From 10f1790087f12cf2e1bf5af2db4cfc8f0ad670db Mon Sep 17 00:00:00 2001 From: Michiel-Bijlsma <89192702+Michiel-Bijlsma@users.noreply.github.com> Date: Thu, 17 Apr 2025 15:30:39 +0200 Subject: [PATCH 1/7] Added the Token Consumption graphs chapter to the GenAI Portal documentation. --- .../mendix-cloud-genai/navigate_mxgenai.md | 20 +++++++++++++++++++ 1 file changed, 20 insertions(+) diff --git a/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md b/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md index 3718fd547ec..69dc23cb627 100644 --- a/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md +++ b/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md @@ -84,3 +84,23 @@ For example, a GenAI Knowledge Base could be used to store customer support tick #### Add Data from a Mendix Application You can upload data directly from Mendix to the Knowledge Base. To do so, several operations of the Mendix Cloud GenAI Connector are required. For a detailed guide on this process, see [Add Data Chunks to Your Knowledge Base](/appstore/modules/genai/mx-cloud-genai/MxGenAI-connector/#add-data-chunks-to-your-knowledge-base). + +## Token Consumption Graphs + +The Token consumption page shows detailed graphs of the token consumption used for the GenAI resource. Use this overview to see the current usage, insights on the usage per day and compare current month with previous months. Understanding the token usage helps with choosing the correct plan. + +### What are Tokens + +Tokens is a measurement used by the GenAI model. A good rule of thumb is that 100 tokens are around 75 English words, however every model is different because of different ways text is being tokenized. Embedding resources only have input tokens, the tokens that are send to the model. Text generation resources contain both input and output tokens (text send to the model and generated by the model). + +### Knowledgebases and Embeddings Resources + +A Knowledgebase only stores embeddings, and uses a Embedding resources to embed files. If there is a knowledgebase connected to the embedding resource, uploading a document in the knowledgebase will consume tokens in the embeddings resource. + +### Plan and Limits + +The token consumption graphs can be used to compare the current GenAI plan with the consumption of the resource. The GenAI plan defines the input and output limits per month, and these limits are shown in the MTD and 6-month views. Don't worry, we won’t shut down the resource when the limits are reached. Plans are defined per month, and unused tokens don’t transfer to the next month. + +### Exporting Token Consumption Data + +It is possible to export consumption data to CSV. The export contains basic information about input tokens, output tokens and date. Days with no consumption are not exported. From f9d908d2f45623d6ab016bf135960ab946eca47f Mon Sep 17 00:00:00 2001 From: Michiel-Bijlsma <89192702+Michiel-Bijlsma@users.noreply.github.com> Date: Fri, 9 May 2025 15:58:31 +0200 Subject: [PATCH 2/7] Update navigate_mxgenai.md Implemented the feedback in the GenAI portal documentation, added a screenshot, removed the plan chapter and replaced the What are tokens chapter by Why do we measure token consumption? --- .../mendix-cloud-genai/navigate_mxgenai.md | 20 +++++++++---------- 1 file changed, 9 insertions(+), 11 deletions(-) diff --git a/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md b/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md index 69dc23cb627..47681a5bd38 100644 --- a/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md +++ b/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md @@ -85,22 +85,20 @@ For example, a GenAI Knowledge Base could be used to store customer support tick You can upload data directly from Mendix to the Knowledge Base. To do so, several operations of the Mendix Cloud GenAI Connector are required. For a detailed guide on this process, see [Add Data Chunks to Your Knowledge Base](/appstore/modules/genai/mx-cloud-genai/MxGenAI-connector/#add-data-chunks-to-your-knowledge-base). -## Token Consumption Graphs +## Token Consumption Monitor -The Token consumption page shows detailed graphs of the token consumption used for the GenAI resource. Use this overview to see the current usage, insights on the usage per day and compare current month with previous months. Understanding the token usage helps with choosing the correct plan. +The Token consumption monitor shows detailed graphs of the token consumption used for the GenAI resource. Use this overview to see the current usage, insights on the usage per day and compare current month with previous months. -### What are Tokens +{{< figure src="/attachments/appstore/platform-supported-content/modules/genai/navigate_mxgenai/GenAIResource_TokenConsumptionMonitor.png" >}} -Tokens is a measurement used by the GenAI model. A good rule of thumb is that 100 tokens are around 75 English words, however every model is different because of different ways text is being tokenized. Embedding resources only have input tokens, the tokens that are send to the model. Text generation resources contain both input and output tokens (text send to the model and generated by the model). +### Why do we measure token consumption? -### Knowledgebases and Embeddings Resources +In order for a large language model to understand text input, the text is first ‘tokenized’ - broken down into smaller pieces where each piece represents a token with its unique ID. A good rule of thumb is that 100 tokens are around 75 English words, however there are always differences depending on the model or the language used. After tokenization, each token will be assigned an embeddings vector. The tokens required to feed the input prompt to the model are called ‘input tokens’, the tokens required to transform the model output into for example text or images are called ‘output tokens’. As a result, only input token consumption is being measured for Embedding resources, since only the generated embedding vectors are returned and no tokenization takes place. Text generation resources contain both input and output tokens (text sent to the model and generated by the model). -A Knowledgebase only stores embeddings, and uses a Embedding resources to embed files. If there is a knowledgebase connected to the embedding resource, uploading a document in the knowledgebase will consume tokens in the embeddings resource. - -### Plan and Limits +### Knowledgebases and Embeddings Resources -The token consumption graphs can be used to compare the current GenAI plan with the consumption of the resource. The GenAI plan defines the input and output limits per month, and these limits are shown in the MTD and 6-month views. Don't worry, we won’t shut down the resource when the limits are reached. Plans are defined per month, and unused tokens don’t transfer to the next month. +A Knowledgebase only stores embeddings, and uses a Embedding resources to embed files. If there is a knowledgebase connected to the embedding resource, uploading a document in the knowledgebase will consume tokens in the embeddings resource. -### Exporting Token Consumption Data +### Exporting Token Consumption Data -It is possible to export consumption data to CSV. The export contains basic information about input tokens, output tokens and date. Days with no consumption are not exported. +It is possible to export consumption data to CSV. The export contains basic information about input tokens, output tokens and date. Days with no consumption are not exported. 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zRy?U3V3X`+(x?to59lq3n8@J7zh$QtA@K=G$*kl=W-eq;$LN27{9b>1X8SCXqiBi| zrk;dOX_#&3ofFgw$XQAX0Ekd`TDx8QXT)LqT~HJQ5(OQ#O=~d6KgnhA_n*A}zsXMj zKimNNIaEFc%Ob%#jPB=Plbr}czLP0DD+AMwHw8>;jM16yQ->72(ZcPdH= zlubcxXR=IkPs!k;JwB$~buesiRZBQ*dun@|?i2(Jh6gK$zHr2jlRd4;D_8E_g(L1d z4zIT5Onzr|p`&J2Y%?}GswVH_fA{WedvZcNd>8HFVzB|9I0@TikRx~J!Vyc(N2zZ< zL{91185rxR&FCAXxg5d2zd~H|T*!{+oFm`=4&ru1sWCXr%xFUn@r7XXzOfpA*TEtllu@@R=Itv` zO*TavcCkv`${wTJvx!KZXlLwsIH*e+2)Ver>PC}h;t};O{rMWVN3~TF(Jy>J8fCTG zuhgcl8=hjJ!wn`TDcY#&wvGz)`?Z?3nzl-`IFB9U!v`}9pb(>-1ZBs}Bm@gfK&6~_ zlC&iBKnn+y=Ces={aZNe|63e1Xk^2G0+!%h#HWrqpPVLIJ*^Hk5n5>?BjJ>xs9={{ zxO_2ug@f7ua|Hp5ZviiVOgSUyx22>v*0Y#uDSts;N&H{~W7FJXffh!k*+ZNqI80)I zD(Yt_;oA$uvqDPC$`njB-qi(dx=69Ab4iuUBb6Wnmp9drNMf#VGv!P*w!1vTjDuIF z@le4G_f^x;A1 zR#1}wH5P_h!|rB6Gt+o^t|OH>i)6g@V=YI&>iAw;G(4169#y zk<~E=XKc^33WtYmx_F9{wkA-q6$l From efec55373ac9c9764f9536943fe61dd22104ad74 Mon Sep 17 00:00:00 2001 From: linaaaf <90840263+linaaaf@users.noreply.github.com> Date: Mon, 12 May 2025 19:28:04 +0200 Subject: [PATCH 5/7] Update navigate_mxgenai.md small changes to text --- .../modules/genai/mendix-cloud-genai/navigate_mxgenai.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md b/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md index 47681a5bd38..67f6db7fe87 100644 --- a/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md +++ b/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md @@ -93,12 +93,12 @@ The Token consumption monitor shows detailed graphs of the token consumption use ### Why do we measure token consumption? -In order for a large language model to understand text input, the text is first ‘tokenized’ - broken down into smaller pieces where each piece represents a token with its unique ID. A good rule of thumb is that 100 tokens are around 75 English words, however there are always differences depending on the model or the language used. After tokenization, each token will be assigned an embeddings vector. The tokens required to feed the input prompt to the model are called ‘input tokens’, the tokens required to transform the model output into for example text or images are called ‘output tokens’. As a result, only input token consumption is being measured for Embedding resources, since only the generated embedding vectors are returned and no tokenization takes place. Text generation resources contain both input and output tokens (text sent to the model and generated by the model). +In order for a large language model to understand text input, the text is first ‘tokenized’ - broken down into smaller pieces where each piece represents a token with its unique ID. A good rule of thumb is that 100 tokens are around 75 English words, however there are always differences depending on the model or the language used. After tokenization, each token will be assigned an embeddings vector. The tokens required to feed the input prompt to the model are called ‘input tokens’, the tokens required to transform the model output into for example text or images are called ‘output tokens’. Tokens are what you pay for when consuming large language model services. For Embeddings resources, only input token consumption is being measured, since only the generated embedding vectors are returned and no tokenization takes place when generating the output. Text generation resources contain both input and output tokens (text sent to the model and generated by the model). ### Knowledgebases and Embeddings Resources -A Knowledgebase only stores embeddings, and uses a Embedding resources to embed files. If there is a knowledgebase connected to the embedding resource, uploading a document in the knowledgebase will consume tokens in the embeddings resource. +A Knowledgebase only stores embedding vectors, and uses an Embeddings resource to calculate them. If there is a knowledgebase connected to the Embeddings resource, uploading a document in the knowledgebase will consume tokens in the embeddings resource. ### Exporting Token Consumption Data -It is possible to export consumption data to CSV. The export contains basic information about input tokens, output tokens and date. Days with no consumption are not exported. +It is possible to export consumption data to CSV. The export contains basic information about input tokens, output tokens and dates. Days with no consumption are not exported. From 9e5bfc3dfdb24945f24ae1711e76153259afa053 Mon Sep 17 00:00:00 2001 From: linaaaf <90840263+linaaaf@users.noreply.github.com> Date: Mon, 12 May 2025 19:28:41 +0200 Subject: [PATCH 6/7] Update navigate_mxgenai.md added paragraph --- .../modules/genai/mendix-cloud-genai/navigate_mxgenai.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md b/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md index 67f6db7fe87..a97d0cdca59 100644 --- a/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md +++ b/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md @@ -93,7 +93,9 @@ The Token consumption monitor shows detailed graphs of the token consumption use ### Why do we measure token consumption? -In order for a large language model to understand text input, the text is first ‘tokenized’ - broken down into smaller pieces where each piece represents a token with its unique ID. A good rule of thumb is that 100 tokens are around 75 English words, however there are always differences depending on the model or the language used. After tokenization, each token will be assigned an embeddings vector. The tokens required to feed the input prompt to the model are called ‘input tokens’, the tokens required to transform the model output into for example text or images are called ‘output tokens’. Tokens are what you pay for when consuming large language model services. For Embeddings resources, only input token consumption is being measured, since only the generated embedding vectors are returned and no tokenization takes place when generating the output. Text generation resources contain both input and output tokens (text sent to the model and generated by the model). +In order for a large language model to understand text input, the text is first ‘tokenized’ - broken down into smaller pieces where each piece represents a token with its unique ID. A good rule of thumb is that 100 tokens are around 75 English words, however there are always differences depending on the model or the language used. After tokenization, each token will be assigned an embeddings vector. The tokens required to feed the input prompt to the model are called ‘input tokens’, the tokens required to transform the model output into for example text or images are called ‘output tokens’. Tokens are what you pay for when consuming large language model services. + +Note: For Embeddings resources, only input token consumption is being measured, since only the generated embedding vectors are returned and no tokenization takes place when generating the output. Text generation resources contain both input and output tokens (text sent to the model and generated by the model). ### Knowledgebases and Embeddings Resources From 0a3ce7c1392964967cbe0134cec0d0c29dd12576 Mon Sep 17 00:00:00 2001 From: Mark van Ments Date: Thu, 15 May 2025 12:46:31 +0200 Subject: [PATCH 7/7] Proofread --- .../mendix-cloud-genai/navigate_mxgenai.md | 48 +++++++++++-------- 1 file changed, 28 insertions(+), 20 deletions(-) diff --git a/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md b/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md index a97d0cdca59..45667d153d8 100644 --- a/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md +++ b/content/en/docs/appstore/use-content/platform-supported-content/modules/genai/mendix-cloud-genai/navigate_mxgenai.md @@ -8,12 +8,12 @@ weight: 30 ## Introduction -The [Mendix Cloud GenAI portal](https://genai.home.mendix.com/) is an online platform that provides access to Mendix Cloud GenAI resources. These resource packs on Mendix Cloud enable seamless integration with Generative AI technology, provisioned and hosted by Mendix: +The [Mendix Cloud GenAI portal](https://genai.home.mendix.com/) is an online platform that provides access to Mendix Cloud GenAI resource packs. These resource packs on Mendix Cloud enable seamless integration with Generative AI technology, provisioned and hosted by Mendix: * GenAI Model Resource Packs provide access to model resources: Anthropic's Claude and Cohere's Embed. -* GenAI Knowledge Base Resource Packs provide the infrastructure to deliver RAG architecture and other GenAI use cases requiring a vector database. +* GenAI Knowledge Base Resource Packs provide the infrastructure to deliver retrieval-augmented generation (RAG) architecture and other GenAI use cases requiring a vector database. -GenAI resource packs accelerate the delivery of complete Generative AI solutions within Mendix apps that seamlessly integrate with GenAI technology. Learn more about [Mendix Cloud GenAI Resource Packs](https://docs.mendix.com/appstore/modules/genai/mx-cloud-genai/resource-packs/) and the [Mendix Cloud GenAI Connector](/appstore/modules/genai/mx-cloud-genai/MxGenAI-connector/). To start with a GenAI-infused Mendix application, see [creating a chatbot using the AI Bot Starter App](https://docs.mendix.com/appstore/modules/genai/using-genai/starter-template/) or [building a GenAI app from scratch with the Blank GenAI App](https://docs.mendix.com/appstore/modules/genai/using-genai/blank-app/). +GenAI resource packs accelerate the delivery of complete generative AI solutions within Mendix apps that seamlessly integrate with GenAI technology. Learn more by following these links to [Mendix Cloud GenAI Resource Packs](/appstore/modules/genai/mx-cloud-genai/resource-packs/) and the [Mendix Cloud GenAI Connector](/appstore/modules/genai/mx-cloud-genai/MxGenAI-connector/). To start with a GenAI-infused Mendix application, see [creating a chatbot using the AI Bot Starter App](/appstore/modules/genai/using-genai/starter-template/) or [building a GenAI app from scratch with the Blank GenAI App](/appstore/modules/genai/using-genai/blank-app/). ## Resource Details @@ -21,23 +21,24 @@ GenAI resource packs accelerate the delivery of complete Generative AI solutions {{< figure src="/attachments/appstore/platform-supported-content/modules/genai/navigate_mxgenai/GenAIResource_Settings.png" >}} -The **Settings** tab contains the details of a GenAI resource. Here is more information: +The **Settings** tab contains the details of a GenAI resource. It shows the following: * **Display Name**: indicates the name of the resource. * **ID**: indicates the resource ID. * **Region**: the region where the resource is hosted. -* **Cloud provider**: indicates the cloud provider, for example, AWS. +* **Cloud Provider**: indicates the cloud provider, for example, AWS. * **Type**: this is the type of resource, for example, Text Generation, Embedding, Knowledge Base, etc. * **Model**: indicates which model is used, for example, Anthropic Claude Sonnet 3.5. * **Plan**: indicates the subscription plan used for compute resources (for example, embedding or text generation resources). * **Environment**: shows which environment is used, for example, test, acceptance, or production. -* Additionally when you are looking at the knowledge base resource settings, you will see details of the associated embeddings resource and vice versa. To learn more about embeddings, see [Embedding vector](https://docs.mendix.com/appstore/modules/genai/rag/#embedding-vector). + +When you are looking at the knowledge base resource settings, you will also see details of the associated embeddings resource and vice versa. To learn more about embeddings, see the [Embedding vector](/appstore/modules/genai/rag/#embedding-vector) section of *RAG in a Mendix App*. ### Team {{< figure src="/attachments/appstore/platform-supported-content/modules/genai/navigate_mxgenai/GenAIResource_Team.png" >}} -The **Team** allows you to manage access to the Mendix Cloud GenAI resource. All users listed in this overview have access to the resource in the GenAI resource portal and can create new keys or invite new users. You can add new users via the **Add Member** button and remove them using the **Remove Member** button next to their name in the overview. +The **Team** page allows you to manage access to the Mendix Cloud GenAI resource. All users listed in this overview have access to the resource in the GenAI resource portal and can create new keys or invite new users. You can add new users via the **Add Member** button and remove them using the **Remove Member** button next to their name in the overview. {{% alert color="info" %}}Currently, you can only invite people within the same organization.{{% /alert %}} @@ -47,7 +48,11 @@ The **Team** allows you to manage access to the Mendix Cloud GenAI resource. All The **Keys** tab allows you to manage configuration keys for the resources. These keys provide programmatic access to the GenAI resources. From the **Keys** tab, you can create new keys and revoke existing ones. -To create a new key, click **Create Key**, add a description, and save the changes. A pop-up message will display the key. Make sure to store it securely, as it will only be shown once. +To create a new key, click **Create Key**, add a description, and save the changes. A pop-up message will display the key. + +{{% alert color="info" %}} +Make sure to store it securely, as it will only be shown once. +{{% /alert %}} {{< figure src="/attachments/appstore/platform-supported-content/modules/genai/navigate_mxgenai/GenAIResource_KeyGeneration.png" >}} @@ -63,13 +68,12 @@ On the **Content** page, you can find information on adding knowledge to your Kn Currently, you have the following options for adding data to a Knowledge Base: -1. Add files (for example, TXT or PDF) - -2. Add data from a Mendix application +* Add files (for example, TXT or PDF) +* Add data from a Mendix application #### Add Files -When you select **Add Files Like .TXT or .PDF** option, you can upload documents directly to the GenAI portal. Before uploading, you also have the option to add metadata. For more information, see the [metadata](#metadata) section below. +When you select the **Add Files Like .TXT or .PDF** option, you can upload documents directly to the GenAI portal. Before uploading, you also have the option to add metadata. For more information, see the [metadata](#metadata) section below. {{% alert color="info" %}} Only TXT and PDF files are supported. {{% /alert %}} @@ -83,24 +87,28 @@ For example, a GenAI Knowledge Base could be used to store customer support tick #### Add Data from a Mendix Application -You can upload data directly from Mendix to the Knowledge Base. To do so, several operations of the Mendix Cloud GenAI Connector are required. For a detailed guide on this process, see [Add Data Chunks to Your Knowledge Base](/appstore/modules/genai/mx-cloud-genai/MxGenAI-connector/#add-data-chunks-to-your-knowledge-base). +You can upload data directly from Mendix to the Knowledge Base. To do so, several operations of the Mendix Cloud GenAI Connector are required. For a detailed guide on this process, see the [Add Data Chunks to Your Knowledge Base](/appstore/modules/genai/mx-cloud-genai/MxGenAI-connector/#add-data-chunks-to-your-knowledge-base) section of **Mendix Cloud GenAI Connector**. ## Token Consumption Monitor -The Token consumption monitor shows detailed graphs of the token consumption used for the GenAI resource. Use this overview to see the current usage, insights on the usage per day and compare current month with previous months. +The **Token Consumption Monitor** shows detailed graphs of the token consumption used by the GenAI resource. Use this overview to see the current usage, insights on the usage per day, and to compare the current month with previous months. {{< figure src="/attachments/appstore/platform-supported-content/modules/genai/navigate_mxgenai/GenAIResource_TokenConsumptionMonitor.png" >}} -### Why do we measure token consumption? +### What Are Tokens? + +Tokens are what you pay for when consuming large language model services. + +In order for a large language model to understand text input, the text is first ‘tokenized’: broken down into smaller pieces where each piece represents a token with its unique ID. A good rule of thumb is that 100 tokens are around 75 English words, however there are always differences depending on the model or the language used. After tokenization, each token will be assigned an embeddings vector. The tokens required to feed the input prompt to the model are called ‘input tokens’. The tokens required to transform the model output vectors into, for example, text or images are called ‘output tokens’. -In order for a large language model to understand text input, the text is first ‘tokenized’ - broken down into smaller pieces where each piece represents a token with its unique ID. A good rule of thumb is that 100 tokens are around 75 English words, however there are always differences depending on the model or the language used. After tokenization, each token will be assigned an embeddings vector. The tokens required to feed the input prompt to the model are called ‘input tokens’, the tokens required to transform the model output into for example text or images are called ‘output tokens’. Tokens are what you pay for when consuming large language model services. +### When Are Tokens Consumed? -Note: For Embeddings resources, only input token consumption is being measured, since only the generated embedding vectors are returned and no tokenization takes place when generating the output. Text generation resources contain both input and output tokens (text sent to the model and generated by the model). +Text generation resources consume both input and output tokens (text sent to the model and generated by the model). -### Knowledgebases and Embeddings Resources +Embeddings resources only consume input tokens. This is because only the generated embedding vectors are returned and the generated output is not tokenized. -A Knowledgebase only stores embedding vectors, and uses an Embeddings resource to calculate them. If there is a knowledgebase connected to the Embeddings resource, uploading a document in the knowledgebase will consume tokens in the embeddings resource. +Knowledge base resources do not consume tokens as they only store embedding vectors. Uploading a document to a knowledge base connected to an Embeddings resource will consume tokens in the embeddings resource. ### Exporting Token Consumption Data -It is possible to export consumption data to CSV. The export contains basic information about input tokens, output tokens and dates. Days with no consumption are not exported. +Click **Export** to export consumption data in CSV format. The export contains basic information about input tokens, output tokens, and dates. Days with no consumption are not exported.