Nevada. + - The Commonwealth of the Northern Mariana Islands is a group of + islands in the Pacific Ocean. Its capital is Saipan. + - Capitalization or capitalisation in English grammar is the use + of a capital letter at the start of a word. English usage varies + from capitalization in other languages. + - Washington, D.C. (also known as simply Washington or D.C., and + officially as the District of Columbia) is the capital of the + United States. It is a federal district. + - Capital punishment (the death penalty) has existed in the United + States since beforethe United States was a country. As of 2017, + capital punishment is legal in 30 of the 50 states. query: What is the capital of the United States? top_n: 3 model: rerank-english-v3.0 @@ -16658,10 +16597,7 @@ paths: meta: api_version: version: '2' - is_experimental: true - warnings: - - You are using an experimental version, for more information - please refer to https://docs.cohere.com/versioning-reference + is_experimental: false billed_units: search_units: 1 /v1/classify: diff --git a/snippets/snippets/curl/rerank-v2-post.sh b/snippets/snippets/curl/rerank-v2-post.sh index 7b5fb3ac..c1810cb1 100644 --- a/snippets/snippets/curl/rerank-v2-post.sh +++ b/snippets/snippets/curl/rerank-v2-post.sh @@ -11,5 +11,5 @@ curl --request POST \ "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.", "Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district.", "Capitalization or capitalisation in English grammar is the use of a capital letter at the start of a word. English usage varies from capitalization in other languages.", - "Capital punishment (the death penalty) has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states."] + "Capital punishment has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states."] }' \ No newline at end of file diff --git a/snippets/snippets/java/app/src/main/java/RerankV2Post.java b/snippets/snippets/java/app/src/main/java/RerankV2Post.java index 2082d7ca..8252d106 100644 --- a/snippets/snippets/java/app/src/main/java/RerankV2Post.java +++ b/snippets/snippets/java/app/src/main/java/RerankV2Post.java @@ -1,7 +1,6 @@ /* (C)2024 */ import com.cohere.api.Cohere; import com.cohere.api.resources.v2.requests.V2RerankRequest; -import com.cohere.api.resources.v2.types.V2RerankRequestDocumentsItem; import com.cohere.api.resources.v2.types.V2RerankResponse; import java.util.List; @@ -18,40 +17,18 @@ public static void main(String[] args) { .query("What is the capital of the United States?") .documents( List.of( - V2RerankRequestDocumentsItem.of( - "Carson City is the capital city of" - + " the American state of" - + " Nevada."), - V2RerankRequestDocumentsItem.of( - "The Commonwealth of the Northern" - + " Mariana Islands is a group" - + " of islands in the Pacific" - + " Ocean. Its capital is" - + " Saipan."), - V2RerankRequestDocumentsItem.of( - "Capitalization or capitalisation" - + " in English grammar is the" - + " use of a capital letter at" - + " the start of a word." - + " English usage varies from" - + " capitalization in other" - + " languages."), - V2RerankRequestDocumentsItem.of( - "Washington, D.C. (also known as" - + " simply Washington or D.C.," - + " and officially as the" - + " District of Columbia) is" - + " the capital of the United" - + " States. It is a federal" - + " district."), - V2RerankRequestDocumentsItem.of( - "Capital punishment (the death" - + " penalty) has existed in the" - + " United States since" - + " beforethe United States was" - + " a country. As of 2017," - + " capital punishment is legal" - + " in 30 of the 50 states."))) + "Carson City is the capital city of the American state of Nevada.", + "The Commonwealth of the Northern Mariana Islands is a group of islands" + + " in the Pacific Ocean. Its capital is Saipan.", + "Capitalization or capitalisation in English grammar is the use of a" + + " capital letter at the start of a word. English usage varies" + + " from capitalization in other languages.", + "Washington, D.C. (also known as simply Washington or D.C., and" + + " officially as the District of Columbia) is the capital of the" + + " United States. It is a federal district.", + "Capital punishment has existed in the United States since before the" + + " United States was a country. As of 2017, capital punishment is" + + " legal in 30 of the 50 states.")) .topN(3) .build()); diff --git a/snippets/snippets/java/app/src/main/java/embedpost/EmbedImagePost.java b/snippets/snippets/java/app/src/main/java/embedpost/EmbedImagePost.java index afb98c54..f9cfa460 100644 --- a/snippets/snippets/java/app/src/main/java/embedpost/EmbedImagePost.java +++ b/snippets/snippets/java/app/src/main/java/embedpost/EmbedImagePost.java @@ -16,9 +16,7 @@ public class EmbedImagePost { public static void main(String[] args) { Cohere cohere = Cohere.builder().clientName("snippet").build(); - URL url = - URI.toUrl( - "https://cohere.com/favicon-32x32.png"); + URL url = URI.toUrl("https://cohere.com/favicon-32x32.png"); HttpURLConnection connection = (HttpURLConnection) url.openConnection(); connection.connect(); diff --git a/snippets/snippets/java/app/src/main/java/embedv2post/EmbedImagePost.java b/snippets/snippets/java/app/src/main/java/embedv2post/EmbedImagePost.java index 652c1d6a..5eb946d5 100644 --- a/snippets/snippets/java/app/src/main/java/embedv2post/EmbedImagePost.java +++ b/snippets/snippets/java/app/src/main/java/embedv2post/EmbedImagePost.java @@ -1,5 +1,10 @@ package embedv2post; /* (C)2024 */ +import com.cohere.api.Cohere; +import com.cohere.api.resources.v2.requests.V2EmbedRequest; +import com.cohere.api.types.EmbedByTypeResponse; +import com.cohere.api.types.EmbedInputType; +import com.cohere.api.types.EmbeddingType; import java.io.InputStream; import java.net.HttpURLConnection; import java.net.URI; @@ -7,19 +12,11 @@ import java.util.Base64; import java.util.List; -import com.cohere.api.Cohere; -import com.cohere.api.resources.v2.requests.V2EmbedRequest; -import com.cohere.api.types.EmbedByTypeResponse; -import com.cohere.api.types.EmbedInputType; -import com.cohere.api.types.EmbeddingType; - public class EmbedImagePost { public static void main(String[] args) { Cohere cohere = Cohere.builder().clientName("snippet").build(); - URL url = - URI.toUrl( - "https://cohere.com/favicon-32x32.png"); + URL url = URI.toUrl("https://cohere.com/favicon-32x32.png"); HttpURLConnection connection = (HttpURLConnection) url.openConnection(); connection.connect(); diff --git a/snippets/snippets/java/app/src/main/java/embedv2post/EmbedPost.java b/snippets/snippets/java/app/src/main/java/embedv2post/EmbedPost.java index a87b43e2..6fc2b624 100644 --- a/snippets/snippets/java/app/src/main/java/embedv2post/EmbedPost.java +++ b/snippets/snippets/java/app/src/main/java/embedv2post/EmbedPost.java @@ -1,11 +1,10 @@ package embedv2post; /* (C)2024 */ -import java.util.List; - import com.cohere.api.Cohere; import com.cohere.api.resources.v2.requests.V2EmbedRequest; import com.cohere.api.types.EmbedByTypeResponse; import com.cohere.api.types.EmbedInputType; +import java.util.List; public class EmbedPost { public static void main(String[] args) { diff --git a/snippets/snippets/node/rerank-v2-post.ts b/snippets/snippets/node/rerank-v2-post.ts index a8c132c8..948b9502 100644 --- a/snippets/snippets/node/rerank-v2-post.ts +++ b/snippets/snippets/node/rerank-v2-post.ts @@ -5,19 +5,11 @@ const cohere = new CohereClient({}); (async () => { const rerank = await cohere.v2.rerank({ documents: [ - { text: 'Carson City is the capital city of the American state of Nevada.' }, - { - text: 'The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.', - }, - { - text: 'Capitalization or capitalisation in English grammar is the use of a capital letter at the start of a word. English usage varies from capitalization in other languages.', - }, - { - text: 'Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district.', - }, - { - text: 'Capital punishment (the death penalty) has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states.', - }, + 'Carson City is the capital city of the American state of Nevada.', + 'The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.', + 'Capitalization or capitalisation in English grammar is the use of a capital letter at the start of a word. English usage varies from capitalization in other languages.', + 'Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district.', + 'Capital punishment has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states.', ], query: 'What is the capital of the United States?', topN: 3, diff --git a/snippets/snippets/python-async/rerank-v2-post.py b/snippets/snippets/python-async/rerank-v2-post.py index a5ece480..b01240cf 100644 --- a/snippets/snippets/python-async/rerank-v2-post.py +++ b/snippets/snippets/python-async/rerank-v2-post.py @@ -8,7 +8,7 @@ "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.", "Capitalization or capitalisation in English grammar is the use of a capital letter at the start of a word. English usage varies from capitalization in other languages.", "Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district.", - "Capital punishment (the death penalty) has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states.", + "Capital punishment has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states.", ] diff --git a/snippets/snippets/python/rerank-v2-post.py b/snippets/snippets/python/rerank-v2-post.py index b6da609d..4ac20f11 100644 --- a/snippets/snippets/python/rerank-v2-post.py +++ b/snippets/snippets/python/rerank-v2-post.py @@ -7,7 +7,7 @@ "The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.", "Capitalization or capitalisation in English grammar is the use of a capital letter at the start of a word. English usage varies from capitalization in other languages.", "Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district.", - "Capital punishment (the death penalty) has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states.", + "Capital punishment has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states.", ] response = co.rerank( diff --git a/snippets/snippets/requests/rerank-v2-post.yaml b/snippets/snippets/requests/rerank-v2-post.yaml index 36cbc39c..e89dc6e1 100644 --- a/snippets/snippets/requests/rerank-v2-post.yaml +++ b/snippets/snippets/requests/rerank-v2-post.yaml @@ -1,14 +1,14 @@ documents: - - text: Carson City is the capital city of the American state of Nevada. - - text: The Commonwealth of the Northern Mariana Islands is a group of islands in + - Carson City is the capital city of the American state of Nevada. + - The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan. - - text: Capitalization or capitalisation in English grammar is the use of a + - Capitalization or capitalisation in English grammar is the use of a capital letter at the start of a word. English usage varies from capitalization in other languages. - - text: Washington, D.C. (also known as simply Washington or D.C., and officially + - Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district. - - text: Capital punishment (the death penalty) has existed in the United States + - Capital punishment (the death penalty) has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states. query: What is the capital of the United States? diff --git a/snippets/snippets/responses/rerank-v2-post.yaml b/snippets/snippets/responses/rerank-v2-post.yaml index 5ce29100..f7312001 100644 --- a/snippets/snippets/responses/rerank-v2-post.yaml +++ b/snippets/snippets/responses/rerank-v2-post.yaml @@ -10,8 +10,6 @@ body: meta: api_version: version: '2' - is_experimental: true - warnings: - - You are using an experimental version, for more information please refer to https://docs.cohere.com/versioning-reference + is_experimental: false billed_units: search_units: 1 From 2456e7e44406284057811252f8276ecbfe7dbdc7 Mon Sep 17 00:00:00 2001 From: platform-endpoints Date: Sat, 23 Nov 2024 00:14:11 +0000 Subject: [PATCH 04/10] Add spec changes Co-authored-by: Michael --- cohere-openapi.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cohere-openapi.yaml b/cohere-openapi.yaml index eacfc1a5..c900a77f 100644 --- a/cohere-openapi.yaml +++ b/cohere-openapi.yaml @@ -16403,7 +16403,7 @@ paths: x-fern-audiences: - public minimum: 1 - description: Limits the returned number of rerank results to the specified + description: Limits the number of returned rerank results to the specified value. If not passed, all the rerank results will be returned. max_tokens_per_doc: From 2a93e1a3b370ff399a4243b888f63fca5f5270ae Mon Sep 17 00:00:00 2001 From: billytrend-cohere <144115527+billytrend-cohere@users.noreply.github.com> Date: Mon, 25 Nov 2024 15:22:05 +0000 Subject: [PATCH 05/10] Add tests for snippets (#215) * drop api key * ts -> js * ts -> js * js working * Java fixes * go works * Final config * Add CI * rename action * Add package * Add poetry ci * poetry run python * Add categories * Update utils * shaps * fix fix --- .github/workflows/snippet-ci.yml | 40 + package.json | 6 +- packages/snippet-tester/babel.config.js | 7 + packages/snippet-tester/jest.config.ts | 199 + packages/snippet-tester/package.json | 31 + packages/snippet-tester/src/config.ts | 43 + .../tests/__snapshots__/snippets.test.ts.snap | 1293 ++++ .../snippet-tester/src/tests/snippets.test.ts | 32 + packages/snippet-tester/src/utils.ts | 63 + pnpm-lock.yaml | 6153 +++++++++++++++-- pnpm-workspace.yaml | 2 + poetry.lock | 838 +++ pyproject.toml | 15 + snippets/go/go.mod | 11 + snippets/go/go.sum | 16 + snippets/node/chat-post/default.js | 22 + snippets/node/chat-post/documents.js | 35 + snippets/node/chat-post/stream.js | 26 + snippets/node/chat-post/tools.js | 40 + snippets/node/classify-post.js | 25 + snippets/node/connector-create.js | 15 + snippets/node/connector-delete.js | 9 + snippets/node/connector-get.js | 11 + snippets/node/connector-patch.js | 14 + .../connectors-id-oauth-authorize-post.js | 13 + snippets/node/connectors-list.js | 11 + snippets/node/dataset-get.js | 11 + snippets/node/dataset-post.js | 14 + snippets/node/dataset-usage-get.js | 11 + snippets/node/detokenize-post.js | 14 + snippets/node/embed-jobs-cancel.js | 11 + snippets/node/embed-jobs-get.js | 11 + snippets/node/embed-jobs-post.js | 15 + snippets/node/embed-post.js | 14 + snippets/node/emebed-jobs-get.js | 11 + .../node/finetuning/create-finetuned-model.js | 19 + .../node/finetuning/delete-finetuned-model.js | 9 + .../node/finetuning/get-finetuned-model.js | 11 + snippets/node/finetuning/list-events.js | 11 + .../node/finetuning/list-finetuned-models.js | 11 + .../finetuning/list-training-step-metrics.js | 13 + .../node/finetuning/update-finetuned-model.js | 13 + snippets/node/generate-post.js | 13 + snippets/node/models-list-get.js | 11 + snippets/node/rerank-post.js | 30 + snippets/node/summarize-post.js | 33 + snippets/node/tokenize-post.js | 12 + 47 files changed, 8765 insertions(+), 503 deletions(-) create mode 100644 .github/workflows/snippet-ci.yml create mode 100644 packages/snippet-tester/babel.config.js create mode 100644 packages/snippet-tester/jest.config.ts create mode 100644 packages/snippet-tester/package.json create mode 100644 packages/snippet-tester/src/config.ts create mode 100644 packages/snippet-tester/src/tests/__snapshots__/snippets.test.ts.snap create mode 100644 packages/snippet-tester/src/tests/snippets.test.ts create mode 100644 packages/snippet-tester/src/utils.ts create mode 100644 pnpm-workspace.yaml create mode 100644 poetry.lock create mode 100644 pyproject.toml create mode 100644 snippets/go/go.mod create mode 100644 snippets/go/go.sum create mode 100644 snippets/node/chat-post/default.js create mode 100644 snippets/node/chat-post/documents.js create mode 100644 snippets/node/chat-post/stream.js create mode 100644 snippets/node/chat-post/tools.js create mode 100644 snippets/node/classify-post.js create mode 100644 snippets/node/connector-create.js create mode 100644 snippets/node/connector-delete.js create mode 100644 snippets/node/connector-get.js create mode 100644 snippets/node/connector-patch.js create mode 100644 snippets/node/connectors-id-oauth-authorize-post.js create mode 100644 snippets/node/connectors-list.js create mode 100644 snippets/node/dataset-get.js create mode 100644 snippets/node/dataset-post.js create mode 100644 snippets/node/dataset-usage-get.js create mode 100644 snippets/node/detokenize-post.js create mode 100644 snippets/node/embed-jobs-cancel.js create mode 100644 snippets/node/embed-jobs-get.js create mode 100644 snippets/node/embed-jobs-post.js create mode 100644 snippets/node/embed-post.js create mode 100644 snippets/node/emebed-jobs-get.js create mode 100644 snippets/node/finetuning/create-finetuned-model.js create mode 100644 snippets/node/finetuning/delete-finetuned-model.js create mode 100644 snippets/node/finetuning/get-finetuned-model.js create mode 100644 snippets/node/finetuning/list-events.js create mode 100644 snippets/node/finetuning/list-finetuned-models.js create mode 100644 snippets/node/finetuning/list-training-step-metrics.js create mode 100644 snippets/node/finetuning/update-finetuned-model.js create mode 100644 snippets/node/generate-post.js create mode 100644 snippets/node/models-list-get.js create mode 100644 snippets/node/rerank-post.js create mode 100644 snippets/node/summarize-post.js create mode 100644 snippets/node/tokenize-post.js diff --git a/.github/workflows/snippet-ci.yml b/.github/workflows/snippet-ci.yml new file mode 100644 index 00000000..f33f7608 --- /dev/null +++ b/.github/workflows/snippet-ci.yml @@ -0,0 +1,40 @@ +name: snippet-ci + +on: + pull_request: {} + push: + branches: + - main + +jobs: + run: + runs-on: ubuntu-latest + steps: + - name: Checkout repository + uses: actions/checkout@v4 + + - name: Setup pnpm + uses: pnpm/action-setup@v2 + with: + version: 8 + + - name: Install Dependencies + shell: bash + run: pnpm install + + - name: Set up python + uses: actions/setup-python@v2 + with: + python-version: '3.x' + + - name: poetry install + run: | + python -m pip install --upgrade pip + python -m pip install poetry + poetry install + + - name: Run snippet tests + continue-on-error: true + env: + CO_API_KEY: ${{ secrets.COHERE_TOKEN }} + run: pnpm run --filter snippet-tester test diff --git a/package.json b/package.json index 3c8158b8..efb368db 100644 --- a/package.json +++ b/package.json @@ -1,6 +1,7 @@ { "name": "cohere-developer-experience", "version": "0.0.0", + "type": "module", "scripts": { "preinstall": "npx only-allow pnpm", "clean": "rm -rf ./fern/dist && rm -rf ./node_modules", @@ -17,8 +18,9 @@ "tailwindcss": "^3.4.4" }, "dependencies": { - "gray-matter": "^4.0.3", + "cohere-ai": "^7.14.0", "fern-api": "^0.41.16", + "gray-matter": "^4.0.3", "react": "^18.3.1" } -} +} \ No newline at end of file diff --git a/packages/snippet-tester/babel.config.js b/packages/snippet-tester/babel.config.js new file mode 100644 index 00000000..1c005e99 --- /dev/null +++ b/packages/snippet-tester/babel.config.js @@ -0,0 +1,7 @@ +module.exports = { + presets: [ + ['@babel/preset-env', { targets: { node: 'current' } }], + '@babel/preset-typescript', + ], +}; + diff --git a/packages/snippet-tester/jest.config.ts b/packages/snippet-tester/jest.config.ts new file mode 100644 index 00000000..81f1ec12 --- /dev/null +++ b/packages/snippet-tester/jest.config.ts @@ -0,0 +1,199 @@ +/** + * For a detailed explanation regarding each configuration property, visit: + * https://jestjs.io/docs/configuration + */ + +import type {Config} from 'jest'; + +const config: Config = { + // All imported modules in your tests should be mocked automatically + // automock: false, + + // Stop running tests after `n` failures + // bail: 0, + + // The directory where Jest should store its cached dependency information + // cacheDirectory: "/private/var/folders/7y/pd12xsnj72x0t4drmr3tt23c0000gp/T/jest_dy", + + // Automatically clear mock calls, instances, contexts and results before every test + clearMocks: true, + + // Indicates whether the coverage information should be collected while executing the test + // collectCoverage: false, + + // An array of glob patterns indicating a set of files for which coverage information should be collected + // collectCoverageFrom: undefined, + + // The directory where Jest should output its coverage files + // coverageDirectory: undefined, + + // An array of regexp pattern strings used to skip coverage collection + // coveragePathIgnorePatterns: [ + // "/node_modules/" + // ], + + // Indicates which provider should be used to instrument code for coverage + coverageProvider: "v8", + + // A list of reporter names that Jest uses when writing coverage reports + // coverageReporters: [ + // "json", + // "text", + // "lcov", + // "clover" + // ], + + // An object that configures minimum threshold enforcement for coverage results + // coverageThreshold: undefined, + + // A path to a custom dependency extractor + // dependencyExtractor: undefined, + + // Make calling deprecated APIs throw helpful error messages + // errorOnDeprecated: false, + + // The default configuration for fake timers + // fakeTimers: { + // "enableGlobally": false + // }, + + // Force coverage collection from ignored files using an array of glob patterns + // forceCoverageMatch: [], + + // A path to a module which exports an async function that is triggered once before all test suites + // globalSetup: undefined, + + // A path to a module which exports an async function that is triggered once after all test suites + // globalTeardown: undefined, + + // A set of global variables that need to be available in all test environments + // globals: {}, + + // The maximum amount of workers used to run your tests. Can be specified as % or a number. E.g. maxWorkers: 10% will use 10% of your CPU amount + 1 as the maximum worker number. maxWorkers: 2 will use a maximum of 2 workers. + // maxWorkers: "50%", + + // An array of directory names to be searched recursively up from the requiring module's location + // moduleDirectories: [ + // "node_modules" + // ], + + // An array of file extensions your modules use + // moduleFileExtensions: [ + // "js", + // "mjs", + // "cjs", + // "jsx", + // "ts", + // "tsx", + // "json", + // "node" + // ], + + // A map from regular expressions to module names or to arrays of module names that allow to stub out resources with a single module + // moduleNameMapper: {}, + + // An array of regexp pattern strings, matched against all module paths before considered 'visible' to the module loader + // modulePathIgnorePatterns: [], + + // Activates notifications for test results + // notify: false, + + // An enum that specifies notification mode. Requires { notify: true } + // notifyMode: "failure-change", + + // A preset that is used as a base for Jest's configuration + // preset: undefined, + + // Run tests from one or more projects + // projects: undefined, + + // Use this configuration option to add custom reporters to Jest + // reporters: undefined, + + // Automatically reset mock state before every test + // resetMocks: false, + + // Reset the module registry before running each individual test + // resetModules: false, + + // A path to a custom resolver + // resolver: undefined, + + // Automatically restore mock state and implementation before every test + // restoreMocks: false, + + // The root directory that Jest should scan for tests and modules within + // rootDir: undefined, + + // A list of paths to directories that Jest should use to search for files in + // roots: [ + // "" + // ], + + // Allows you to use a custom runner instead of Jest's default test runner + // runner: "jest-runner", + + // The paths to modules that run some code to configure or set up the testing environment before each test + // setupFiles: [], + + // A list of paths to modules that run some code to configure or set up the testing framework before each test + // setupFilesAfterEnv: [], + + // The number of seconds after which a test is considered as slow and reported as such in the results. + // slowTestThreshold: 5, + + // A list of paths to snapshot serializer modules Jest should use for snapshot testing + // snapshotSerializers: [], + + // The test environment that will be used for testing + // testEnvironment: "jest-environment-node", + + // Options that will be passed to the testEnvironment + // testEnvironmentOptions: {}, + + // Adds a location field to test results + // testLocationInResults: false, + + // The glob patterns Jest uses to detect test files + // testMatch: [ + // "**/__tests__/**/*.[jt]s?(x)", + // "**/?(*.)+(spec|test).[tj]s?(x)" + // ], + + // An array of regexp pattern strings that are matched against all test paths, matched tests are skipped + // testPathIgnorePatterns: [ + // "/node_modules/" + // ], + + // The regexp pattern or array of patterns that Jest uses to detect test files + // testRegex: [], + + // This option allows the use of a custom results processor + // testResultsProcessor: undefined, + + // This option allows use of a custom test runner + // testRunner: "jest-circus/runner", + + // A map from regular expressions to paths to transformers + // transform: undefined, + + // An array of regexp pattern strings that are matched against all source file paths, matched files will skip transformation + // transformIgnorePatterns: [ + // "/node_modules/", + // "\\.pnp\\.[^\\/]+$" + // ], + + // An array of regexp pattern strings that are matched against all modules before the module loader will automatically return a mock for them + // unmockedModulePathPatterns: undefined, + + // Indicates whether each individual test should be reported during the run + // verbose: undefined, + + // An array of regexp patterns that are matched against all source file paths before re-running tests in watch mode + // watchPathIgnorePatterns: [], + + // Whether to use watchman for file crawling + // watchman: true, +}; + +export default config; diff --git a/packages/snippet-tester/package.json b/packages/snippet-tester/package.json new file mode 100644 index 00000000..ef83e312 --- /dev/null +++ b/packages/snippet-tester/package.json @@ -0,0 +1,31 @@ +{ + "name": "snippet-tester", + "version": "1.0.0", + "description": "", + "main": "index.js", + "scripts": { + "test": "jest" + }, + "keywords": [], + "author": "", + "license": "ISC", + "dependencies": { + "@jest/globals": "^29.7.0", + "@pnpm/find-workspace-dir": "^7.0.2", + "cohere": "^1.1.1", + "cohere-ai": "^7.14.0", + "convict": "^6.2.4", + "glob": "^11.0.0", + "jest": "^29.7.0", + "nodemon": "^3.1.7", + "ts-node": "^10.9.2" + }, + "devDependencies": { + "@babel/core": "^7.25.8", + "@babel/preset-env": "^7.25.8", + "@babel/preset-typescript": "^7.25.7", + "@types/convict": "^6.1.6", + "@types/jest": "^29.5.13", + "babel-jest": "^29.7.0" + } +} diff --git a/packages/snippet-tester/src/config.ts b/packages/snippet-tester/src/config.ts new file mode 100644 index 00000000..b5cbe7b9 --- /dev/null +++ b/packages/snippet-tester/src/config.ts @@ -0,0 +1,43 @@ +import path from "path"; + +export interface Language { + name: string; + exec: (file: string) => string; + snippetRoot: (base: string) => string; + glob: string; +} + +export const config: { + languages: Language[]; +} = { + "languages": [ + { + "name": "node", + "exec": (file: string) => `node ${file}`, + "snippetRoot": (base: string) => path.join(base, "./snippets/node"), + "glob": "**/*.js" + }, + { + "name": "java", + "exec": (file: string) => { + const classPath = file.replace("app/src/main/java/", "").replace(".java", "").split("/").join("."); + + return `gradle -PmainClass=${classPath} run` + }, + "snippetRoot": (base: string) => path.join(base, "./snippets/java"), + "glob": "./app/src/main/java/**/*.java" + }, + { + "name": "python", + "exec": (file: string) => `poetry run python ${file}`, + "snippetRoot": (base: string) => path.join(base, "./snippets/python"), + "glob": "**/*.py" + }, + { + "name": "golang", + "exec": (file: string) => `go run ${file}`, + "snippetRoot": (base: string) => path.join(base, "./snippets/go"), + "glob": "**/*.go" + } + ] +} \ No newline at end of file diff --git a/packages/snippet-tester/src/tests/__snapshots__/snippets.test.ts.snap b/packages/snippet-tester/src/tests/__snapshots__/snippets.test.ts.snap new file mode 100644 index 00000000..f9607546 --- /dev/null +++ b/packages/snippet-tester/src/tests/__snapshots__/snippets.test.ts.snap @@ -0,0 +1,1293 @@ +// Jest Snapshot v1, https://goo.gl/fbAQLP + +exports[`Testing language golang testing file chat-post/default/main.go 1`] = `null`; + +exports[`Testing language golang testing file chat-post/documents/main.go 1`] = `null`; + +exports[`Testing language golang testing file chat-post/stream/main.go 1`] = `null`; + +exports[`Testing language golang testing file chat-post/tools/main.go 1`] = `null`; + +exports[`Testing language golang testing file classify-post/main.go 1`] = `null`; + +exports[`Testing language golang testing file connector-create/main.go 1`] = ` +[Error: Command failed: go run connector-create/main.go +2024/10/28 14:44:44 400: {"message":"a connector url must end with the path /search"} +exit status 1 +] +`; + +exports[`Testing language golang testing file connector-delete/main.go 1`] = ` +[Error: Command failed: go run connector-delete/main.go +2024/10/28 14:44:44 404: {"message":"connector not found, id = connector_id"} +exit status 1 +] +`; + +exports[`Testing language golang testing file connector-get/main.go 1`] = ` +[Error: Command failed: go run connector-get/main.go +2024/10/28 14:44:44 404: {"message":"connector not found, id = connector_id"} +exit status 1 +] +`; + +exports[`Testing language golang testing file connector-patch/main.go 1`] = ` +[Error: Command failed: go run connector-patch/main.go +2024/10/28 14:44:43 404: {"message":"connector not found, id = connector_id"} +exit status 1 +] +`; + +exports[`Testing language golang testing file connectors-id-oauth-authorize-post/main.go 1`] = ` +[Error: Command failed: go run connectors-id-oauth-authorize-post/main.go +2024/10/28 14:44:43 404: {"message":"connector not found, id = connector_id"} +exit status 1 +] +`; + +exports[`Testing language golang testing file connectors-list/main.go 1`] = `null`; + +exports[`Testing language golang testing file dataset-delete/main.go 1`] = ` +[Error: Command failed: go run dataset-delete/main.go +2024/10/28 14:44:42 404: {"message":"dataset with the id 'dataset_id' not found"} +exit status 1 +] +`; + +exports[`Testing language golang testing file dataset-get/main.go 1`] = ` +[Error: Command failed: go run dataset-get/main.go +2024/10/28 14:44:42 404: {"message":"dataset with the id 'dataset_id' not found"} +exit status 1 +] +`; + +exports[`Testing language golang testing file dataset-post/main.go 1`] = ` +[Error: Command failed: go run dataset-post/main.go +2024/10/28 14:44:41 400: {"message":"output dataset types are not supported for upload"} +exit status 1 +] +`; + +exports[`Testing language golang testing file dataset-usage-get/main.go 1`] = ` +[Error: Command failed: go run dataset-usage-get/main.go +2024/10/28 14:44:41 json: cannot unmarshal string into Go struct field unmarshaler.organization_usage of type int64 +exit status 1 +] +`; + +exports[`Testing language golang testing file detokenize-post/main.go 1`] = `null`; + +exports[`Testing language golang testing file embed-jobs-cancel/main.go 1`] = ` +[Error: Command failed: go run embed-jobs-cancel/main.go +2024/10/28 14:44:40 404: {"message":"resource not found: could not find embed job with the ID: embed_job_id"} +exit status 1 +] +`; + +exports[`Testing language golang testing file embed-jobs-get/main.go 1`] = ` +[Error: Command failed: go run embed-jobs-get/main.go +2024/10/28 14:44:40 404: {"message":"resource not found: could not find embed job with the ID: embed_job_id"} +exit status 1 +] +`; + +exports[`Testing language golang testing file embed-jobs-post/main.go 1`] = ` +[Error: Command failed: go run embed-jobs-post/main.go +2024/10/28 14:44:40 400: {"message":"a model parameter is required for this endpoint."} +exit status 1 +] +`; + +exports[`Testing language golang testing file embed-post/main.go 1`] = `null`; + +exports[`Testing language golang testing file emebed-jobs-get/main.go 1`] = `null`; + +exports[`Testing language golang testing file finetuning/create-finetuned-model/main.go 1`] = ` +[Error: Command failed: go run finetuning/create-finetuned-model/main.go +2024/10/28 14:44:38 400: {"message":"dataset with id \\"my-dataset-id\\" does not exist"} +exit status 1 +] +`; + +exports[`Testing language golang testing file finetuning/delete-finetuned-model/main.go 1`] = ` +[Error: Command failed: go run finetuning/delete-finetuned-model/main.go +2024/10/28 14:44:38 400: {"message":"fine-tuned model ID is not a valid UUID: 'test-id'"} +exit status 1 +] +`; + +exports[`Testing language golang testing file finetuning/get-finetuned-model/main.go 1`] = ` +[Error: Command failed: go run finetuning/get-finetuned-model/main.go +2024/10/28 14:44:37 400: {"message":"finetuned_model.id is not a valid UUID: 'test-id'"} +exit status 1 +] +`; + +exports[`Testing language golang testing file finetuning/list-events/main.go 1`] = ` +[Error: Command failed: go run finetuning/list-events/main.go +2024/10/28 14:44:35 500: {"message":"failed to retrieve total size"} +exit status 1 +] +`; + +exports[`Testing language golang testing file finetuning/list-finetuned-models/main.go 1`] = `null`; + +exports[`Testing language golang testing file finetuning/list-training-step-metrics/main.go 1`] = ` +[Error: Command failed: go run finetuning/list-training-step-metrics/main.go +2024/10/28 14:44:32 400: {"message":"invalid finetune ID"} +exit status 1 +] +`; + +exports[`Testing language golang testing file finetuning/update-finetuned-model/main.go 1`] = ` +[Error: Command failed: go run finetuning/update-finetuned-model/main.go +2024/10/28 14:44:31 400: {"message":"finetuned_model.id is not a valid UUID: 'test-id'"} +exit status 1 +] +`; + +exports[`Testing language golang testing file generate-post/main.go 1`] = `null`; + +exports[`Testing language golang testing file models-list-get/main.go 1`] = `null`; + +exports[`Testing language golang testing file rerank-post/main.go 1`] = `null`; + +exports[`Testing language golang testing file summarize-post/main.go 1`] = `null`; + +exports[`Testing language golang testing file tokenize-post/main.go 1`] = `null`; + +exports[`Testing language java testing file app/src/main/java/ClassifyPost.java 1`] = `null`; + +exports[`Testing language java testing file app/src/main/java/ConnectorCreate.java 1`] = ` +[Error: Command failed: gradle -PmainClass=ConnectorCreate run +Error: Could not find or load main class ConnectorCreate +Caused by: java.lang.ClassNotFoundException: ConnectorCreate + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 3s +] +`; + +exports[`Testing language java testing file app/src/main/java/ConnectorDelete.java 1`] = ` +[Error: Command failed: gradle -PmainClass=ConnectorDelete run +Exception in thread "main" CohereApiApiError{message: NotFoundError, statusCode: 404, body: {message=connector not found, id = test-id}} + at com.cohere.api.resources.connectors.ConnectorsClient.delete(ConnectorsClient.java:359) + at com.cohere.api.resources.connectors.ConnectorsClient.delete(ConnectorsClient.java:317) + at ConnectorDelete.main(ConnectorDelete.java:8) + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 10s +] +`; + +exports[`Testing language java testing file app/src/main/java/ConnectorGet.java 1`] = ` +[Error: Command failed: gradle -PmainClass=ConnectorGet run +Exception in thread "main" CohereApiApiError{message: NotFoundError, statusCode: 404, body: {message=connector not found, id = test-id}} + at com.cohere.api.resources.connectors.ConnectorsClient.get(ConnectorsClient.java:278) + at com.cohere.api.resources.connectors.ConnectorsClient.get(ConnectorsClient.java:237) + at ConnectorGet.main(ConnectorGet.java:9) + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 10s +] +`; + +exports[`Testing language java testing file app/src/main/java/ConnectorPatch.java 1`] = ` +[Error: Command failed: gradle -PmainClass=ConnectorPatch run + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:compileJava'. +> Cannot access output property 'destinationDirectory' of task ':app:compileJava'. Accessing unreadable inputs or outputs is not supported. Declare the task as untracked by using Task.doNotTrackState(). For more information, please refer to https://docs.gradle.org/8.10/userguide/incremental_build.html#sec:disable-state-tracking in the Gradle documentation. + > java.nio.file.NoSuchFileException: /Users/billy/repositories/cohere-developer-experience/snippets/java/app/build/classes/java/main/DatasetDelete.class + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 9s +] +`; + +exports[`Testing language java testing file app/src/main/java/ConnectorsIdOauthAuthorizePost.java 1`] = ` +[Error: Command failed: gradle -PmainClass=ConnectorsIdOauthAuthorizePost run +Exception in thread "main" CohereApiApiError{message: NotFoundError, statusCode: 404, body: {message=connector not found, id = test-id}} + at com.cohere.api.resources.connectors.ConnectorsClient.oAuthAuthorize(ConnectorsClient.java:545) + at com.cohere.api.resources.connectors.ConnectorsClient.oAuthAuthorize(ConnectorsClient.java:499) + at ConnectorsIdOauthAuthorizePost.main(ConnectorsIdOauthAuthorizePost.java:12) + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 12s +] +`; + +exports[`Testing language java testing file app/src/main/java/ConnectorsList.java 1`] = `null`; + +exports[`Testing language java testing file app/src/main/java/DatasetDelete.java 1`] = ` +[Error: Command failed: gradle -PmainClass=DatasetDelete run +Exception in thread "main" CohereApiApiError{message: NotFoundError, statusCode: 404, body: {message=dataset with the id 'id' not found}} + at com.cohere.api.resources.datasets.DatasetsClient.delete(DatasetsClient.java:489) + at com.cohere.api.resources.datasets.DatasetsClient.delete(DatasetsClient.java:447) + at DatasetDelete.main(DatasetDelete.java:8) + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 12s +] +`; + +exports[`Testing language java testing file app/src/main/java/DatasetGet.java 1`] = ` +[Error: Command failed: gradle -PmainClass=DatasetGet run +Exception in thread "main" CohereApiApiError{message: NotFoundError, statusCode: 404, body: {message=dataset with the id 'dataset_id' not found}} + at com.cohere.api.resources.datasets.DatasetsClient.get(DatasetsClient.java:408) + at com.cohere.api.resources.datasets.DatasetsClient.get(DatasetsClient.java:367) + at DatasetGet.main(DatasetGet.java:9) + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 18s +] +`; + +exports[`Testing language java testing file app/src/main/java/DatasetPost.java 1`] = ` +[Error: Command failed: gradle -PmainClass=DatasetPost run +Exception in thread "main" java.lang.RuntimeException: java.lang.NullPointerException: Cannot invoke "java.io.File.toPath()" because "data" is null + at com.cohere.api.resources.datasets.DatasetsClient.create(DatasetsClient.java:219) + at com.cohere.api.resources.datasets.DatasetsClient.create(DatasetsClient.java:165) + at DatasetPost.main(DatasetPost.java:14) +Caused by: java.lang.NullPointerException: Cannot invoke "java.io.File.toPath()" because "data" is null + at com.cohere.api.resources.datasets.DatasetsClient.create(DatasetsClient.java:206) + ... 2 more + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 19s +] +`; + +exports[`Testing language java testing file app/src/main/java/DatasetUsageGet.java 1`] = `null`; + +exports[`Testing language java testing file app/src/main/java/DetokenizePost.java 1`] = `null`; + +exports[`Testing language java testing file app/src/main/java/EmbedJobsCancel.java 1`] = ` +[Error: Command failed: gradle -PmainClass=EmbedJobsCancel run +Error: Could not find or load main class EmbedJobsCancel +Caused by: java.lang.ClassNotFoundException: EmbedJobsCancel + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 7s +] +`; + +exports[`Testing language java testing file app/src/main/java/EmbedJobsGet.java 1`] = `null`; + +exports[`Testing language java testing file app/src/main/java/EmbedJobsPost.java 1`] = ` +[Error: Command failed: gradle -PmainClass=EmbedJobsPost run +Exception in thread "main" CohereApiApiError{message: NotFoundError, statusCode: 404, body: {message=dataset with id ds.id not found}} + at com.cohere.api.resources.embedjobs.EmbedJobsClient.create(EmbedJobsClient.java:179) + at com.cohere.api.resources.embedjobs.EmbedJobsClient.create(EmbedJobsClient.java:132) + at EmbedJobsPost.main(EmbedJobsPost.java:13) + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 37s +] +`; + +exports[`Testing language java testing file app/src/main/java/EmbedPost.java 1`] = `null`; + +exports[`Testing language java testing file app/src/main/java/EmebedJobsGet.java 1`] = ` +[Error: Command failed: gradle -PmainClass=EmebedJobsGet run +Exception in thread "main" CohereApiApiError{message: NotFoundError, statusCode: 404, body: {message=resource not found: could not find embed job with the ID: job_id}} + at com.cohere.api.resources.embedjobs.EmbedJobsClient.get(EmbedJobsClient.java:259) + at com.cohere.api.resources.embedjobs.EmbedJobsClient.get(EmbedJobsClient.java:218) + at EmebedJobsGet.main(EmebedJobsGet.java:9) + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 6s +] +`; + +exports[`Testing language java testing file app/src/main/java/GeneratePost.java 1`] = ` +[Error: Command failed: gradle -PmainClass=GeneratePost run + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:compileJava'. +> Cannot access output property 'destinationDirectory' of task ':app:compileJava'. Accessing unreadable inputs or outputs is not supported. Declare the task as untracked by using Task.doNotTrackState(). For more information, please refer to https://docs.gradle.org/8.10/userguide/incremental_build.html#sec:disable-state-tracking in the Gradle documentation. + > java.nio.file.NoSuchFileException: /Users/billy/repositories/cohere-developer-experience/snippets/java/app/build/classes/java/main/DatasetDelete.class + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 22s +] +`; + +exports[`Testing language java testing file app/src/main/java/ModelsListGet.java 1`] = ` +[Error: Command failed: gradle -PmainClass=ModelsListGet run +Exception in thread "main" com.cohere.api.core.CohereApiError: Network error executing HTTP request + at com.cohere.api.resources.models.ModelsClient.list(ModelsClient.java:220) + at com.cohere.api.resources.models.ModelsClient.list(ModelsClient.java:137) + at com.cohere.api.resources.models.ModelsClient.list(ModelsClient.java:130) + at ModelsListGet.main(ModelsListGet.java:9) +Caused by: com.fasterxml.jackson.databind.exc.InvalidFormatException: Cannot deserialize value of type \`com.cohere.api.types.CompatibleEndpoint\` from String "embed_image": not one of the values accepted for Enum class: [rate, summarize, classify, generate, chat, embed, rerank] + at [Source: (String)"{"models":[{"name":"embed-multilingual-v3.0","endpoints":["embed","classify"],"finetuned":false,"context_length":512,"tokenizer_url":"https://storage.googleapis.com/cohere-public/tokenizers/embed-multilingual-v3.0.json","default_endpoints":[]},{"name":"rerank-multilingual-v3-cophillips","endpoints":["rerank"],"finetuned":false,"context_length":4096,"tokenizer_url":"https://storage.googleapis.com/cohere-public/tokenizers/rerank-multilingual-v3-cophillips.json","default_endpoints":[]},{"name":"emb"[truncated 4086 chars]; line: 1, column: 1211] (through reference chain: com.cohere.api.types.ListModelsResponse$Builder["models"]->java.util.ArrayList[5]->com.cohere.api.types.GetModelResponse$Builder["endpoints"]->java.util.ArrayList[0]) + at com.fasterxml.jackson.databind.exc.InvalidFormatException.from(InvalidFormatException.java:67) + at com.fasterxml.jackson.databind.DeserializationContext.weirdStringException(DeserializationContext.java:1991) + at com.fasterxml.jackson.databind.DeserializationContext.handleWeirdStringValue(DeserializationContext.java:1219) + at com.fasterxml.jackson.databind.deser.std.EnumDeserializer._deserializeAltString(EnumDeserializer.java:357) + at com.fasterxml.jackson.databind.deser.std.EnumDeserializer._fromString(EnumDeserializer.java:231) + at com.fasterxml.jackson.databind.deser.std.EnumDeserializer.deserialize(EnumDeserializer.java:198) + at com.fasterxml.jackson.databind.deser.std.CollectionDeserializer._deserializeFromArray(CollectionDeserializer.java:355) + at com.fasterxml.jackson.databind.deser.std.CollectionDeserializer.deserialize(CollectionDeserializer.java:244) + at com.fasterxml.jackson.databind.deser.std.CollectionDeserializer.deserialize(CollectionDeserializer.java:28) + at com.fasterxml.jackson.databind.deser.std.ReferenceTypeDeserializer.deserialize(ReferenceTypeDeserializer.java:204) + at com.fasterxml.jackson.databind.deser.impl.MethodProperty.deserializeSetAndReturn(MethodProperty.java:158) + at com.fasterxml.jackson.databind.deser.BuilderBasedDeserializer.vanillaDeserialize(BuilderBasedDeserializer.java:293) + at com.fasterxml.jackson.databind.deser.BuilderBasedDeserializer.deserialize(BuilderBasedDeserializer.java:217) + at com.fasterxml.jackson.databind.deser.std.CollectionDeserializer._deserializeFromArray(CollectionDeserializer.java:355) + at com.fasterxml.jackson.databind.deser.std.CollectionDeserializer.deserialize(CollectionDeserializer.java:244) + at com.fasterxml.jackson.databind.deser.std.CollectionDeserializer.deserialize(CollectionDeserializer.java:28) + at com.fasterxml.jackson.databind.deser.impl.MethodProperty.deserializeSetAndReturn(MethodProperty.java:158) + at com.fasterxml.jackson.databind.deser.BuilderBasedDeserializer.vanillaDeserialize(BuilderBasedDeserializer.java:293) + at com.fasterxml.jackson.databind.deser.BuilderBasedDeserializer.deserialize(BuilderBasedDeserializer.java:217) + at com.fasterxml.jackson.databind.deser.DefaultDeserializationContext.readRootValue(DefaultDeserializationContext.java:322) + at com.fasterxml.jackson.databind.ObjectMapper._readMapAndClose(ObjectMapper.java:4675) + at com.fasterxml.jackson.databind.ObjectMapper.readValue(ObjectMapper.java:3630) + at com.fasterxml.jackson.databind.ObjectMapper.readValue(ObjectMapper.java:3598) + at com.cohere.api.resources.models.ModelsClient.list(ModelsClient.java:173) + ... 3 more + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 21s +] +`; + +exports[`Testing language java testing file app/src/main/java/RerankPost.java 1`] = `null`; + +exports[`Testing language java testing file app/src/main/java/SummarizePost.java 1`] = `null`; + +exports[`Testing language java testing file app/src/main/java/TokenizePost.java 1`] = `null`; + +exports[`Testing language java testing file app/src/main/java/chatpost/Default.java 1`] = `null`; + +exports[`Testing language java testing file app/src/main/java/chatpost/Documents.java 1`] = `null`; + +exports[`Testing language java testing file app/src/main/java/chatpost/Stream.java 1`] = ` +[Error: Command failed: gradle -PmainClass=chatpost.Stream run +Exception in thread "main" java.lang.IllegalStateException: closed + at okio.RealBufferedSource.select(RealBufferedSource.kt:221) + at okhttp3.internal.Util.readBomAsCharset(Util.kt:265) + at okhttp3.ResponseBody$BomAwareReader.read(ResponseBody.kt:208) + at java.base/java.io.Reader.read(Reader.java:212) + at java.base/java.util.Scanner.readInput(Scanner.java:890) + at java.base/java.util.Scanner.hasNext(Scanner.java:1454) + at com.cohere.api.core.Stream$1.hasNext(Stream.java:60) + at chatpost.Stream.main(Stream.java:37) + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 9s +] +`; + +exports[`Testing language java testing file app/src/main/java/chatpost/Tools.java 1`] = `null`; + +exports[`Testing language java testing file app/src/main/java/finetuning/CreateFinetunedModel.java 1`] = ` +[Error: Command failed: gradle -PmainClass=finetuning.CreateFinetunedModel run +Exception in thread "main" CohereApiApiError{message: BadRequestError, statusCode: 400, body: {message=dataset with id "my-dataset-id" does not exist}} + at com.cohere.api.resources.finetuning.FinetuningClient.createFinetunedModel(FinetuningClient.java:156) + at com.cohere.api.resources.finetuning.FinetuningClient.createFinetunedModel(FinetuningClient.java:121) + at finetuning.CreateFinetunedModel.main(CreateFinetunedModel.java:13) + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 11s +] +`; + +exports[`Testing language java testing file app/src/main/java/finetuning/DeleteFinetunedModel.java 1`] = ` +[Error: Command failed: gradle -PmainClass=finetuning.DeleteFinetunedModel run +Error: Could not find or load main class finetuning.DeleteFinetunedModel +Caused by: java.lang.ClassNotFoundException: finetuning.DeleteFinetunedModel + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 6s +] +`; + +exports[`Testing language java testing file app/src/main/java/finetuning/GetFinetunedModel.java 1`] = ` +[Error: Command failed: gradle -PmainClass=finetuning.GetFinetunedModel run + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:compileJava'. +> Cannot access output property 'destinationDirectory' of task ':app:compileJava'. Accessing unreadable inputs or outputs is not supported. Declare the task as untracked by using Task.doNotTrackState(). For more information, please refer to https://docs.gradle.org/8.10/userguide/incremental_build.html#sec:disable-state-tracking in the Gradle documentation. + > java.nio.file.NoSuchFileException: /Users/billy/repositories/cohere-developer-experience/snippets/java/app/build/classes/java/main/DatasetDelete.class + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 4s +] +`; + +exports[`Testing language java testing file app/src/main/java/finetuning/ListEvents.java 1`] = ` +[Error: Command failed: gradle -PmainClass=finetuning.ListEvents run +Exception in thread "main" CohereApiApiError{message: InternalServerError, statusCode: 500, body: {message=failed to retrieve total size}} + at com.cohere.api.resources.finetuning.FinetuningClient.listEvents(FinetuningClient.java:428) + at com.cohere.api.resources.finetuning.FinetuningClient.listEvents(FinetuningClient.java:377) + at com.cohere.api.resources.finetuning.FinetuningClient.listEvents(FinetuningClient.java:372) + at finetuning.ListEvents.main(ListEvents.java:11) + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 19s +] +`; + +exports[`Testing language java testing file app/src/main/java/finetuning/ListFinetunedModels.java 1`] = `null`; + +exports[`Testing language java testing file app/src/main/java/finetuning/ListTrainingStepMetrics.java 1`] = ` +[Error: Command failed: gradle -PmainClass=finetuning.ListTrainingStepMetrics run +Exception in thread "main" CohereApiApiError{message: BadRequestError, statusCode: 400, body: {message=invalid finetune ID}} + at com.cohere.api.resources.finetuning.FinetuningClient.listTrainingStepMetrics(FinetuningClient.java:490) + at com.cohere.api.resources.finetuning.FinetuningClient.listTrainingStepMetrics(FinetuningClient.java:453) + at com.cohere.api.resources.finetuning.FinetuningClient.listTrainingStepMetrics(FinetuningClient.java:446) + at finetuning.ListTrainingStepMetrics.main(ListTrainingStepMetrics.java:12) + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 6s +] +`; + +exports[`Testing language java testing file app/src/main/java/finetuning/UpdateFinetunedModel.java 1`] = ` +[Error: Command failed: gradle -PmainClass=finetuning.UpdateFinetunedModel run +Exception in thread "main" CohereApiApiError{message: BadRequestError, statusCode: 400, body: {message=finetuned_model.id is not a valid UUID: 'test-id'}} + at com.cohere.api.resources.finetuning.FinetuningClient.updateFinetunedModel(FinetuningClient.java:342) + at com.cohere.api.resources.finetuning.FinetuningClient.updateFinetunedModel(FinetuningClient.java:305) + at finetuning.UpdateFinetunedModel.main(UpdateFinetunedModel.java:17) + +FAILURE: Build failed with an exception. + +* What went wrong: +Execution failed for task ':app:run'. +> Process 'command '/Users/billy/.gradle/jdks/eclipse_adoptium-21-aarch64-os_x.2/jdk-21.0.4+7/Contents/Home/bin/java'' finished with non-zero exit value 1 + +* Try: +> Run with --stacktrace option to get the stack trace. +> Run with --info or --debug option to get more log output. +> Run with --scan to get full insights. +> Get more help at https://help.gradle.org. + +BUILD FAILED in 7s +] +`; + +exports[`Testing language node testing file chat-post/default.js 1`] = `null`; + +exports[`Testing language node testing file chat-post/documents.js 1`] = `null`; + +exports[`Testing language node testing file chat-post/stream.js 1`] = ` +[Error: Command failed: node chat-post/stream.js +node:internal/streams/writable:474 + throw new ERR_INVALID_ARG_TYPE( + ^ + +TypeError [ERR_INVALID_ARG_TYPE]: The "chunk" argument must be of type string or an instance of Buffer, TypedArray, or DataView. Received an instance of Object + at _write (node:internal/streams/writable:474:13) + at Writable.write (node:internal/streams/writable:502:10) + at file:///Users/billy/repositories/cohere-developer-experience/snippets/node/chat-post/stream.js:23:22 + at process.processTicksAndRejections (node:internal/process/task_queues:95:5) { + code: 'ERR_INVALID_ARG_TYPE' +} + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file chat-post/tools.js 1`] = `null`; + +exports[`Testing language node testing file classify-post.js 1`] = `null`; + +exports[`Testing language node testing file connector-create.js 1`] = ` +[Error: Command failed: node connector-create.js +/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/connectors/client/Client.js:256 + throw new Cohere.BadRequestError(_response.error.body); + ^ + +BadRequestError: BadRequestError +Status code: 400 +Body: { + "message": "connector not reachable at https://example.com/search. error: request failed with status code 405" +} + at Connectors. (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/connectors/client/Client.js:256:31) + at Generator.next () + at fulfilled (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/connectors/client/Client.js:31:58) + at process.processTicksAndRejections (node:internal/process/task_queues:95:5) { + statusCode: 400, + body: { + message: 'connector not reachable at https://example.com/search. error: request failed with status code 405' + } +} + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file connector-delete.js 1`] = ` +[Error: Command failed: node connector-delete.js +/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/connectors/client/Client.js:522 + throw new Cohere.NotFoundError(_response.error.body); + ^ + +NotFoundError: NotFoundError +Status code: 404 +Body: { + "message": "connector not found, id = connector-id" +} + at Connectors. (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/connectors/client/Client.js:522:31) + at Generator.next () + at fulfilled (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/connectors/client/Client.js:31:58) + at process.processTicksAndRejections (node:internal/process/task_queues:95:5) { + statusCode: 404, + body: { message: 'connector not found, id = connector-id' } +} + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file connector-get.js 1`] = ` +[Error: Command failed: node connector-get.js +/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/connectors/client/Client.js:392 + throw new Cohere.NotFoundError(_response.error.body); + ^ + +NotFoundError: NotFoundError +Status code: 404 +Body: { + "message": "connector not found, id = connector-id" +} + at Connectors. (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/connectors/client/Client.js:392:31) + at Generator.next () + at fulfilled (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/connectors/client/Client.js:31:58) + at process.processTicksAndRejections (node:internal/process/task_queues:95:5) { + statusCode: 404, + body: { message: 'connector not found, id = connector-id' } +} + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file connector-patch.js 1`] = ` +[Error: Command failed: node connector-patch.js +file:///Users/billy/repositories/cohere-developer-experience/snippets/node/connector-patch.js:8 + const connector = await cohere.connectors.update(connector.id, { + ^ + +ReferenceError: Cannot access 'connector' before initialization + at file:///Users/billy/repositories/cohere-developer-experience/snippets/node/connector-patch.js:8:52 + at file:///Users/billy/repositories/cohere-developer-experience/snippets/node/connector-patch.js:14:3 + at ModuleJob.run (node:internal/modules/esm/module_job:222:25) + at async ModuleLoader.import (node:internal/modules/esm/loader:316:24) + at async asyncRunEntryPointWithESMLoader (node:internal/modules/run_main:123:5) + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file connectors-id-oauth-authorize-post.js 1`] = ` +[Error: Command failed: node connectors-id-oauth-authorize-post.js +/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/connectors/client/Client.js:795 + throw new Cohere.NotFoundError(_response.error.body); + ^ + +NotFoundError: NotFoundError +Status code: 404 +Body: { + "message": "connector not found, id = connector-id" +} + at Connectors. (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/connectors/client/Client.js:795:31) + at Generator.next () + at fulfilled (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/connectors/client/Client.js:31:58) + at process.processTicksAndRejections (node:internal/process/task_queues:95:5) { + statusCode: 404, + body: { message: 'connector not found, id = connector-id' } +} + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file connectors-list.js 1`] = `null`; + +exports[`Testing language node testing file dataset-get.js 1`] = ` +[Error: Command failed: node dataset-get.js +/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/datasets/client/Client.js:560 + throw new Cohere.NotFoundError(_response.error.body); + ^ + +NotFoundError: NotFoundError +Status code: 404 +Body: { + "message": "dataset with the id '<>' not found" +} + at Datasets. (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/datasets/client/Client.js:560:31) + at Generator.next () + at fulfilled (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/datasets/client/Client.js:31:58) + at process.processTicksAndRejections (node:internal/process/task_queues:95:5) { + statusCode: 404, + body: { message: "dataset with the id '<>' not found" } +} + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file dataset-post.js 1`] = ` +[Error: Command failed: node dataset-post.js +file:///Users/billy/repositories/cohere-developer-experience/snippets/node/dataset-post.js:2 +const fs = require('fs'); + ^ + +ReferenceError: require is not defined in ES module scope, you can use import instead +This file is being treated as an ES module because it has a '.js' file extension and '/Users/billy/repositories/cohere-developer-experience/package.json' contains "type": "module". To treat it as a CommonJS script, rename it to use the '.cjs' file extension. + at file:///Users/billy/repositories/cohere-developer-experience/snippets/node/dataset-post.js:2:12 + at ModuleJob.run (node:internal/modules/esm/module_job:222:25) + at async ModuleLoader.import (node:internal/modules/esm/loader:316:24) + at async asyncRunEntryPointWithESMLoader (node:internal/modules/run_main:123:5) + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file dataset-usage-get.js 1`] = `null`; + +exports[`Testing language node testing file detokenize-post.js 1`] = `null`; + +exports[`Testing language node testing file embed-jobs-cancel.js 1`] = ` +[Error: Command failed: node embed-jobs-cancel.js +/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/embedJobs/client/Client.js:507 + throw new Cohere.NotFoundError(_response.error.body); + ^ + +NotFoundError: NotFoundError +Status code: 404 +Body: { + "message": "resource not found: could not find embed job with the ID: job_id" +} + at EmbedJobs. (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/embedJobs/client/Client.js:507:31) + at Generator.next () + at fulfilled (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/embedJobs/client/Client.js:31:58) + at process.processTicksAndRejections (node:internal/process/task_queues:95:5) { + statusCode: 404, + body: { + message: 'resource not found: could not find embed job with the ID: job_id' + } +} + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file embed-jobs-get.js 1`] = `null`; + +exports[`Testing language node testing file embed-jobs-post.js 1`] = ` +[Error: Command failed: node embed-jobs-post.js +/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/embedJobs/client/Client.js:253 + throw new Cohere.NotFoundError(_response.error.body); + ^ + +NotFoundError: NotFoundError +Status code: 404 +Body: { + "message": "dataset with id my-dataset not found" +} + at EmbedJobs. (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/embedJobs/client/Client.js:253:31) + at Generator.next () + at fulfilled (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/embedJobs/client/Client.js:31:58) + at process.processTicksAndRejections (node:internal/process/task_queues:95:5) { + statusCode: 404, + body: { message: 'dataset with id my-dataset not found' } +} + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file embed-post.js 1`] = `null`; + +exports[`Testing language node testing file emebed-jobs-get.js 1`] = ` +[Error: Command failed: node emebed-jobs-get.js +/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/embedJobs/client/Client.js:383 + throw new Cohere.NotFoundError(_response.error.body); + ^ + +NotFoundError: NotFoundError +Status code: 404 +Body: { + "message": "resource not found: could not find embed job with the ID: job_id" +} + at EmbedJobs. (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/embedJobs/client/Client.js:383:31) + at Generator.next () + at fulfilled (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/embedJobs/client/Client.js:31:58) + at process.processTicksAndRejections (node:internal/process/task_queues:95:5) { + statusCode: 404, + body: { + message: 'resource not found: could not find embed job with the ID: job_id' + } +} + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file finetuning/create-finetuned-model.js 1`] = ` +[Error: Command failed: node finetuning/create-finetuned-model.js +file:///Users/billy/repositories/cohere-developer-experience/snippets/node/finetuning/create-finetuned-model.js:12 + base_type: Cohere.Finetuning.BaseType.BaseTypeChat, + ^ + +TypeError: Cannot read properties of undefined (reading 'BaseType') + at file:///Users/billy/repositories/cohere-developer-experience/snippets/node/finetuning/create-finetuned-model.js:12:38 + at file:///Users/billy/repositories/cohere-developer-experience/snippets/node/finetuning/create-finetuned-model.js:19:3 + at ModuleJob.run (node:internal/modules/esm/module_job:222:25) + at async ModuleLoader.import (node:internal/modules/esm/loader:316:24) + at async asyncRunEntryPointWithESMLoader (node:internal/modules/run_main:123:5) + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file finetuning/delete-finetuned-model.js 1`] = ` +[Error: Command failed: node finetuning/delete-finetuned-model.js +/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/finetuning/client/Client.js:379 + throw new Cohere.BadRequestError(_response.error.body); + ^ + +BadRequestError: BadRequestError +Status code: 400 +Body: { + "message": "fine-tuned model ID is not a valid UUID: 'test-id'" +} + at Finetuning. (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/finetuning/client/Client.js:379:31) + at Generator.next () + at fulfilled (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/finetuning/client/Client.js:31:58) + at process.processTicksAndRejections (node:internal/process/task_queues:95:5) { + statusCode: 400, + body: { message: "fine-tuned model ID is not a valid UUID: 'test-id'" } +} + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file finetuning/get-finetuned-model.js 1`] = ` +[Error: Command failed: node finetuning/get-finetuned-model.js +/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/finetuning/client/Client.js:296 + throw new Cohere.BadRequestError(_response.error.body); + ^ + +BadRequestError: BadRequestError +Status code: 400 +Body: { + "message": "finetuned_model.id is not a valid UUID: 'test-id'" +} + at Finetuning. (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/finetuning/client/Client.js:296:31) + at Generator.next () + at fulfilled (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/finetuning/client/Client.js:31:58) + at process.processTicksAndRejections (node:internal/process/task_queues:95:5) { + statusCode: 400, + body: { message: "finetuned_model.id is not a valid UUID: 'test-id'" } +} + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file finetuning/list-events.js 1`] = ` +[Error: Command failed: node finetuning/list-events.js +/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/finetuning/client/Client.js:580 + throw new Cohere.InternalServerError(_response.error.body); + ^ + +InternalServerError: InternalServerError +Status code: 500 +Body: { + "message": "failed to retrieve total size" +} + at Finetuning. (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/finetuning/client/Client.js:580:31) + at Generator.next () + at fulfilled (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/finetuning/client/Client.js:31:58) + at process.processTicksAndRejections (node:internal/process/task_queues:95:5) { + statusCode: 500, + body: { message: 'failed to retrieve total size' } +} + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file finetuning/list-finetuned-models.js 1`] = `null`; + +exports[`Testing language node testing file finetuning/list-training-step-metrics.js 1`] = ` +[Error: Command failed: node finetuning/list-training-step-metrics.js +/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/finetuning/client/Client.js:665 + throw new Cohere.BadRequestError(_response.error.body); + ^ + +BadRequestError: BadRequestError +Status code: 400 +Body: { + "message": "invalid finetune ID" +} + at Finetuning. (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/finetuning/client/Client.js:665:31) + at Generator.next () + at fulfilled (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/finetuning/client/Client.js:31:58) + at process.processTicksAndRejections (node:internal/process/task_queues:95:5) { + statusCode: 400, + body: { message: 'invalid finetune ID' } +} + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file finetuning/update-finetuned-model.js 1`] = ` +[Error: Command failed: node finetuning/update-finetuned-model.js +/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/core/schemas/builders/schema-utils/getSchemaUtils.js:23 + throw new JsonError_1.JsonError(raw.errors); + ^ + +JsonError: Missing required key "settings" + at Object.jsonOrThrow (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/core/schemas/builders/schema-utils/getSchemaUtils.js:23:19) + at Finetuning. (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/finetuning/client/Client.js:455:73) + at Generator.next () + at fulfilled (/Users/billy/repositories/cohere-developer-experience/node_modules/.pnpm/cohere-ai@7.14.0_@aws-sdk+client-sso-oidc@3.679.0_@aws-sdk+client-sts@3.679.0_/node_modules/cohere-ai/api/resources/finetuning/client/Client.js:31:58) { + errors: [ { path: [], message: 'Missing required key "settings"' } ] +} + +Node.js v20.13.0 +] +`; + +exports[`Testing language node testing file generate-post.js 1`] = `null`; + +exports[`Testing language node testing file models-list-get.js 1`] = `null`; + +exports[`Testing language node testing file rerank-post.js 1`] = `null`; + +exports[`Testing language node testing file summarize-post.js 1`] = `null`; + +exports[`Testing language node testing file tokenize-post.js 1`] = `null`; + +exports[`Testing language python testing file chat-post.py 1`] = `null`; + +exports[`Testing language python testing file chat-post/default.py 1`] = `null`; + +exports[`Testing language python testing file chat-post/documents.py 1`] = `null`; + +exports[`Testing language python testing file chat-post/stream.py 1`] = `null`; + +exports[`Testing language python testing file chat-post/tools.py 1`] = `null`; + +exports[`Testing language python testing file classify-post.py 1`] = `null`; + +exports[`Testing language python testing file connector-create.py 1`] = ` +[Error: Command failed: poetry run python connector-create.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/connector-create.py", line 4, in + response = co.connectors.create( + ^^^^^^^^^^^^^^^^^^^^^ + File "/Users/billy/Library/Caches/pypoetry/virtualenvs/py-snips-je53b3MO-py3.11/lib/python3.11/site-packages/cohere/connectors/client.py", line 307, in create + raise BadRequestError( +cohere.errors.bad_request_error.BadRequestError: status_code: 400, body: {'message': 'connector not reachable at https://connector-example.com/search. error: Post "https://connector-example.com/search": Internal Server Error'} +] +`; + +exports[`Testing language python testing file connector-delete.py 1`] = ` +[Error: Command failed: poetry run python connector-delete.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/connector-delete.py", line 4, in + co.connectors.delete("test-id") + File "/Users/billy/Library/Caches/pypoetry/virtualenvs/py-snips-je53b3MO-py3.11/lib/python3.11/site-packages/cohere/connectors/client.py", line 653, in delete + raise NotFoundError( +cohere.errors.not_found_error.NotFoundError: status_code: 404, body: {'message': 'connector not found, id = test-id'} +] +`; + +exports[`Testing language python testing file connector-get.py 1`] = ` +[Error: Command failed: poetry run python connector-get.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/connector-get.py", line 4, in + response = co.connectors.get("test-id") + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/Users/billy/Library/Caches/pypoetry/virtualenvs/py-snips-je53b3MO-py3.11/lib/python3.11/site-packages/cohere/connectors/client.py", line 495, in get + raise NotFoundError( +cohere.errors.not_found_error.NotFoundError: status_code: 404, body: {'message': 'connector not found, id = test-id'} +] +`; + +exports[`Testing language python testing file connector-patch.py 1`] = ` +[Error: Command failed: poetry run python connector-patch.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/connector-patch.py", line 4, in + response = co.connectors.update( + ^^^^^^^^^^^^^^^^^^^^^ +TypeError: ConnectorsClient.update() got an unexpected keyword argument 'connector_id' +] +`; + +exports[`Testing language python testing file connectors-id-oauth-authorize-post.py 1`] = ` +[Error: Command failed: poetry run python connectors-id-oauth-authorize-post.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/connectors-id-oauth-authorize-post.py", line 4, in + response = co.connectors.o_auth_authorize( + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +TypeError: ConnectorsClient.o_auth_authorize() got an unexpected keyword argument 'connector_id' +] +`; + +exports[`Testing language python testing file connectors-list.py 1`] = `null`; + +exports[`Testing language python testing file dataset-delete.py 1`] = ` +[Error: Command failed: poetry run python dataset-delete.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/dataset-delete.py", line 6, in + co.datasets.delete("id") + File "/Users/billy/Library/Caches/pypoetry/virtualenvs/py-snips-je53b3MO-py3.11/lib/python3.11/site-packages/cohere/datasets/client.py", line 840, in delete + raise NotFoundError( +cohere.errors.not_found_error.NotFoundError: status_code: 404, body: {'message': "dataset with the id 'id' not found"} +] +`; + +exports[`Testing language python testing file dataset-get.py 1`] = ` +[Error: Command failed: poetry run python dataset-get.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/dataset-get.py", line 6, in + response = co.datasets.get(id="<>") + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/Users/billy/Library/Caches/pypoetry/virtualenvs/py-snips-je53b3MO-py3.11/lib/python3.11/site-packages/cohere/datasets/client.py", line 681, in get + raise NotFoundError( +cohere.errors.not_found_error.NotFoundError: status_code: 404, body: {'message': "dataset with the id '<>' not found"} +] +`; + +exports[`Testing language python testing file dataset-post.py 1`] = ` +[Error: Command failed: poetry run python dataset-post.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/dataset-post.py", line 8, in + data=open("./chat.jsonl", "rb"), + ^^^^^^^^^^^^^^^^^^^^^^^^^^ +FileNotFoundError: [Errno 2] No such file or directory: './chat.jsonl' +] +`; + +exports[`Testing language python testing file dataset-usage-get.py 1`] = `null`; + +exports[`Testing language python testing file detokenize-post.py 1`] = `null`; + +exports[`Testing language python testing file embed-jobs-cancel.py 1`] = ` +[Error: Command failed: poetry run python embed-jobs-cancel.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/embed-jobs-cancel.py", line 6, in + co.embed_jobs.cancel("job_id") + File "/Users/billy/Library/Caches/pypoetry/virtualenvs/py-snips-je53b3MO-py3.11/lib/python3.11/site-packages/cohere/embed_jobs/client.py", line 630, in cancel + raise NotFoundError( +cohere.errors.not_found_error.NotFoundError: status_code: 404, body: {'message': 'resource not found: could not find embed job with the ID: job_id'} +] +`; + +exports[`Testing language python testing file embed-jobs-get.py 1`] = `null`; + +exports[`Testing language python testing file embed-jobs-post.py 1`] = ` +[Error: Command failed: poetry run python embed-jobs-post.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/embed-jobs-post.py", line 6, in + job = co.embed_jobs.create( + ^^^^^^^^^^^^^^^^^^^^^ + File "/Users/billy/Library/Caches/pypoetry/virtualenvs/py-snips-je53b3MO-py3.11/lib/python3.11/site-packages/cohere/embed_jobs/client.py", line 321, in create + raise NotFoundError( +cohere.errors.not_found_error.NotFoundError: status_code: 404, body: {'message': 'dataset with id my-dataset-id not found'} +] +`; + +exports[`Testing language python testing file embed-post.py 1`] = `null`; + +exports[`Testing language python testing file emebed-jobs-get.py 1`] = ` +[Error: Command failed: poetry run python emebed-jobs-get.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/emebed-jobs-get.py", line 6, in + response = co.embed_jobs.get("job_id") + ^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/Users/billy/Library/Caches/pypoetry/virtualenvs/py-snips-je53b3MO-py3.11/lib/python3.11/site-packages/cohere/embed_jobs/client.py", line 479, in get + raise NotFoundError( +cohere.errors.not_found_error.NotFoundError: status_code: 404, body: {'message': 'resource not found: could not find embed job with the ID: job_id'} +] +`; + +exports[`Testing language python testing file finetuning/create-finetuned-model.py 1`] = ` +[Error: Command failed: poetry run python finetuning/create-finetuned-model.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/finetuning/create-finetuned-model.py", line 17, in + finetuned_model = co.finetuning.create_finetuned_model( + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/Users/billy/Library/Caches/pypoetry/virtualenvs/py-snips-je53b3MO-py3.11/lib/python3.11/site-packages/cohere/finetuning/client.py", line 220, in create_finetuned_model + raise BadRequestError( +cohere.errors.bad_request_error.BadRequestError: status_code: 400, body: {'message': 'proto:\\xa0(line 1:258): unknown field "train_epoch"'} +] +`; + +exports[`Testing language python testing file finetuning/delete-finetuned-model.py 1`] = ` +[Error: Command failed: poetry run python finetuning/delete-finetuned-model.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/finetuning/delete-finetuned-model.py", line 4, in + co.finetuning.delete_finetuned_model("test-id") + File "/Users/billy/Library/Caches/pypoetry/virtualenvs/py-snips-je53b3MO-py3.11/lib/python3.11/site-packages/cohere/finetuning/client.py", line 436, in delete_finetuned_model + raise BadRequestError( +cohere.errors.bad_request_error.BadRequestError: status_code: 400, body: {'message': "fine-tuned model ID is not a valid UUID: 'test-id'"} +] +`; + +exports[`Testing language python testing file finetuning/get-finetuned-model.py 1`] = ` +[Error: Command failed: poetry run python finetuning/get-finetuned-model.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/finetuning/get-finetuned-model.py", line 4, in + response = co.finetuning.get_finetuned_model("test-id") + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/Users/billy/Library/Caches/pypoetry/virtualenvs/py-snips-je53b3MO-py3.11/lib/python3.11/site-packages/cohere/finetuning/client.py", line 328, in get_finetuned_model + raise BadRequestError( +cohere.errors.bad_request_error.BadRequestError: status_code: 400, body: {'message': "finetuned_model.id is not a valid UUID: 'test-id'"} +] +`; + +exports[`Testing language python testing file finetuning/list-events.py 1`] = ` +[Error: Command failed: poetry run python finetuning/list-events.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/finetuning/list-events.py", line 4, in + response = co.finetuning.list_events(finetuned_model_id="test-id") + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/Users/billy/Library/Caches/pypoetry/virtualenvs/py-snips-je53b3MO-py3.11/lib/python3.11/site-packages/cohere/finetuning/client.py", line 779, in list_events + raise InternalServerError( +cohere.errors.internal_server_error.InternalServerError: status_code: 500, body: {'message': 'failed to retrieve total size'} +] +`; + +exports[`Testing language python testing file finetuning/list-finetuned-models.py 1`] = `null`; + +exports[`Testing language python testing file finetuning/list-training-step-metrics.py 1`] = ` +[Error: Command failed: poetry run python finetuning/list-training-step-metrics.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/finetuning/list-training-step-metrics.py", line 4, in + train_step_metrics = co.finetuning.list_training_step_metrics( + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/Users/billy/Library/Caches/pypoetry/virtualenvs/py-snips-je53b3MO-py3.11/lib/python3.11/site-packages/cohere/finetuning/client.py", line 862, in list_training_step_metrics + raise BadRequestError( +cohere.errors.bad_request_error.BadRequestError: status_code: 400, body: {'message': 'invalid finetune ID'} +] +`; + +exports[`Testing language python testing file finetuning/update-finetuned-model.py 1`] = ` +[Error: Command failed: poetry run python finetuning/update-finetuned-model.py +Traceback (most recent call last): + File "/Users/billy/repositories/cohere-developer-experience/snippets/python/finetuning/update-finetuned-model.py", line 8, in + finetuned_model = co.finetuning.update_finetuned_model( + ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + File "/Users/billy/Library/Caches/pypoetry/virtualenvs/py-snips-je53b3MO-py3.11/lib/python3.11/site-packages/cohere/finetuning/client.py", line 605, in update_finetuned_model + raise BadRequestError( +cohere.errors.bad_request_error.BadRequestError: status_code: 400, body: {'message': "finetuned_model.id is not a valid UUID: 'test-id'"} +] +`; + +exports[`Testing language python testing file generate-post.py 1`] = `null`; + +exports[`Testing language python testing file models-list-get.py 1`] = `null`; + +exports[`Testing language python testing file rerank-post.py 1`] = `null`; + +exports[`Testing language python testing file summarize-post.py 1`] = `null`; + +exports[`Testing language python testing file tokenize-post.py 1`] = `null`; diff --git a/packages/snippet-tester/src/tests/snippets.test.ts b/packages/snippet-tester/src/tests/snippets.test.ts new file mode 100644 index 00000000..d93311bb --- /dev/null +++ b/packages/snippet-tester/src/tests/snippets.test.ts @@ -0,0 +1,32 @@ +import { describe, expect, test } from '@jest/globals'; +import * as fs from "fs"; +import { glob } from "glob"; +import path from 'path'; +import { config, Language } from '../config'; +import { execCmd } from '../utils'; + +// recurse up until you find a pnpm-workspace.yaml +const findPnpmWorkspaceDir = (curDir = __dirname) => { + if (curDir === "/") { + throw new Error("Could not find pnpm-workspace.yaml") + } + + if (fs.existsSync(path.resolve(curDir, "pnpm-lock.yaml"))) { + return curDir + } + + return findPnpmWorkspaceDir(fs.realpathSync(path.resolve(curDir, ".."))) +} + +const workspaceDir = findPnpmWorkspaceDir() + +describe.each(config.languages.map(o => [o.name, o] as [string, Language]))("Testing language %s", (name, lang) => { + const cwd = lang.snippetRoot(workspaceDir) + const filePaths = glob.globSync(lang.glob, { cwd }) + + test.concurrent.each(filePaths)('testing file %s', async (filePath) => { + const { error } = await execCmd(lang.exec(filePath), cwd) + + expect(error).toMatchSnapshot() + }, 1000000); +}) \ No newline at end of file diff --git a/packages/snippet-tester/src/utils.ts b/packages/snippet-tester/src/utils.ts new file mode 100644 index 00000000..19bc9ded --- /dev/null +++ b/packages/snippet-tester/src/utils.ts @@ -0,0 +1,63 @@ +import * as childProcess from "child_process" +import fs from "fs" + +export const findAndReplace = async (paths: string[], find: RegExp, replace: string) => { + await Promise.all(paths.map(async (path) => { + const file = await fs.promises.readFile(path) + const content = file.toString() + const newContent = content.replace(find, replace) + await fs.promises.writeFile(path, newContent) + })) +} + +export const execCmd = async (cmd: string, cwd: string): Promise<{error: null | childProcess.ExecException, stderr: string, stdout: string}> => { + return new Promise((resolve, reject) => { + try { + childProcess.exec(cmd, {cwd}, (error, stdout, stderr) => { + if (error) { + resolve({error, stderr, stdout}) + } + resolve({ error, stderr, stdout}) + }) + } catch (error) { + resolve({error, stderr: '', stdout: ''}) + } + }) +} + +export const getFilesByExtension = async (base: string, extension: string): Promise => { + const list = await fs.promises.readdir(base) + const all = await Promise.all(list.flatMap((file) => { + const filepath = `${base}/${file}` + + if (fs.statSync(filepath).isDirectory()) { + return getFilesByExtension(filepath, extension) + } else if (file.endsWith(extension)) { + return filepath + } + + return [] + })) + + return all.flat() +} + +export const execTypescriptFile = async (projectRoot: string, file: string) => { + const cmd = `npx ts-node ${file}` + return execCmd(cmd, projectRoot) +} + +export const execJavaFile = async (projectRoot: string, file: string) => { + const cmd = `java ${file}` + return execCmd(cmd, projectRoot) +} + +export const execPythonFile = async (projectRoot: string, file: string) => { + const cmd = `python ${file}` + return execCmd(cmd, projectRoot) +} + +export const execGoFile = async (projectRoot: string, file: string) => { + const cmd = `go run ${file}` + return execCmd(cmd, projectRoot) +} diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index ded4ffd3..52ae3055 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -8,13 +8,15 @@ importers: .: dependencies: - gray-matter: - specifier: ^4.0.3 - version: 4.0.3 - + cohere-ai: + specifier: ^7.14.0 + version: 7.14.0(@aws-sdk/client-sso-oidc@3.679.0(@aws-sdk/client-sts@3.679.0)) fern-api: specifier: ^0.41.16 version: 0.41.16 + gray-matter: + specifier: ^4.0.3 + version: 4.0.3 react: specifier: ^18.3.1 version: 18.3.1 @@ -30,7 +32,56 @@ importers: version: 1.2.1 tailwindcss: specifier: 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dependencies: + whatwg-url: 5.0.0 + + node-int64@0.4.0: {} + + node-releases@2.0.18: {} + + nodemon@3.1.7: + dependencies: + chokidar: 3.6.0 + debug: 4.3.7(supports-color@5.5.0) + ignore-by-default: 1.0.1 + minimatch: 3.1.2 + pstree.remy: 1.1.8 + semver: 7.6.3 + simple-update-notifier: 2.0.0 + supports-color: 5.5.0 + touch: 3.1.1 + undefsafe: 2.0.5 + normalize-path@3.0.0: {} + npm-run-path@4.0.1: + dependencies: + path-key: 3.1.1 + object-assign@4.1.1: {} object-hash@3.0.0: {} + object-inspect@1.13.2: {} + + once@1.4.0: + dependencies: + wrappy: 1.0.2 + + onetime@5.1.2: + dependencies: + mimic-fn: 2.1.0 + only-allow@1.2.1: dependencies: which-pm-runs: 1.1.0 + p-limit@2.3.0: + dependencies: + p-try: 2.2.0 + + p-limit@3.1.0: + dependencies: + yocto-queue: 0.1.0 + + p-locate@4.1.0: + dependencies: + p-limit: 2.3.0 + + p-locate@5.0.0: + dependencies: + p-limit: 3.1.0 + + p-try@2.2.0: {} + package-json-from-dist@1.0.0: {} + parse-json@5.2.0: + dependencies: + '@babel/code-frame': 7.26.0 + 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object-inspect: 1.13.2 + + signal-exit@3.0.7: {} + signal-exit@4.1.0: {} + simple-update-notifier@2.0.0: + dependencies: + semver: 7.6.3 + + sisteransi@1.0.5: {} + + slash@3.0.0: {} + source-map-js@1.2.0: {} + source-map-support@0.5.13: + dependencies: + buffer-from: 1.1.2 + source-map: 0.6.1 + + source-map@0.6.1: {} + sprintf-js@1.0.3: {} + stack-utils@2.0.6: + dependencies: + escape-string-regexp: 2.0.0 + + string-length@4.0.2: + dependencies: + char-regex: 1.0.2 + strip-ansi: 6.0.1 + string-width@4.2.3: dependencies: emoji-regex: 8.0.0 @@ -919,6 +5935,10 @@ snapshots: emoji-regex: 9.2.2 strip-ansi: 7.1.0 + string_decoder@1.3.0: + dependencies: + safe-buffer: 5.2.1 + strip-ansi@6.0.1: dependencies: ansi-regex: 5.0.1 @@ -929,6 +5949,14 @@ snapshots: strip-bom-string@1.0.0: {} + strip-bom@4.0.0: {} + + strip-final-newline@2.0.0: {} + + strip-json-comments@3.1.1: {} + + strnum@1.0.5: {} + sucrase@3.35.0: dependencies: '@jridgewell/gen-mapping': 0.3.5 @@ -939,9 +5967,21 @@ snapshots: 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v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM= +github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4= +github.com/stretchr/testify v1.7.0 h1:nwc3DEeHmmLAfoZucVR881uASk0Mfjw8xYJ99tb5CcY= +github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg= +gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA= +gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= diff --git a/snippets/node/chat-post/default.js b/snippets/node/chat-post/default.js new file mode 100644 index 00000000..d869a475 --- /dev/null +++ b/snippets/node/chat-post/default.js @@ -0,0 +1,22 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const response = await cohere.chat({ + chatHistory: [ + { role: 'USER', message: 'Who discovered gravity?' }, + { + role: 'CHATBOT', + message: 'The man who is widely credited with discovering gravity is Sir Isaac Newton', + }, + ], + message: 'What year was he born?', + // perform web search before answering the question. You can also use your own custom connector. + connectors: [{ id: 'web-search' }], + }); + + console.log(response); +})(); diff --git a/snippets/node/chat-post/documents.js b/snippets/node/chat-post/documents.js new file mode 100644 index 00000000..cb8228ba --- /dev/null +++ b/snippets/node/chat-post/documents.js @@ -0,0 +1,35 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const response = await cohere.chat({ + message: 'Who is more popular: Nsync or Backstreet Boys?', + documents: [ + { + title: 'CSPC: Backstreet Boys Popularity Analysis - ChartMasters', + snippet: + '↓ Skip to Main Content\n\nMusic industry – One step closer to being accurate\n\nCSPC: Backstreet Boys Popularity Analysis\n\nHernán Lopez Posted on February 9, 2017 Posted in CSPC 72 Comments Tagged with Backstreet Boys, Boy band\n\nAt one point, Backstreet Boys defined success: massive albums sales across the globe, great singles sales, plenty of chart topping releases, hugely hyped tours and tremendous media coverage.\n\nIt is true that they benefited from extraordinarily good market conditions in all markets. After all, the all-time record year for the music business, as far as revenues in billion dollars are concerned, was actually 1999. That is, back when this five men group was at its peak.', + }, + { + title: 'CSPC: NSYNC Popularity Analysis - ChartMasters', + snippet: + "↓ Skip to Main Content\n\nMusic industry – One step closer to being accurate\n\nCSPC: NSYNC Popularity Analysis\n\nMJD Posted on February 9, 2018 Posted in CSPC 27 Comments Tagged with Boy band, N'Sync\n\nAt the turn of the millennium three teen acts were huge in the US, the Backstreet Boys, Britney Spears and NSYNC. The latter is the only one we haven’t study so far. It took 15 years and Adele to break their record of 2,4 million units sold of No Strings Attached in its first week alone.\n\nIt wasn’t a fluke, as the second fastest selling album of the Soundscan era prior 2015, was also theirs since Celebrity debuted with 1,88 million units sold.", + }, + { + title: 'CSPC: Backstreet Boys Popularity Analysis - ChartMasters', + snippet: + ' 1997, 1998, 2000 and 2001 also rank amongst some of the very best years.\n\nYet the way many music consumers – especially teenagers and young women’s – embraced their output deserves its own chapter. If Jonas Brothers and more recently One Direction reached a great level of popularity during the past decade, the type of success achieved by Backstreet Boys is in a completely different level as they really dominated the business for a few years all over the world, including in some countries that were traditionally hard to penetrate for Western artists.\n\nWe will try to analyze the extent of that hegemony with this new article with final results which will more than surprise many readers.', + }, + { + title: 'CSPC: NSYNC Popularity Analysis - ChartMasters', + snippet: + ' Was the teen group led by Justin Timberlake really that big? Was it only in the US where they found success? Or were they a global phenomenon?\n\nAs usual, I’ll be using the Commensurate Sales to Popularity Concept in order to relevantly gauge their results. This concept will not only bring you sales information for all NSYNC‘s albums, physical and download singles, as well as audio and video streaming, but it will also determine their true popularity. If you are not yet familiar with the CSPC method, the next page explains it with a short video. I fully recommend watching the video before getting into the sales figures.', + }, + ], + }); + + console.log(response); +})(); diff --git a/snippets/node/chat-post/stream.js b/snippets/node/chat-post/stream.js new file mode 100644 index 00000000..4dd22260 --- /dev/null +++ b/snippets/node/chat-post/stream.js @@ -0,0 +1,26 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const chatStream = await cohere.chatStream({ + chatHistory: [ + { role: 'USER', message: 'Who discovered gravity?' }, + { + role: 'CHATBOT', + message: 'The man who is widely credited with discovering gravity is Sir Isaac Newton', + }, + ], + message: 'What year was he born?', + // perform web search before answering the question. You can also use your own custom connector. + connectors: [{ id: 'web-search' }], + }); + + for await (const message of chatStream) { + if (message.eventType === 'text-generation') { + process.stdout.write(message); + } + } +})(); diff --git a/snippets/node/chat-post/tools.js b/snippets/node/chat-post/tools.js new file mode 100644 index 00000000..d647e500 --- /dev/null +++ b/snippets/node/chat-post/tools.js @@ -0,0 +1,40 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const response = await cohere.chat({ + message: + "Can you provide a sales summary for 29th September 2023, and also give me some details about the products in the 'Electronics' category, for example their prices and stock levels?", + tools: [ + { + name: 'query_daily_sales_report', + description: + 'Connects to a database to retrieve overall sales volumes and sales information for a given day.', + parameterDefinitions: { + day: { + description: 'Retrieves sales data for this day, formatted as YYYY-MM-DD.', + type: 'str', + required: true, + }, + }, + }, + { + name: 'query_product_catalog', + description: + 'Connects to a a product catalog with information about all the products being sold, including categories, prices, and stock levels.', + parameterDefinitions: { + category: { + description: 'Retrieves product information data for all products in this category.', + type: 'str', + required: true, + }, + }, + }, + ], + }); + + console.log(response); +})(); diff --git a/snippets/node/classify-post.js b/snippets/node/classify-post.js new file mode 100644 index 00000000..28118f6e --- /dev/null +++ b/snippets/node/classify-post.js @@ -0,0 +1,25 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const classify = await cohere.classify({ + examples: [ + { text: "Dermatologists don't like her!", label: 'Spam' }, + { text: "'Hello, open to this?'", label: 'Spam' }, + { text: 'I need help please wire me $1000 right now', label: 'Spam' }, + { text: 'Nice to know you ;)', label: 'Spam' }, + { text: 'Please help me?', label: 'Spam' }, + { text: 'Your parcel will be delivered today', label: 'Not spam' }, + { text: 'Review changes to our Terms and Conditions', label: 'Not spam' }, + { text: 'Weekly sync notes', label: 'Not spam' }, + { text: "'Re: Follow up from today's meeting'", label: 'Not spam' }, + { text: 'Pre-read for tomorrow', label: 'Not spam' }, + ], + inputs: ['Confirm your email address', 'hey i need u to send some $'], + }); + + console.log(classify); +})(); diff --git a/snippets/node/connector-create.js b/snippets/node/connector-create.js new file mode 100644 index 00000000..2869531d --- /dev/null +++ b/snippets/node/connector-create.js @@ -0,0 +1,15 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const connector = await cohere.connectors.create({ + name: 'test-connector', + url: 'https://example.com/search', + description: 'A test connector', + }); + + console.log(connector); +})(); diff --git a/snippets/node/connector-delete.js b/snippets/node/connector-delete.js new file mode 100644 index 00000000..e31af9d1 --- /dev/null +++ b/snippets/node/connector-delete.js @@ -0,0 +1,9 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + await cohere.connectors.delete('connector-id'); +})(); diff --git a/snippets/node/connector-get.js b/snippets/node/connector-get.js new file mode 100644 index 00000000..70a1559e --- /dev/null +++ b/snippets/node/connector-get.js @@ -0,0 +1,11 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const connector = await cohere.connectors.get('connector-id'); + + console.log(connector); +})(); diff --git a/snippets/node/connector-patch.js b/snippets/node/connector-patch.js new file mode 100644 index 00000000..cad6446e --- /dev/null +++ b/snippets/node/connector-patch.js @@ -0,0 +1,14 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const connector = await cohere.connectors.update(connector.id, { + name: 'test-connector-renamed', + description: 'A test connector renamed', + }); + + console.log(connector); +})(); diff --git a/snippets/node/connectors-id-oauth-authorize-post.js b/snippets/node/connectors-id-oauth-authorize-post.js new file mode 100644 index 00000000..e4bd31af --- /dev/null +++ b/snippets/node/connectors-id-oauth-authorize-post.js @@ -0,0 +1,13 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const connector = await cohere.connectors.oAuthAuthorize('connector-id', { + redirect_uri: 'https://example.com/oauth/callback', + }); + + console.log(connector); +})(); diff --git a/snippets/node/connectors-list.js b/snippets/node/connectors-list.js new file mode 100644 index 00000000..39dfa840 --- /dev/null +++ b/snippets/node/connectors-list.js @@ -0,0 +1,11 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const connectors = await cohere.connectors.list(); + + console.log(connectors); +})(); diff --git a/snippets/node/dataset-get.js b/snippets/node/dataset-get.js new file mode 100644 index 00000000..89d28107 --- /dev/null +++ b/snippets/node/dataset-get.js @@ -0,0 +1,11 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const datasets = await cohere.datasets.get('<>'); + + console.log(datasets); +})(); diff --git a/snippets/node/dataset-post.js b/snippets/node/dataset-post.js new file mode 100644 index 00000000..91e98cca --- /dev/null +++ b/snippets/node/dataset-post.js @@ -0,0 +1,14 @@ +import { CohereClient } from 'cohere-ai'; +const fs = require('fs'); + +const cohere = new CohereClient({ + +}); + +(async () => { + const file = fs.createReadStream('embed_jobs_sample_data.jsonl'); // {"text": "The quick brown fox jumps over the lazy dog"} + + const dataset = await cohere.datasets.create({ name: 'my-dataset', type: 'embed-input' }, file); + + console.log(dataset); +})(); diff --git a/snippets/node/dataset-usage-get.js b/snippets/node/dataset-usage-get.js new file mode 100644 index 00000000..410f5e62 --- /dev/null +++ b/snippets/node/dataset-usage-get.js @@ -0,0 +1,11 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const usage = await cohere.datasets.getUsage('id'); + + console.log(usage); +})(); diff --git a/snippets/node/detokenize-post.js b/snippets/node/detokenize-post.js new file mode 100644 index 00000000..5cd6933c --- /dev/null +++ b/snippets/node/detokenize-post.js @@ -0,0 +1,14 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const detokenize = await cohere.detokenize({ + tokens: [10002, 2261, 2012, 8, 2792, 43], + model: 'command', + }); + + console.log(detokenize); +})(); diff --git a/snippets/node/embed-jobs-cancel.js b/snippets/node/embed-jobs-cancel.js new file mode 100644 index 00000000..609d3a4c --- /dev/null +++ b/snippets/node/embed-jobs-cancel.js @@ -0,0 +1,11 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const embedJob = await cohere.embedJobs.cancel('job_id'); + + console.log(embedJob); +})(); diff --git a/snippets/node/embed-jobs-get.js b/snippets/node/embed-jobs-get.js new file mode 100644 index 00000000..4dae4e7f --- /dev/null +++ b/snippets/node/embed-jobs-get.js @@ -0,0 +1,11 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const embedJobs = await cohere.embedJobs.list(); + + console.log(embedJobs); +})(); diff --git a/snippets/node/embed-jobs-post.js b/snippets/node/embed-jobs-post.js new file mode 100644 index 00000000..55f3a7e4 --- /dev/null +++ b/snippets/node/embed-jobs-post.js @@ -0,0 +1,15 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const embedJob = await cohere.embedJobs.create({ + datasetId: 'my-dataset', + inputType: 'search_document', + model: 'embed-english-v3.0', + }); + + console.log(embedJob); +})(); diff --git a/snippets/node/embed-post.js b/snippets/node/embed-post.js new file mode 100644 index 00000000..ac441625 --- /dev/null +++ b/snippets/node/embed-post.js @@ -0,0 +1,14 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const embed = await cohere.embed({ + texts: ['hello', 'goodbye'], + model: 'embed-english-v3.0', + inputType: 'classification', + }); + console.log(embed); +})(); diff --git a/snippets/node/emebed-jobs-get.js b/snippets/node/emebed-jobs-get.js new file mode 100644 index 00000000..b25cf1ae --- /dev/null +++ b/snippets/node/emebed-jobs-get.js @@ -0,0 +1,11 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const embedJob = await cohere.embedJobs.get('job_id'); + + console.log(embedJob); +})(); diff --git a/snippets/node/finetuning/create-finetuned-model.js b/snippets/node/finetuning/create-finetuned-model.js new file mode 100644 index 00000000..84ec08f8 --- /dev/null +++ b/snippets/node/finetuning/create-finetuned-model.js @@ -0,0 +1,19 @@ +import { Cohere, CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const finetunedModel = await cohere.finetuning.createFinetunedModel({ + name: 'test-finetuned-model', + settings: { + base_model: { + base_type: Cohere.Finetuning.BaseType.BaseTypeChat, + }, + dataset_id: 'test-dataset-id', + }, + }); + + console.log(finetunedModel); +})(); diff --git a/snippets/node/finetuning/delete-finetuned-model.js b/snippets/node/finetuning/delete-finetuned-model.js new file mode 100644 index 00000000..f6bef36a --- /dev/null +++ b/snippets/node/finetuning/delete-finetuned-model.js @@ -0,0 +1,9 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + await cohere.finetuning.deleteFinetunedModel('test-id'); +})(); diff --git a/snippets/node/finetuning/get-finetuned-model.js b/snippets/node/finetuning/get-finetuned-model.js new file mode 100644 index 00000000..f5779d1b --- /dev/null +++ b/snippets/node/finetuning/get-finetuned-model.js @@ -0,0 +1,11 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const finetunedModel = await cohere.finetuning.getFinetunedModel('test-id'); + + console.log(finetunedModel); +})(); diff --git a/snippets/node/finetuning/list-events.js b/snippets/node/finetuning/list-events.js new file mode 100644 index 00000000..a1b0a69f --- /dev/null +++ b/snippets/node/finetuning/list-events.js @@ -0,0 +1,11 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const events = await cohere.finetuning.listEvents('test-finetuned-model-id'); + + console.log(events); +})(); diff --git a/snippets/node/finetuning/list-finetuned-models.js b/snippets/node/finetuning/list-finetuned-models.js new file mode 100644 index 00000000..a2b52d96 --- /dev/null +++ b/snippets/node/finetuning/list-finetuned-models.js @@ -0,0 +1,11 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const finetunedModels = await cohere.finetuning.listFinetunedModels(); + + console.log(finetunedModels); +})(); diff --git a/snippets/node/finetuning/list-training-step-metrics.js b/snippets/node/finetuning/list-training-step-metrics.js new file mode 100644 index 00000000..abcc3293 --- /dev/null +++ b/snippets/node/finetuning/list-training-step-metrics.js @@ -0,0 +1,13 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const trainingStepMetrics = await cohere.finetuning.listTrainingStepMetrics( + 'test-finetuned-model-id' + ); + + console.log(trainingStepMetrics); +})(); diff --git a/snippets/node/finetuning/update-finetuned-model.js b/snippets/node/finetuning/update-finetuned-model.js new file mode 100644 index 00000000..ec2d293f --- /dev/null +++ b/snippets/node/finetuning/update-finetuned-model.js @@ -0,0 +1,13 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const finetunedModel = await cohere.finetuning.updateFinetunedModel('test-id', { + name: 'new name', + }); + + console.log(finetunedModel); +})(); diff --git a/snippets/node/generate-post.js b/snippets/node/generate-post.js new file mode 100644 index 00000000..344d5670 --- /dev/null +++ b/snippets/node/generate-post.js @@ -0,0 +1,13 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const generate = await cohere.generate({ + prompt: 'Please explain to me how LLMs work', + }); + + console.log(generate); +})(); diff --git a/snippets/node/models-list-get.js b/snippets/node/models-list-get.js new file mode 100644 index 00000000..3148da06 --- /dev/null +++ b/snippets/node/models-list-get.js @@ -0,0 +1,11 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const models = await cohere.models.list(); + + console.log(models); +})(); diff --git a/snippets/node/rerank-post.js b/snippets/node/rerank-post.js new file mode 100644 index 00000000..3dcbe73c --- /dev/null +++ b/snippets/node/rerank-post.js @@ -0,0 +1,30 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const rerank = await cohere.rerank({ + documents: [ + { text: 'Carson City is the capital city of the American state of Nevada.' }, + { + text: 'The Commonwealth of the Northern Mariana Islands is a group of islands in the Pacific Ocean. Its capital is Saipan.', + }, + { + text: 'Capitalization or capitalisation in English grammar is the use of a capital letter at the start of a word. English usage varies from capitalization in other languages.', + }, + { + text: 'Washington, D.C. (also known as simply Washington or D.C., and officially as the District of Columbia) is the capital of the United States. It is a federal district.', + }, + { + text: 'Capital punishment (the death penalty) has existed in the United States since beforethe United States was a country. As of 2017, capital punishment is legal in 30 of the 50 states.', + }, + ], + query: 'What is the capital of the United States?', + topN: 3, + model: 'rerank-english-v3.0', + }); + + console.log(rerank); +})(); diff --git a/snippets/node/summarize-post.js b/snippets/node/summarize-post.js new file mode 100644 index 00000000..9f1f40f0 --- /dev/null +++ b/snippets/node/summarize-post.js @@ -0,0 +1,33 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient({ + +}); + +(async () => { + const summarize = await cohere.summarize({ + text: + 'Ice cream is a sweetened frozen food typically eaten as a snack or dessert. ' + + 'It may be made from milk or cream and is flavoured with a sweetener, ' + + 'either sugar or an alternative, and a spice, such as cocoa or vanilla, ' + + 'or with fruit such as strawberries or peaches. ' + + 'It can also be made by whisking a flavored cream base and liquid nitrogen together. ' + + 'Food coloring is sometimes added, in addition to stabilizers. ' + + 'The mixture is cooled below the freezing point of water and stirred to incorporate air spaces ' + + 'and to prevent detectable ice crystals from forming. The result is a smooth, ' + + 'semi-solid foam that is solid at very low temperatures (below 2 °C or 35 °F). ' + + 'It becomes more malleable as its temperature increases.\n\n' + + 'The meaning of the name "ice cream" varies from one country to another. ' + + 'In some countries, such as the United States, "ice cream" applies only to a specific variety, ' + + 'and most governments regulate the commercial use of the various terms according to the ' + + 'relative quantities of the main ingredients, notably the amount of cream. ' + + 'Products that do not meet the criteria to be called ice cream are sometimes labelled ' + + '"frozen dairy dessert" instead. In other countries, such as Italy and Argentina, ' + + 'one word is used fo\r all variants. Analogues made from dairy alternatives, ' + + "such as goat's or sheep's milk, or milk substitutes " + + '(e.g., soy, cashew, coconut, almond milk or tofu), are available for those who are ' + + 'lactose intolerant, allergic to dairy protein or vegan.', + }); + + console.log(summarize); +})(); diff --git a/snippets/node/tokenize-post.js b/snippets/node/tokenize-post.js new file mode 100644 index 00000000..b0383304 --- /dev/null +++ b/snippets/node/tokenize-post.js @@ -0,0 +1,12 @@ +import { CohereClient } from 'cohere-ai'; + +const cohere = new CohereClient(); + +(async () => { + const response = await cohere.tokenize({ + text: 'tokenize me! :D', + model: 'command', // optional + }); + + console.log(response); +})(); From 1c0bac22482c5410345f02e52d1fd5c71d7ce169 Mon Sep 17 00:00:00 2001 From: Max Shkutnyk Date: Mon, 25 Nov 2024 19:03:57 +0200 Subject: [PATCH 06/10] Format code samples (#257) * format code samples, remove non-python entries from python code samples * auto-format more code snippets * Fix pip install snippets * rename check-mdx-frontmatter to cjs --------- Co-authored-by: Max Shkutnyk Co-authored-by: trentfowlercohere <141260477+trentfowlercohere@users.noreply.github.com> --- ...ontmatter.js => check-mdx-frontmatter.cjs} | 0 .github/workflows/check-mdx-frontmatter.yml | 2 +- .../cookbooks/convfinqa-finetuning-wandb.mdx | 4 +- ...deploy-finetuned-model-aws-marketplace.mdx | 11 ++- .../pages/cookbooks/finetune-on-sagemaker.mdx | 7 +- fern/pages/cookbooks/rag-cohere-mongodb.mdx | 86 +++++++++---------- .../retrieval-augmented-generation-rag.mdx | 6 +- .../structured-outputs-json.mdx | 4 +- .../generating-multi-faceted-queries.mdx | 10 +-- 9 files changed, 65 insertions(+), 65 deletions(-) rename .github/scripts/{check-mdx-frontmatter.js => check-mdx-frontmatter.cjs} (100%) diff --git a/.github/scripts/check-mdx-frontmatter.js b/.github/scripts/check-mdx-frontmatter.cjs similarity index 100% rename from .github/scripts/check-mdx-frontmatter.js rename to .github/scripts/check-mdx-frontmatter.cjs diff --git a/.github/workflows/check-mdx-frontmatter.yml b/.github/workflows/check-mdx-frontmatter.yml index dcf134ea..ae23f208 100644 --- a/.github/workflows/check-mdx-frontmatter.yml +++ b/.github/workflows/check-mdx-frontmatter.yml @@ -26,4 +26,4 @@ jobs: run: pnpm install - name: Run MDX frontmatter check - run: node .github/scripts/check-mdx-frontmatter.js + run: node .github/scripts/check-mdx-frontmatter.cjs diff --git a/fern/pages/cookbooks/convfinqa-finetuning-wandb.mdx b/fern/pages/cookbooks/convfinqa-finetuning-wandb.mdx index 63943717..d4e29412 100644 --- a/fern/pages/cookbooks/convfinqa-finetuning-wandb.mdx +++ b/fern/pages/cookbooks/convfinqa-finetuning-wandb.mdx @@ -55,10 +55,10 @@ from cohere.finetuning import ( ) # fill in your Cohere API key here -os.environ['COHERE_API_KEY'] = "" +os.environ["COHERE_API_KEY"] = "" # instantiate the Cohere client -co = cohere.Client(os.environ['COHERE_API_KEY']) +co = cohere.Client(os.environ["COHERE_API_KEY"]) ``` ## Dataset diff --git a/fern/pages/cookbooks/deploy-finetuned-model-aws-marketplace.mdx b/fern/pages/cookbooks/deploy-finetuned-model-aws-marketplace.mdx index 3318e9a9..d82b98ac 100644 --- a/fern/pages/cookbooks/deploy-finetuned-model-aws-marketplace.mdx +++ b/fern/pages/cookbooks/deploy-finetuned-model-aws-marketplace.mdx @@ -71,8 +71,8 @@ To subscribe to the algorithm: Install the Python packages you will use below and import them. For example, you can run the command below to install `cohere` if you haven't done so. -```python -!pip install "cohere>=5.11.0" +```sh +pip install "cohere>=5.11.0" ``` @@ -200,9 +200,10 @@ save_hf_model(merged_weights_dir, merged_model) ```python -%%time sess = sage.Session() -merged_weights = S3Uploader.upload(merged_weights_dir, s3_checkpoint_dir, sagemaker_session=sess) +merged_weights = S3Uploader.upload( + merged_weights_dir, s3_checkpoint_dir, sagemaker_session=sess +) print("merged_weights", merged_weights) ``` @@ -213,7 +214,6 @@ Create Cohere client and use it to export the merged weights to the TensorRT-LLM ```python -%%time co = cohere.SagemakerClient(aws_region=region) co.sagemaker_finetuning.export_finetune( arn=arn, @@ -232,7 +232,6 @@ The Cohere client provides a built-in method to create an endpoint for inference ```python -%%time co.sagemaker_finetuning.create_endpoint( arn=arn, endpoint_name=endpoint_name, diff --git a/fern/pages/cookbooks/finetune-on-sagemaker.mdx b/fern/pages/cookbooks/finetune-on-sagemaker.mdx index 5d11a04f..329cee60 100644 --- a/fern/pages/cookbooks/finetune-on-sagemaker.mdx +++ b/fern/pages/cookbooks/finetune-on-sagemaker.mdx @@ -58,10 +58,11 @@ To subscribe to the model algorithm: 2. On the AWS Marketplace listing, click on the **Continue to Subscribe** button. 3. On the **Subscribe to this software** page, review and click on **"Accept Offer"** if you and your organization agrees with EULA, pricing, and support terms. On the "Configure and launch" page, make sure ARN displayed in your region match with the ARN in the following cell. +```sh +pip install "cohere>=5.11.0" +``` ```python -!pip install "cohere>=5.11.0" - import cohere import boto3 import sagemaker as sage @@ -297,7 +298,7 @@ from tqdm import tqdm total = 0 correct = 0 for line in tqdm( - open('./sample_finetune_scienceQA_eval.jsonl').readlines() + open("./sample_finetune_scienceQA_eval.jsonl").readlines() ): total += 1 question_answer_json = json.loads(line) diff --git a/fern/pages/cookbooks/rag-cohere-mongodb.mdx b/fern/pages/cookbooks/rag-cohere-mongodb.mdx index 68e29962..a033294a 100644 --- a/fern/pages/cookbooks/rag-cohere-mongodb.mdx +++ b/fern/pages/cookbooks/rag-cohere-mongodb.mdx @@ -52,8 +52,8 @@ Libraries: -```python -!pip install --quiet datasets tqdm cohere pymongo +```sh +pip install --quiet datasets tqdm cohere pymongo ``` @@ -183,11 +183,11 @@ def combine_attributes(row): combined = f"{row['company']} {row['sector']} " # Add reports information - for report in row['reports']: + for report in row["reports"]: combined += f"{report['year']} {report['title']} {report['author']} {report['content']} " # Add recent news information - for news in row['recent_news']: + for news in row["recent_news"]: combined += f"{news['headline']} {news['summary']} " return combined.strip() @@ -196,7 +196,7 @@ def combine_attributes(row): ```python # Add the new column 'combined_attributes' -dataset_df['combined_attributes'] = dataset_df.apply( +dataset_df["combined_attributes"] = dataset_df.apply( combine_attributes, axis=1 ) ``` @@ -204,7 +204,7 @@ dataset_df['combined_attributes'] = dataset_df.apply( ```python # Display the first few rows of the updated dataframe -dataset_df[['company', 'ticker', 'combined_attributes']].head() +dataset_df[["company", "ticker", "combined_attributes"]].head() ```
@@ -270,7 +270,7 @@ def get_embedding( texts=[text], model=model, input_type=input_type, # Used for embeddings of search queries run against a vector DB to find relevant documents - embedding_types=['float'], + embedding_types=["float"], ) return response.embeddings.float[0] @@ -279,7 +279,7 @@ def get_embedding( # Apply the embedding function with a progress bar tqdm.pandas(desc="Generating embeddings") dataset_df["embedding"] = dataset_df[ - 'combined_attributes' + "combined_attributes" ].progress_apply(get_embedding) print(f"We just computed {len(dataset_df['embedding'])} embeddings.") @@ -421,8 +421,8 @@ def get_mongo_client(mongo_uri): ) # Validate the connection - ping_result = client.admin.command('ping') - if ping_result.get('ok') == 1.0: + ping_result = client.admin.command("ping") + if ping_result.get("ok") == 1.0: # Connection successful print("Connection to MongoDB successful") return client @@ -478,7 +478,7 @@ MongoDB's Document model and its compatibility with Python dictionaries offer se ![](../../assets/images/rag-cohere-mongodb-4.png) ```python -documents = dataset_df.to_dict('records') +documents = dataset_df.to_dict("records") collection.insert_many(documents) print("Data ingestion into MongoDB completed") @@ -592,13 +592,13 @@ def rerank_documents(query: str, documents, top_n: int = 3): original_doc = documents[result.index] top_documents_after_rerank.append( { - 'company': original_doc['company'], - 'combined_attributes': original_doc[ - 'combined_attributes' + "company": original_doc["company"], + "combined_attributes": original_doc[ + "combined_attributes" ], - 'reports': original_doc['reports'], - 'vector_search_score': original_doc['score'], - 'relevance_score': result.relevance_score, + "reports": original_doc["reports"], + "vector_search_score": original_doc["score"], + "relevance_score": result.relevance_score, } ) @@ -724,9 +724,9 @@ pd.DataFrame(reranked_documents).head() def format_documents_for_chat(documents): return [ { - "company": doc['company'], + "company": doc["company"], # "reports": doc['reports'], - "combined_attributes": doc['combined_attributes'], + "combined_attributes": doc["combined_attributes"], } for doc in documents ] @@ -825,7 +825,7 @@ class CohereChat: # Use the connection string from history_params self.client = pymongo.MongoClient( self.history_params.get( - 'connection_string', 'mongodb://localhost:27017/' + "connection_string", "mongodb://localhost:27017/" ) ) @@ -838,34 +838,34 @@ class CohereChat: # Use the history_collection from history_params, or default to "chat_history" self.history_collection = self.db[ self.history_params.get( - 'history_collection', 'chat_history' + "history_collection", "chat_history" ) ] # Use the session_id from history_params, or default to "default_session" self.session_id = self.history_params.get( - 'session_id', 'default_session' + "session_id", "default_session" ) def add_to_history(self, message: str, prefix: str = ""): self.history_collection.insert_one( { - 'session_id': self.session_id, - 'message': message, - 'prefix': prefix, + "session_id": self.session_id, + "message": message, + "prefix": prefix, } ) def get_chat_history(self) -> List[Dict[str, str]]: history = self.history_collection.find( - {'session_id': self.session_id} - ).sort('_id', 1) + {"session_id": self.session_id} + ).sort("_id", 1) return [ { "role": ( - "user" if item['prefix'] == "USER" else "chatbot" + "user" if item["prefix"] == "USER" else "chatbot" ), - "message": item['message'], + "message": item["message"], } for item in history ] @@ -875,11 +875,11 @@ class CohereChat: ) -> List[Dict]: rerank_docs = [ { - 'company': doc['company'], - 'combined_attributes': doc['combined_attributes'], + "company": doc["company"], + "combined_attributes": doc["combined_attributes"], } for doc in documents - if doc['combined_attributes'].strip() + if doc["combined_attributes"].strip() ] if not rerank_docs: @@ -897,11 +897,11 @@ class CohereChat: top_documents_after_rerank = [ { - 'company': rerank_docs[result.index]['company'], - 'combined_attributes': rerank_docs[result.index][ - 'combined_attributes' + "company": rerank_docs[result.index]["company"], + "combined_attributes": rerank_docs[result.index][ + "combined_attributes" ], - 'relevance_score': result.relevance_score, + "relevance_score": result.relevance_score, } for result in response.results ] @@ -925,8 +925,8 @@ class CohereChat: ) -> List[Dict]: return [ { - "company": doc['company'], - "combined_attributes": doc['combined_attributes'], + "company": doc["company"], + "combined_attributes": doc["combined_attributes"], } for doc in documents ] @@ -972,8 +972,8 @@ class CohereChat: def show_history(self): history = self.history_collection.find( - {'session_id': self.session_id} - ).sort('_id', 1) + {"session_id": self.session_id} + ).sort("_id", 1) for item in history: print(f"{item['prefix']}: {item['message']}") print("-------------------------") @@ -988,9 +988,9 @@ chat = CohereChat( database=DB_NAME, main_collection=COLLECTION_NAME, history_params={ - 'connection_string': MONGO_URI, - 'history_collection': "chat_history", - 'session_id': 2, + "connection_string": MONGO_URI, + "history_collection": "chat_history", + "session_id": 2, }, ) diff --git a/fern/pages/v2/text-generation/retrieval-augmented-generation-rag.mdx b/fern/pages/v2/text-generation/retrieval-augmented-generation-rag.mdx index f6c64375..9b3c673f 100644 --- a/fern/pages/v2/text-generation/retrieval-augmented-generation-rag.mdx +++ b/fern/pages/v2/text-generation/retrieval-augmented-generation-rag.mdx @@ -56,7 +56,7 @@ documents = [ "title": "What are animals?", "snippet": "Animals are different from plants.", } - } + }, ] # Add the user message @@ -66,7 +66,7 @@ messages = [{"role": "user", "content": message}] response = co.chat( model="command-r-plus-08-2024", messages=messages, - documents=documents + documents=documents, ) print(response.message.content[0].text) @@ -246,7 +246,7 @@ messages = [{"role": "user", "content": message}] response = co.chat( model="command-r-plus-08-2024", messages=messages, - documents=documents + documents=documents, ) print(response.message.content[0].text) diff --git a/fern/pages/v2/text-generation/structured-outputs-json.mdx b/fern/pages/v2/text-generation/structured-outputs-json.mdx index ec7bf8f9..5c53cdbb 100644 --- a/fern/pages/v2/text-generation/structured-outputs-json.mdx +++ b/fern/pages/v2/text-generation/structured-outputs-json.mdx @@ -35,7 +35,7 @@ res = co.chat( "content": "Generate a JSON describing a person, with the fields 'name' and 'age'", } ], - response_format={"type": "json_object"} + response_format={"type": "json_object"}, ) print(res.message.content[0].text) @@ -86,7 +86,7 @@ res = co.chat( "publication_year": {"type": "integer"}, }, }, - } + }, ) print(res.message.content[0].text) diff --git a/fern/pages/v2/tutorials/agentic-rag/generating-multi-faceted-queries.mdx b/fern/pages/v2/tutorials/agentic-rag/generating-multi-faceted-queries.mdx index 05164599..b6da9130 100644 --- a/fern/pages/v2/tutorials/agentic-rag/generating-multi-faceted-queries.mdx +++ b/fern/pages/v2/tutorials/agentic-rag/generating-multi-faceted-queries.mdx @@ -94,7 +94,7 @@ search_code_examples_detailed_tool = { "properties": { "query": { "type": "string", - "description": "The search query." + "description": "The search query.", }, "programming_language": { "type": "string", @@ -104,11 +104,11 @@ search_code_examples_detailed_tool = { "type": "array", "items": {"type": "string"}, "description": "The Cohere endpoints used in the code example or tutorial. Only use this property when asked by the user. Possible enum values: chat, embed, rerank, classify.", - } + }, }, - "required": ["query"] - } - } + "required": ["query"], + }, + }, } ``` ```python PYTHON From 3cf626da64253aeca081667026b225e15a5a4d92 Mon Sep 17 00:00:00 2001 From: trentfowlercohere <141260477+trentfowlercohere@users.noreply.github.com> Date: Mon, 25 Nov 2024 11:04:56 -0700 Subject: [PATCH 07/10] Updating usage policy page 11/21/2024 (#259) * Updating usage policy page 11/21/2024 * Updating usage policy page 11/21/2024 * Updating usage policy page 11/21/2024 * Changing page title * Final changes from frederique. * Capitalizing Nov. --------- Co-authored-by: Trent Fowler --- .../responsible-use/usage-guidelines.mdx | 74 +++++++------------ fern/v1.yml | 2 +- fern/v2.yml | 2 +- 3 files changed, 28 insertions(+), 50 deletions(-) diff --git a/fern/pages/responsible-use/responsible-use/usage-guidelines.mdx b/fern/pages/responsible-use/responsible-use/usage-guidelines.mdx index 0b52f6c5..85d96a78 100644 --- a/fern/pages/responsible-use/responsible-use/usage-guidelines.mdx +++ b/fern/pages/responsible-use/responsible-use/usage-guidelines.mdx @@ -1,6 +1,6 @@ --- -title: "Usage Guidelines" -slug: "docs/usage-guidelines" +title: "Usage Policy" +slug: "docs/usage-policy" hidden: true description: "Developers must outline and get approval for their use case to access the Cohere API, understanding the models and limitations. They should refer to model cards for detailed information and document potential harms of their application. Certain use cases, such as violence, hate speech, fraud, and privacy violations, are strictly prohibited." @@ -8,61 +8,39 @@ image: "../../../assets/images/da0a0ac-cohere_docs_preview_image_1200x630_copy.j keywords: "Cohere API" createdAt: "Thu Sep 01 2022 19:24:15 GMT+0000 (Coordinated Universal Time)" -updatedAt: "Tue Apr 02 2024 10:30:48 GMT+0000 (Coordinated Universal Time)" +updatedAt: "Thu Nov 21 2024 09::48 GMT+0000 (Coordinated Universal Time)" --- -To use our API, every developer must clearly outline their use case and have it approved by Cohere through our application process. The application requires thoroughly understanding our models and their limitations, which will change as the models improve. Beyond these Usage Guidelines, you should refer to the Generation and Representation model cards for detailed information about each model. +(This document was updated on 11/21/2024) -By understanding the language models that power our API endpoints, being aware of their limitations, and documenting your development practices, you can do great things with the Cohere Platform. +Our Usage Policy applies to all Cohere products and services, including Cohere models, software, applications, and application programming interface (collectively *“Cohere Services”*). -### 1\. Comprehend Cohere +The Usage Policy sets out universal requirements that apply to all users of the Cohere Services, and specific additional requirements that apply to users who create customer applications that integrate Cohere Services (each, a *“Customer Application”*). -(Qiu et al., 2020) describes the history, technical aspects, and applications of pre-trained language models like the ones which power the Cohere Platform. We recommend reading this survey and other language modeling research to learn what kinds of knowledge are encoded in language models and how to use their outputs responsibly in downstream tasks. +We may update this Usage Policy from time to time by posting an updated version on our website. -Language models might encode the following: +If we learn that you have violated this Usage Policy or are otherwise misusing or abusing Cohere Services, we are entitled to restrict, suspend, or terminate your access to the Cohere Services. If you become aware of a violation of this Usage Policy, including by any Outputs, please notify us immediately at safety@cohere.com. If you are using the Cohere Services in our SaaS Platform, you can also report issues by using the thumbs down button on an Output. “Outputs” means any information, text, image, audio or video content artificially created by Cohere Services. -- **Linguistic information** such as subject-verb agreement, part-of-speech, and other simple syntactic structures (Liu et al., 2019;Hewitt et al., 2019). -- **World knowledge,** including relational and commonsense knowledge such as where famous individuals were born or the color of the sky, limited by what is contained in the training data. -- **Social biases,** such as stereotypes common on the internet or in Western culture (May et al., 2019). +## Universal Requirements -### 2\. Document your Application +You must not use the Cohere Services to engage in, facilitate, or promote any of the following prohibited activities. Descriptions of prohibited activities are illustrative, not exhaustive. -We encourage careful consideration and documentation of the potential harms of any application developed using the Cohere Platform. If you build an application that uses model outputs, please provide your users a link to the corresponding model card, explaining how your application uses its output. For example, if you trained a downstream classifier using the `embed` endpoint, users should be provided with thorough documentation (such as model cards and data statements) of that classifier's training procedure and behavior. +- **Child Sexual Exploitation and Sexually Explicit Content Involving Minors**. Any activity that exploits, abuses, or endangers children, or otherwise compromises the safety of children; or any generation, creation, sharing, or facilitation of sexually explicit content involving minors, including pornographic content or content intended for sexual arousal or gratification. We will report child sexual abuse material that we become aware of to competent authorities and other organizations as appropriate. +- **Incitement of Violence or Harm.** Any use of the Cohere Services that (1) incites violence, threats, extremism, or terrorism; (2) glorifies or facilitates self-harm; (3) is sexually exploitative or abusive; (4) constitutes hate speech; or (5) promotes or glorifies racism, discrimination, hatred, or abuse, against any group or individual based on protected characteristics like race, ethnicity, national origin, religion, disability, sexual orientation, gender, or gender identity. +- **Illegal Activities.** Any illegal activity, or other violation of applicable law, including providing instructions on how to commit crimes, facilitating illegal activities or intentionally generating Outputs that may infringe, violate, or misappropriate the intellectual property rights of a third party. +- **Weapons and Controlled Substances.** Any activities that relate to the production, sale, trafficking, or marketing of weapons or controlled substances. +- **Compromising Privacy or Identity.** Violation of a person’s privacy rights or applicable privacy regulations, including unlawful access to or tracking of a person’s physical location; unlawful social scoring; real-time identification of a person or inference of emotions or protected characteristics of a person such as race or political opinions based on biometric data (including facial recognition); or other unauthorized access to personal information. +- **Compromising Security.** Use of the Cohere Services to (1) compromise security or attempt to gain unauthorized access to computer systems or networks; (2) generate or propagate spam or carry out phishing or social engineering campaigns; (3) create or process any viruses or other computer programming routines that may damage, detrimentally interfere with, surreptitiously intercept, or expropriate any system or data; or (4) otherwise violate the integrity, availability, or confidentiality of a user, network, computing device, communications system, or software application. +- **Surveillance and Predictive Policing.** Any activities involving illegal profiling or surveillance, including spyware or communications surveillance, untargeted scraping of facial images to create or expand a facial recognition database, or predictive policing, i.e., assessing or predicting the risks of a person committing a criminal offence. +- **Fraudulent, Abusive, Misleading, or Deceptive Practices.** Use of the Cohere Services to (1) generate inauthentic content representing real persons, places, entities, events, or objects that could falsely appear as authentic or truthful (so-called “deep fakes”) or as having been created by a human (e.g., fake reviews) in a manner that is misleading, deceiving or harmful to persons, groups, or entities; (2) engage in academic dishonesty; (3) deploy subliminal or purposefully deceptive techniques to distort behaviour or impair decision-making in a manner that is reasonably likely to cause significant harm; or (4) engage in deceptive or abusive practices that exploit vulnerabilities such as age, socio-economic status, or disability (e.g. misleading advertising, exploitative lending or debt collection practices, or high-pressure sales tactics). +- **Misinformation and Political Campaigning/Lobbying.** Creation or promotion of harmful misinformation and disinformation, including defamatory or libelous content and political propaganda; attempting to manipulate public opinion on issues such as health, safety, government policies, laws, or political campaigns or politicians; or deterring people from participating in or otherwise attempting to disrupt democratic processes, including misrepresenting voting processes or qualifications and discouraging voting. +- **Abusing Cohere Services.** Any activities that aim to (1) circumvent, disable or otherwise interfere with security, safety or technical features or protocols; (2) exploit a vulnerability; or (3) otherwise intentionally bypass restrictions of the Cohere Services, including through jailbreaking, prompt injection attacks, or automation to circumvent bans or usage limitations. +- **High Risk Activities.** Activities (1) where the use or failure of the Cohere Services could reasonably be expected to result in death, harm to psychological or physical health or safety, or severe environmental or property damage; or (2) that use the Cohere Services for automated determinations about individuals in domains that affect their rights, safety, or access to essential services and benefits (e.g., employment, education, healthcare, migration, housing, law enforcement, legal advice/decisions, or financial or insurance products or services). For the avoidance of doubt, backoffice uses (e.g., document summarization, transcription, internal knowledge agents, etc.) are not considered High Risk Activities under this Usage Policy. -### 3\. Understand and Prevent Disallowed Use Cases +## Customer Application Requirements -The Cohere Platform may not be used for any of the following purposes. The description for each disallowed use case is illustrative but **not exhaustive**; Cohere reserves the right to terminate access for harms which are not listed at our sole discretion. +You must ensure your Customer Application complies with the Universal Requirements of this Usage Policy and that users of your Customer Application understand and are required to comply with substantially similar requirements. -- **Violence and threats:** - - **Violence/Incitement**: Actions that threaten, encourage, or incite violence against anyone, directly or indirectly. - - **Self-harm**: Promoting or glorifying acts of self-harm, such as cutting, eating disorders like anorexia or bulimia, and suicide. - - **Sexual exploitation**: Promoting or celebrating sexual exploitation, including the sexualization of minors. - - **Hate speech**: Promoting hatred or glorifying abuse against people based on characteristics like race, ethnicity, national origin, religion, disability, disease, age, sexual orientation, gender, or gender identity. -- **Antisocial and antidemocratic uses:** - - **Harassment:** Bullying, threatening, shaming, or doxxing. - - **Insensitivity**: Belittling victims of serious physical or emotional harm (even if unintentional). - - **Intentional sowing of division**: Sharing of divisive generated content in order to turn a community against itself. - - **Harmful belief perpetuation**: Perpetuating racism, or sexism (even if unintentional). - - **Applications that aim to characterize identity:** Attempting to characterize gender, race, or ethnicity. - - **Graphic depictions**: Distribution of sexually explicit acts, torture, or abuse. - - **Political manipulation**: Attempting to influence political decisions, or opinions. -- **Deceit:** - - **Fraud**: Catfishing, phishing, or attempting to circumvent the law. - - **Spam**: Sending unsolicited email and messages, or manipulating search engines. - - **Misrepresentation**: Representing raw generations as coming from humans, using supervised generations with false identities, or a single person using generations with many identities that appear to be independent. - - **Misinformation**: Creating or promoting harmful false claims about government policies, or public figures, including applications founded on unscientific premises. -- **Attacks on security or privacy:** - - **Security breaches**: Spearphishing. - - **Privacy violations**: Model attacks to extract personal information. -- **Unsafe unsupervised uses:** - - **Social media**: Posting content to social platforms in an automated way. - - **No transparency**: Applications that do not disclose that the content is generated through automated means. -- **Decision-making**: - - AI-based social scoring for general purposes done by public authorities; using output toward larger decision-making systems that will influence actions, decisions, or policies without a human in the loop. - - **Classification of individuals**: Applications that classify and/or profile people based on protected characteristics, or infer those characteristics from text written about them or by them. -- **Other**: - - **Intentional manipulative redirection of attention**: Sharing positive generated content in order to direct attention away from harmful actions. - - **Plagiarism**: Tools that promote academic dishonesty. +If your Customer Application is public-facing and interacts with human users (including consumers), like chatbots and interactive AI agents, you must: (1) disclose to the users that they are interacting with an AI system rather than a human; and (2) if the Customer Application interacts with minors, comply with any specific child safety regulations and implement appropriate additional safety controls such as age verification and content moderation. -Usages which appear to violate our guidelines should be reported within 24 hours to Cohere by contacting us at [safety@cohere.ai](mailto:safety@cohere.ai). - -**Note about adversarial attacks:** Intentional stress testing of the API and adversarial attacks are allowable, but violative generations must be disclosed here, [reported immediately](https://ai8x92z50km.typeform.com/to/EI7d26j6#user_id=xxxxx&organization_id=xxxxx), and must not be used for any purpose except for documenting the result of such attacks in a responsible manner. +## Research Exceptions +Cohere encourages responsible security and safety research. Limited exceptions to our Usage Policy are possible for research purposes if specifically authorized by us or permitted in accordance with our Responsible Disclosure Policy applicable to security research. For safety-related research that falls outside the scope of our Responsible Disclosure Policy or to report a model safety issue, please contact safety@cohere.com. diff --git a/fern/v1.yml b/fern/v1.yml index 35299534..60193fcc 100644 --- a/fern/v1.yml +++ b/fern/v1.yml @@ -289,7 +289,7 @@ navigation: contents: - link: Security href: https://cohere.ai/security - - page: Usage Guidelines + - page: Usage Policy path: pages/responsible-use/responsible-use/usage-guidelines.mdx - page: Command R and Command R+ Model Card path: pages/responsible-use/responsible-use.mdx diff --git a/fern/v2.yml b/fern/v2.yml index 4d487392..9876c1a6 100644 --- a/fern/v2.yml +++ b/fern/v2.yml @@ -285,7 +285,7 @@ navigation: contents: - link: Security href: https://cohere.ai/security - - page: Usage Guidelines + - page: Usage Policy path: pages/responsible-use/responsible-use/usage-guidelines.mdx - page: Command R and Command R+ Model Card path: pages/responsible-use/responsible-use.mdx From 9152dc199358ea4537e52a9ec4955fda4fbf1dc4 Mon Sep 17 00:00:00 2001 From: trentfowlercohere <141260477+trentfowlercohere@users.noreply.github.com> Date: Mon, 25 Nov 2024 11:10:38 -0700 Subject: [PATCH 08/10] Mentioning LOR. (#264) * Mentioning LOR. * Updating language and adding it to the v2 docs. --------- Co-authored-by: Trent Fowler --- .../amazon-sagemaker-setup-guide.mdx | 6 ++++++ .../amazon-sagemaker-setup-guide.mdx | 21 +++++++++++++++++++ 2 files changed, 27 insertions(+) diff --git a/fern/pages/deployment-options/cohere-on-aws/amazon-sagemaker-setup-guide.mdx b/fern/pages/deployment-options/cohere-on-aws/amazon-sagemaker-setup-guide.mdx index 83b0f7d5..7252b484 100644 --- a/fern/pages/deployment-options/cohere-on-aws/amazon-sagemaker-setup-guide.mdx +++ b/fern/pages/deployment-options/cohere-on-aws/amazon-sagemaker-setup-guide.mdx @@ -115,6 +115,12 @@ To access Cohere's models on SageMaker Jumpstart, follow these steps: If you have any questions about this process, reach out to support@cohere.com. +## Optimize your Inference Latencies + +By default, SageMaker endpoints have a random routing strategy. This means that requests coming to the model endpoints are forwarded to the machine learning instances randomly, which can cause latency issues in applications focused on generative AI. In 2023, the SageMaker platform introduced a `RoutingStrategy` parameter allowing you to use the ‘least outstanding requests’ (LOR) approach to routing. With LOR, SageMaker monitors the load of the instances behind your endpoint as well as the models or inference components that are deployed on each instance, then optimally routes requests to the instance that is best suited to serve it. + +LOR has shown an improvement in latency under various conditions, and you can find more details [here](https://aws.amazon.com/blogs/machine-learning/minimize-real-time-inference-latency-by-using-amazon-sagemaker-routing-strategies/). + ## Next Steps With your selected configuration and Product ARN available, you now have everything you need to integrate with Cohere’s model offerings on SageMaker. diff --git a/fern/pages/v2/deployment-options/cohere-on-aws/amazon-sagemaker-setup-guide.mdx b/fern/pages/v2/deployment-options/cohere-on-aws/amazon-sagemaker-setup-guide.mdx index fdbf9ec1..76f97392 100644 --- a/fern/pages/v2/deployment-options/cohere-on-aws/amazon-sagemaker-setup-guide.mdx +++ b/fern/pages/v2/deployment-options/cohere-on-aws/amazon-sagemaker-setup-guide.mdx @@ -101,6 +101,27 @@ result = co.chat(message="Write a LinkedIn post about starting a career in tech: print(result) ``` +## Access Via Amazon SageMaker Jumpstart + +Cohere's models are also available on Amazon SageMaker Jumpstart, which makes it easy to access the models with just a few clicks. + +To access Cohere's models on SageMaker Jumpstart, follow these steps: + +- In the AWS Console, go to Amazon SageMaker and click `Studio`. +- Then, click `Open Studio`. If you don't see this option, you first need to create a user profile. +- This will bring you to the SageMaker Studio page. Look for `Prebuilt and automated solutions` and select `JumpStart`. +- A list of models will appear. To look for Cohere models, type "cohere" in the search bar. +- Select any Cohere model and you will find details about the model and links to further resources. +- You can try out the model by going to the `Notebooks` tab, where you can launch the notebook in JupyterLab. + +If you have any questions about this process, reach out to support@cohere.com. + +## Optimize your Inference Latencies + +By default, SageMaker endpoints have a random routing strategy. This means that requests coming to the model endpoints are forwarded to the machine learning instances randomly, which can cause latency issues in applications focused on generative AI. In 2023, the SageMaker platform introduced a `RoutingStrategy` parameter allowing you to use the ‘least outstanding requests’ (LOR) approach to routing. With LOR, SageMaker monitors the load of the instances behind your endpoint as well as the models or inference components that are deployed on each instance, then optimally routes requests to the instance that is best suited to serve it. + +LOR has shown an improvement in latency under various conditions, and you can find more details [here](https://aws.amazon.com/blogs/machine-learning/minimize-real-time-inference-latency-by-using-amazon-sagemaker-routing-strategies/). + ## Next Steps With your selected configuration and Product ARN available, you now have everything you need to integrate with Cohere’s model offerings on SageMaker. From 27995769ea9daf504dd363c1b460b6d76b3054a7 Mon Sep 17 00:00:00 2001 From: trentfowlercohere <141260477+trentfowlercohere@users.noreply.github.com> Date: Mon, 25 Nov 2024 11:16:04 -0700 Subject: [PATCH 09/10] Add aya (#261) * Adding the Aya page. * Adding filepaths in v1 and v2 YAML files. * table formatting issue. * Table is still broken. * Minor changes. --------- Co-authored-by: Trent Fowler --- fern/pages/models/aya.mdx | 73 +++++++++++++++++++++++++++++++++++++++ fern/v1.yml | 2 ++ fern/v2.yml | 2 ++ 3 files changed, 77 insertions(+) create mode 100644 fern/pages/models/aya.mdx diff --git a/fern/pages/models/aya.mdx b/fern/pages/models/aya.mdx new file mode 100644 index 00000000..f529be3e --- /dev/null +++ b/fern/pages/models/aya.mdx @@ -0,0 +1,73 @@ +--- +title: Aya Family of Models +slug: aya/tools +hidden: false +description: >- + Understand Cohere for AI's groundbreaking multilingual Aya models, which aim to bring many more languages into generative AI. +image: ../../assets/images/6c1b0e4-cohere_meta_image.jpg +keywords: 'Cohere AI, multilingual large language models, generative AI' +createdAt: 'Thu Nov 21 2024 14:18:00 MST (U.S. Mountain Time)' +updatedAt: '' +--- + +[Aya](https://cohere.com/research/aya) is a family of multilingual large language models that are designed to expand the number of languages covered by generative AI. Its 8-billion and 32-billion parameter “Expanse” offerings are optimized to perform well in these 23 languages: Arabic, Chinese (simplified & traditional), Czech, Dutch, English, French, German, Greek, Hebrew, Hebrew, Hindi, Indonesian, Italian, Japanese, Korean, Persian, Polish, Portuguese, Romanian, Russian, Spanish, Turkish, Ukrainian, and Vietnamese. + +## Model Details +| Model Name | Description | Modality | Context Length | Maximum Output Tokens | Endpoints | +|--------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------|----------------|-----------------------|------------------------------------------------------| +| `c4ai-aya-expanse-8b` | Aya Expanse is a highly performant 8B multilingual model, designed to rival monolingual performance through innovations in instruction tuning with data arbitrage, preference training, and model merging. Serves 23 languages. | Text | 8k | 4k | [Chat](/reference/chat) | +| `c4ai-aya-expanse-32b` | Aya Expanse is a highly performant 32B multilingual model, designed to rival monolingual performance through innovations in instruction tuning with data arbitrage, preference training, and model merging. Serves 23 languages. | Text | 128k | 4k | [Chat](/reference/chat) | + + +## How Can I Get Access to the Aya Models? +If you want to test Aya, you have three options. First (and simplest), you can use the [Cohere playground](https://dashboard.cohere.com/playground/chat) or [Hugging Face Space](https://huggingface.co/spaces/CohereForAI/aya_expanse) to play around with them and see what they’re capable of. + +Second, you can use the [Cohere Chat API](https://docs.cohere.com/v2/docs/chat-api) to work with Aya programmatically. Here’s a very lightweight example of using the Cohere SDK to create a Spanish-language tutor with Aya that tells a story with simple Spanish vocabulary (NOTE: you’ll need an API key to run this code, and if you haven’t installed the Cohere SDK you can do that with `pip install cohere`). + +```python PYTHON +import cohere +co=cohere.ClientV2() + +response=co.chat( + model='c4ai-aya-expanse-32b', + messages=[ + { + "role" : "user", + "content" : "Eres un gran profesor de español. ¿Puedes escribirme una historia que ilustre vocabulario sencillo en español?" + } + ] +) + +print(response.message.content[0].text) +``` + +And here’s an example output (remember: these models are stochastic, and what you see might look quite different). + +```python PYTHON +¡Claro! Aquí te presento una historia corta que utiliza vocabulario sencillo en español: + +**La aventura de María en el mercado** + +Era una mañana soleada y María, una joven curiosa, decidió explorar el mercado local de su pueblo. Al entrar, se encontró con un mundo lleno de colores y aromas fascinantes. + +En uno de los puestos, vio una montaña de frutas brillantes. Había manzanas rojas como la grana, naranjas naranjas como el atardecer, y plátanos amarillos como el sol. María eligió una manzana crujiente y le pidió al vendedor que le enseñara cómo pelar una naranja. + +Caminando por los pasillos, se topó con una señora que vendía flores. Las rosas rojas olían a dulce miel, y los claveles blancos parecían pequeñas nubes. María compró un ramo de margaritas para decorar su habitación. + +Más adelante, un señor amable ofrecía quesos de diferentes sabores. María probó un queso suave y cremoso que le encantó. También compró un poco de pan fresco para acompañarlo. + +En la sección de artesanías, encontró un artista que tallaba hermosos platos de madera. María admiró su trabajo y aprendió la palabra "tallar", que significaba dar forma a la madera con cuidado. + +Al final de su aventura, María se sintió feliz y orgullosa de haber descubierto tantas cosas nuevas. Había aprendido vocabulario relacionado con los colores, los sabores, las texturas y las artes. El mercado se había convertido en un lugar mágico donde la simplicidad de las palabras se unía a la riqueza de las experiencias. + +Espero que esta historia te sea útil para ilustrar vocabulario sencillo en español. ¡Puedes adaptar y expandir la trama según tus necesidades! +``` + +Finally, you can directly download the raw models for research purposes because Cohere For AI has released [Aya Expanse 8B](https://huggingface.co/CohereForAI/aya-expanse-8b) and [Aya Expanse 32B](https://huggingface.co/CohereForAI/aya-expanse-32b) as open-weight models, through HuggingFace. What’s more, the massively multilingual instruction data used for development of these models has been [made available](https://huggingface.co/datasets/CohereForAI/aya_collection) for download as well. + +## Find More +We hope you’ve found this as fascinating as we do! If you want to see more substantial projects you can check out these notebooks (source): + +- [Multilingual Writing Assistant](https://colab.research.google.com/drive/1SRLWQ0HdYN_NbRMVVUHTDXb-LSMZWF60) +- [AyaMCooking](https://colab.research.google.com/drive/1-cnn4LXYoZ4ARBpnsjQM3sU7egOL_fLB?usp=sharing) +- [Multilingual Question-Answering System](https://colab.research.google.com/drive/1bbB8hzyzCJbfMVjsZPeh4yNEALJFGNQy?usp=sharing) diff --git a/fern/v1.yml b/fern/v1.yml index 60193fcc..e87e4d28 100644 --- a/fern/v1.yml +++ b/fern/v1.yml @@ -55,6 +55,8 @@ navigation: path: pages/models/cohere-embed.mdx - page: Rerank path: pages/models/rerank-2.mdx + - page: Aya + path: pages/models/aya.mdx - section: Text Generation contents: - page: Introduction to Text Generation at Cohere diff --git a/fern/v2.yml b/fern/v2.yml index 9876c1a6..95bf54f0 100644 --- a/fern/v2.yml +++ b/fern/v2.yml @@ -55,6 +55,8 @@ navigation: path: pages/models/cohere-embed.mdx - page: Rerank path: pages/models/rerank-2.mdx + - page: Aya + path: pages/models/aya.mdx - section: Text Generation contents: - page: Introduction to Text Generation at Cohere From 68652b64d2b7ea10a1341060a398e636b58db662 Mon Sep 17 00:00:00 2001 From: Max Shkutnyk Date: Mon, 25 Nov 2024 21:26:28 +0200 Subject: [PATCH 10/10] add usage-guidelines redirect (#260) Co-authored-by: Max Shkutnyk --- fern/docs.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/fern/docs.yml b/fern/docs.yml index 6c957709..2a6fe328 100644 --- a/fern/docs.yml +++ b/fern/docs.yml @@ -571,6 +571,9 @@ redirects: - source: /docs/data-statement destination: /docs/usage-guidelines permanent: true + - source: /docs/usage-guidelines + destination: /docs/usage-policy + permanent: true - source: /v2/v2/:slug* destination: /v2/:slug* permanent: true