peakacom · ozanbatuhanceylan · Jul 4, 2025 · Jul 4, 2025
diff --git a/bi-tools/metabase.mdx b/bi-tools/metabase.mdx
@@ -15,7 +15,7 @@ You need 2 steps to complete Metabase Cloud setup:
 ### Generate Peaka API Key
 
 After you create your project, setup connections and create your catalogs in Peaka, you need to generate a Peaka API Key to use it with Metabase Connector.
-Check out Peaka Documentation for creating your API Key and follow detailed instructions by clicking [here](https://docs.peaka.com/how-to-guides/how-to-generate-api-keys).
+Check out Peaka Documentation on [how to create API Keys](https://docs.peaka.com/how-to-guides/how-to-generate-api-keys) for detailed instructions.
 
 ### Setup Peaka Integration with Startburst Connector
 

diff --git a/bi-tools/preset.mdx b/bi-tools/preset.mdx
@@ -11,7 +11,7 @@ You need 2 steps to complete setup:
 ## Generate API Key
 
 After you create your project, setup connections and create your catalogs in Peaka, you need to generate a Peaka API Key to use it with Preset.
-Check out Peaka Documentation for creating your API Key and follow detailed instructions by clicking [here](https://docs.peaka.com/how-to-guides/how-to-generate-api-keys).
+Check out Peaka Documentation on [how to create API Keys](https://docs.peaka.com/how-to-guides/how-to-generate-api-keys) for detailed instructions.
 
 ## Add Peaka as Database Connection
 

diff --git a/bi-tools/superset.mdx b/bi-tools/superset.mdx
@@ -11,7 +11,7 @@ You need 2 steps to complete setup:
 ## Generate API Key
 
 After you create your project, setup connections and create your catalogs in Peaka, you need to generate a Peaka API Key to use it with Superset.
-Check out Peaka Documentation for creating your API Key and follow detailed instructions by clicking [here](https://docs.peaka.com/how-to-guides/how-to-generate-api-keys).
+Check out Peaka Documentation on [how to create API Keys](https://docs.peaka.com/how-to-guides/how-to-generate-api-keys) for detailed instructions.
 
 ## Add Peaka as Database Connection
 

diff --git a/bi-tools/tableau-web-data.mdx b/bi-tools/tableau-web-data.mdx
@@ -13,7 +13,7 @@ You need 3 steps to complete setup:
 
 ## Generate API Key
 
-After you create your project, setup connections and create your catalogs in Peaka, you need to generate a Peaka API Key to use it with Tableu Connector. Check out Peaka Documentation for creating your API Key and follow detailed instructions by clicking [here](https://docs.peaka.com/how-to-guides/how-to-generate-api-keys).
+After you create your project, setup connections and create your catalogs in Peaka, you need to generate a Peaka API Key to use it with Tableu Connector. Check out Peaka Documentation on [how to create API Keys](https://docs.peaka.com/how-to-guides/how-to-generate-api-keys) for detailed instructions.
 
 ## Install Peaka Tableau Taco File
 

diff --git a/bi-tools/tableau.mdx b/bi-tools/tableau.mdx
@@ -14,7 +14,7 @@ You need 4 steps to complete setup:
 
 ## Generate API Key
 
-After you create your project, setup connections and create your catalogs in Peaka, you need to generate a Peaka API Key to use it with Tableu Connector. Check out Peaka Documentation for creating your API Key and follow detailed instructions by clicking [here](https://docs.peaka.com/how-to-guides/how-to-generate-api-keys).
+After you create your project, setup connections and create your catalogs in Peaka, you need to generate a Peaka API Key to use it with Tableu Connector. Check out Peaka Documentation on [how to create API Keys](https://docs.peaka.com/how-to-guides/how-to-generate-api-keys) for detailed instructions.
 
 ## Install Peaka Tableau Taco File
 

diff --git a/blogs/rag-example-with-api.mdx b/blogs/rag-example-with-api.mdx
@@ -36,15 +36,17 @@ You will need the following accounts for this project:
 
 ## Create Peaka Project and API Key
 
-Once you login to Peaka, you need to create your project and connect sample data sets. Checkout Peaka Documentation for creating your Project and follow detailed instructions by clicking [here.](https://docs.peaka.com/project-operations/how-to-create-a-project) Enter your created project and click `Connect sample data sets` button on the screen as shown in the image below:
+Once you login to Peaka, you need to create your project and connect sample data sets.
+Check out Peaka Documentation on [how to create a project](https://docs.peaka.com/project-operations/how-to-create-a-project) for detailed instructions.
+Enter your created project and click `Connect sample data sets` button on the screen as shown in the image below:
 
 ![connect_sample_data.png](https://cdn.peaka.com/blogs/rag-example-with-api/connect_sample_data.png)
 
 In the sample data set both Peaka Rest Table for SpaceX API and Pinecone data sources are already added. We will use these data sources for our demo app.
 
 After you create your project, setup connections, and create your catalogs in Peaka, you need to generate a Peaka API Key to use it with our project.
 
-Check out Peaka Documentation for creating your API Key and follow the detailed instructions by clicking [here.](https://docs.peaka.com/how-to-guides/how-to-generate-api-keys) Copy and save your Peaka API Key.
+Check out Peaka Documentation on [how to create API Keys](https://docs.peaka.com/how-to-guides/how-to-generate-api-keys) for detailed instructions. Copy and save your Peaka API Key.
 
 ## **Create a Next.js Application**
 

diff --git a/connecting-your-data/add-connection.mdx b/connecting-your-data/add-connection.mdx
@@ -23,6 +23,6 @@ This guide will demonstrate how to add a SaaS Connector in Peaka, using the Peak
   alt="Choose the connector from connections modal"
 />
 
-Peaka docs have documentation for each integration. You can find the documentation of the integration which you want to connect
+There is technical documentation in Peaka Docs for each integration. You can find the documentation of the integration which you want to connect
 
 - [Integrations](https://docs.peaka.com/integrations).
diff --git a/embedded-peaka/data-management-backend.mdx b/embedded-peaka/data-management-backend.mdx
@@ -30,7 +30,7 @@ Users can run queries to retrieve specific information or perform operations. Pe
 
 - You can copy the API key from the dialog box.
 
-For detailed guidance, please refer to the [Create Project documentation](https://docs.peaka.com/how-to-guides/how-to-manage-partner-api-key#creating-a-partner-api-key).
+For detailed guidance, please refer to the documentation on [how to create a partner API key](https://docs.peaka.com/how-to-guides/how-to-manage-partner-api-key#creating-a-partner-api-key).
 
 <img
   src="https://cdn.peaka.com/how-to-guides/how-to-manage-partner-api-key-3.png"
@@ -43,7 +43,7 @@ For detailed guidance, please refer to the [Create Project documentation](https:
 
 - Create your project by using below API.
 
-For detailed guidance, please refer to the [Create Project documentation](https://docs.peaka.com/api-reference/projects/create-project).
+For detailed guidance, please refer to the documentation on [how to create a project](https://docs.peaka.com/api-reference/projects/create-project).
 
 <CodeGroup>
     ```javascript cURL
@@ -165,7 +165,7 @@ For detailed guidance, please refer to the [Create Project documentation](https:
 
 - You will use the API key to authenticate your requests to the Peaka API.
 
-For detailed guidance, please refer to the [Create API Key documentation](https://docs.peaka.com/api-reference/projects-%3E-api-key/create-api-key).
+For detailed guidance, please refer  to the documentation on [how to create a partner API key](https://docs.peaka.com/api-reference/projects-%3E-api-key/create-api-key).
 
 <CodeGroup>
     ```javascript cURL
@@ -284,9 +284,9 @@ For detailed guidance, please refer to the [Create API Key documentation](https:
 
 - The next step is to create a catalog, which will serve as a structured collection of data sourced from a specific origin.
 
-- To view all available catalogs, you can utilize the API. For more details, refer to the [Get Catalog List documentation](https://docs.peaka.com/api-reference/data-catalogs/list-catalogs).
+- To view all available catalogs, you can utilize the API. For more details, refer to the documentation on [how to get a catalog list](https://docs.peaka.com/api-reference/data-catalogs/list-catalogs).
 
-For detailed guidance, please refer to the [Create Catalog documentation](https://docs.peaka.com/api-reference/data->-catalogs/create-catalog).
+For detailed guidance, please refer to the documentation on [how to createa catalog ](https://docs.peaka.com/api-reference/data->-catalogs/create-catalog).
 
 <CodeGroup>
     ```javascript cURL
@@ -409,7 +409,7 @@ For detailed guidance, please refer to the [Create Catalog documentation](https:
 
 - In this step, we will cache your catalog. This allows you to store frequently accessed data in a temporary storage area, which significantly enhances data retrieval speeds.
 
-For detailed guidance, please refer to the [Cache Catalog documentation](https://docs.peaka.com/api-reference/data->-cache/create-cache).
+For detailed guidance, please refer to the documentation on [how to cache a catalog](https://docs.peaka.com/api-reference/data->-cache/create-cache).
 
 <CodeGroup>
     ```javascript cURL
@@ -542,7 +542,7 @@ For detailed guidance, please refer to the [Cache Catalog documentation](https:/
 
 - You are now ready to create queries that allow you to extract and refine data from your catalog based on your requirements.
 
-For detailed guidance, please refer to the [Create Query documentation](https://docs.peaka.com/api-reference/data->-queries/create-query).
+For detailed guidance, please refer to the documentation on [how to create a query](https://docs.peaka.com/api-reference/data->-queries/create-query).
 
 <CodeGroup>
     ```javascript cURL
@@ -671,7 +671,7 @@ For detailed guidance, please refer to the [Create Query documentation](https://
 
 - After running query is completed, you will get the data in response. You can use this data for further processing or analysis as needed.
 
-For detailed guidance, please refer to the [Run Query documentation](https://docs.peaka.com/api-reference/data->-queries/execute-query).
+For detailed guidance, please refer to the documentation on [how to run a query](https://docs.peaka.com/api-reference/data->-queries/execute-query).
 
 <CodeGroup>
     ```javascript cURL

diff --git a/embedded-peaka/data-management-tool-with-ui.mdx b/embedded-peaka/data-management-tool-with-ui.mdx
@@ -34,7 +34,7 @@ If you want to see it in action you can check our example applications that crea
 
 ### Prerequisites
 
-- Partner API Key: To create a Partner API Key, please refer to this [guide](https://docs.peaka.com/how-to-guides/how-to-manage-partner-api-key#how-to-manage-your-partner-api-key) on managing your Partner API Key.
+- Partner API Key: To create a Partner API Key, please refer to our guide on [managing partner API keys](https://docs.peaka.com/how-to-guides/how-to-manage-partner-api-key#how-to-manage-your-partner-api-key).
 
 ## Initiate the Session
 
@@ -209,7 +209,7 @@ In order to do that you should;
     style={{ border: "1px solid #e2e4e7" }}
   />
 
-- If you want to customize the UI, click "Customize UI Theme" button then give a theme name and upload your custom css file. You can also download the valid example of the customization file ([See more about customization](/how-to-guides/how-to-customize-embedded-ui-style)).
+- If you want to customize the UI, click "Customize UI Theme" button then give a theme name and upload your custom css file. You can also download the valid example of the customization file (Check out the related documentation [to learn more about customization](/how-to-guides/how-to-customize-embedded-ui-style)).
   You can add custom css files more than one and change themes in runtime.
 
   <img

diff --git a/embedded-peaka/data-source.mdx b/embedded-peaka/data-source.mdx
@@ -36,7 +36,7 @@ Peaka serves as a powerful data source for your data warehouse, enabling you to
 
 - Your project will be created and you will be redirected to the project page.
 
-For detailed guidance, please refer to the [Create Project documentation](https://docs.peaka.com/project-operations/how-to-create-a-project).
+For detailed guidance, please refer to the documentation on [how to create a project](https://docs.peaka.com/project-operations/how-to-create-a-project).
 
 ### 2. Create a Catalog
 
@@ -60,7 +60,7 @@ Once you are redirected to the project page, locate and click the plus button on
 
 - Your catalog will be successfully created, and you can start managing your data within it.
 
-For detailed guidance, please refer to the [Create Catalog documentation](https://docs.peaka.com/connecting-your-data/add-connection).
+For detailed guidance, please refer to the documentation on [how to create a catalog](https://docs.peaka.com/connecting-your-data/add-connection).
 
 ### 3. Caching
 
@@ -98,7 +98,7 @@ Once you have created the catalog, you will find the catalog table displayed in
 
 - You can copy the API key from the dialog box.
 
-For detailed guidance, please refer to the [Create Project documentation](https://docs.peaka.com/how-to-guides/how-to-manage-partner-api-key#creating-a-partner-api-key).
+For detailed guidance, please refer to the documentation on [how to create a partner API key](https://docs.peaka.com/how-to-guides/how-to-manage-partner-api-key#creating-a-partner-api-key).
 
 <img
   src="https://cdn.peaka.com/how-to-guides/how-to-manage-partner-api-key-3.png"
@@ -111,7 +111,7 @@ For detailed guidance, please refer to the [Create Project documentation](https:
 
 - You are now ready to create queries that allow you to extract and refine data from your catalog based on your requirements.
 
-For detailed guidance, please refer to the [Create Query documentation](https://docs.peaka.com/api-reference/data->-queries/create-query).
+For detailed guidance, please refer to the documentation on [how to create a query](https://docs.peaka.com/api-reference/data->-queries/create-query).
 
 <CodeGroup>
     ```javascript cURL
@@ -240,7 +240,7 @@ For detailed guidance, please refer to the [Create Query documentation](https://
 
 - After running query is completed, you will get the data in response. You can use this data for further processing or analysis as needed.
 
-For detailed guidance, please refer to the [Run Query documentation](https://docs.peaka.com/api-reference/data->-queries/execute-query).
+For detailed guidance, please refer to the documentation on [how to run a query](https://docs.peaka.com/api-reference/data->-queries/execute-query).
 
 <CodeGroup>
     ```javascript cURL

diff --git a/embedded-peaka/data-tool-ui-old.mdx b/embedded-peaka/data-tool-ui-old.mdx
@@ -12,15 +12,15 @@
 
 - You can copy the API key from the dialog box.
 
-For detailed guidance, please refer to the [Create Project documentation](https://docs.peaka.com/how-to-guides/how-to-manage-partner-api-key#creating-a-partner-api-key).
+For detailed guidance, please refer to the documentation on [how to create a partner API key](https://docs.peaka.com/how-to-guides/how-to-manage-partner-api-key#creating-a-partner-api-key).
 
 ### 2. Creating a Project
 
 - Now you have your partner API key, and you need to create a project that will act as a centralized repository for effectively storing and caching your data.
 
 - Create your project by using below API.
 
-For detailed guidance, please refer to the [Create Project documentation](https://docs.peaka.com/api-reference/projects/create-project).
+For detailed guidance, please refer to the documentation on [how to create a project](https://docs.peaka.com/api-reference/projects/create-project).
 
 <CodeGroup>
     ```javascript cURL
@@ -158,7 +158,7 @@ Once you are redirected to the project page, locate and click the plus button on
 
 - Your catalog will be successfully created, and you can start managing your data within it.
 
-For detailed guidance, please refer to the [Create Catalog documentation](https://docs.peaka.com/connecting-your-data/add-connection).
+For detailed guidance, please refer to the documentation on [how to create a catalog](https://docs.peaka.com/connecting-your-data/add-connection).
 
 ### 3. Caching
 
@@ -280,7 +280,7 @@ To execute a query using the API:
 
 - After running query is completed, you will get the data in response. You can use this data for further processing or analysis as needed.
 
-For detailed guidance, please refer to the [Run Query documentation](https://docs.peaka.com/api-reference/data->-queries/execute-query).
+For detailed guidance, please refer to the documentation on [how to run query documentation](https://docs.peaka.com/api-reference/data->-queries/execute-query).
 
 <CodeGroup>
     ```javascript cURL

diff --git a/embedded-peaka/introduction.mdx b/embedded-peaka/introduction.mdx
@@ -21,7 +21,7 @@ Peaka can serve as a **single data source** that consolidates data from multiple
 
 * Simplify your integration process with a single, straightforward connection.
 
-For more information, see [Data Source](/embedded-peaka/data-source).
+For more information, see the [Data Source](/embedded-peaka/data-source) section.
 
 # Peaka as a Data Management Backend
 
@@ -35,7 +35,7 @@ Peaka can function as a **data management backend**, enabling you to:
 
 * Cache data for improved performance.
 
-For more details, refer to the [Data Management Backend](/embedded-peaka/data-management-backend).
+For more details, refer to the [Data Management Backend](/embedded-peaka/data-management-backend) section.
 
 # Peaka as a Complete Data Management Solution
 

diff --git a/how-to-guides/how-to-combine-connector-and-peaka-table-data.mdx b/how-to-guides/how-to-combine-connector-and-peaka-table-data.mdx
@@ -9,15 +9,15 @@ This article provides a step-by-step guide on how to join the data from a connec
 
 Before joining data from a connector and a Peaka Table, ensure that you have the necessary data sources available. You will need:
 
-1. **Peaka Table:** If you don't have a Peaka Table yet, you can create one by following this [guide](https://docs.peaka.com/connecting-your-data/creating-peaka-table).
+1. **Peaka Table:** If you don't have a Peaka Table yet, see the documentation on [how to create a Peaka Table](https://docs.peaka.com/connecting-your-data/creating-peaka-table) for detailed instructions.
 
-2. **Connector data:** You should have data from a connector source. If you don't have any connector data, you can connect your data using a SaaS connector with the help of this [article](https://docs.peaka.com/connecting-your-data/add-connection).
+2. **Connector data:** You should have data from a connector source. If you don't have any connector data, refer to the documentation on [how to connect your data](https://docs.peaka.com/connecting-your-data/add-connection) using a SaaS connector.
 
 ## Step-by-step Guide
 
 Follow these steps to join and use the data from your connector and Peaka Table:
 
-1. **Create an SQL query:** You'll need to create a SQL query that combines data from your connector and Peaka Table. If you're unsure how to create a SQL query, refer to this [guide](https://docs.peaka.com/connecting-your-data/creating-query).
+1. **Create an SQL query:** You'll need to create a SQL query that combines data from your connector and Peaka Table. See the documentation on [how to create a SQL query](https://docs.peaka.com/connecting-your-data/creating-query) for further details.
 
 <img
   src="https://cdn.peaka.com/how-to-guides/combine-connector-data-and-internal-data-1.png"

diff --git a/how-to-guides/how-to-embed-peaka-to-my-app.mdx b/how-to-guides/how-to-embed-peaka-to-my-app.mdx
@@ -7,7 +7,7 @@ Peaka allows you to seamlessly embed its user interface into your web applicatio
 
 ### Prerequisites
 
-- Partner API Key: To create a Partner API Key, please refer to this [guide](https://docs.peaka.com/how-to-guides/how-to-manage-partner-api-key#how-to-manage-your-partner-api-key) on managing your Partner API Key.
+- Partner API Key: To create a Partner API Key, please refer to our guide on [managing partner API keys](https://docs.peaka.com/how-to-guides/how-to-manage-partner-api-key#how-to-manage-your-partner-api-key).
 
 ## Initiate the Session
 
@@ -144,7 +144,7 @@ In order to do that you should;
 
   <Warning>URL is needed for security reasons. Please be aware that your application should be served over HTTPS for use in an iframe.</Warning>
 
-- If you want to customize the UI, click "Customize UI Theme" button then give a theme name and upload your custom css file. You can also download the valid example of the customization file ([See more about customization](/how-to-guides/how-to-customize-embedded-ui-style)).
+- If you want to customize the UI, click "Customize UI Theme" button then give a theme name and upload your custom css file. You can also download the valid example of the customization file (Check out the related documentation [to learn more about customization](/how-to-guides/how-to-customize-embedded-ui-style)).
   You can add custom css files more than one and change themes in runtime.
 
   <img

diff --git a/jexl/using-jexl.mdx b/jexl/using-jexl.mdx
@@ -53,6 +53,6 @@ In addition, we can easily access the value associated with the key 'name' in th
 {{ getRecord_1.name }}
 ```
 
-For detailed guidance on flows, please refer to [this article](https://docs.peaka.com/flows/).
+Please refer to the documentation on [Flows](https://docs.peaka.com/flows/) for detailed instructions.
 
 <img src="https://cdn.peaka.com/jexl/using-jexl-1.png" alt="using-jexl-1" />