GITBOOK-652: Fix roles arcade links

SUMMARY.md

@@ -32,7 +32,7 @@
   * [Harvest More Yield Data Farming](user-guides/how-to-data-farm.md)
   * [Claim Rewards Data Farming](user-guides/claim-ocean-rewards.md)
   * [Liquidity Pools \[deprecated\]](user-guides/remove-liquidity-pools.md)
-* [💻 Developers](developers/README.md)
+* [👨💻 Developers](developers/README.md)
   * [Architecture Overview](developers/architecture.md)
   * [Contracts](developers/contracts/README.md)
     * [Data NFTs](developers/contracts/data-nfts.md)

contribute/README.md

@@ -25,7 +25,7 @@ Follow our steps below to properly document your bug! Paste the screenshots into
 
 For all the super sleuths out there, you may be able to earn a bounty for reporting vulnerabilities in sensitive parts of our code. Check out our page on [Immunify](https://immunefi.com/bounty/oceanprotocol/) for the latest bug bounties available. You can also responsibly disclose flaws by emailing us at [security@oceanprotocol.com](mailto:security@oceanprotocol.com).
 
-<figure><img src="../.gitbook/assets/gif/matrix-code.gif" alt=""><figcaption><p>Did you find a glitch in our code matrix?</p></figcaption></figure>
+<figure><img src="../.gitbook/assets/gif/matrix-code (1).gif" alt=""><figcaption><p>Did you find a glitch in our code matrix?</p></figcaption></figure>
 
 ### Suggest a new feature 🤔💭
 

data-science/README.md

@@ -6,7 +6,7 @@ coverY: 0
 
 # 📊 Data Science
 
-<figure><img src="../.gitbook/assets/gif/my-data.gif" alt="" width="360"><figcaption><p>Ocean Protocol - Built to protect your precious.</p></figcaption></figure>
+<figure><img src="../.gitbook/assets/gif/my-data (1).gif" alt="" width="360"><figcaption><p>Ocean Protocol - Built to protect your precious.</p></figcaption></figure>
 
 ### Why should data scientists use Ocean Protocol?
 
@@ -22,9 +22,9 @@ Ocean Protocol is built for data scientists to **monetize data effectively and**
 
 ### How to design a ML system using Ocean Protocol?
 
-The first step is to tokenize data into data NFTs and datatokens on the blockchain. We offer a no-code way to tokenize data via the [Ocean Market](https://market.oceanprotocol.com). But we also offer code options for data scientists to use the [Ocean.py](../developers/ocean.py/README.md) and [Ocean.js](../developers/ocean.js/README.md) libraries. Data scientists can then build sophisticated ML systems on top of the tokenized data by using composable Ocean Protocol tools. ML models can use a variety of Ocean smart contracts, including Ocean's [Compute-to-Data](../developers/compute-to-data/README.md), to build model outputs all the way to the last-mile delivery for businesses.
+The first step is to tokenize data into data NFTs and datatokens on the blockchain. We offer a no-code way to tokenize data via the [Ocean Market](https://market.oceanprotocol.com). But we also offer code options for data scientists to use the [Ocean.py](../developers/ocean.py/) and [Ocean.js](../developers/ocean.js/) libraries. Data scientists can then build sophisticated ML systems on top of the tokenized data by using composable Ocean Protocol tools. ML models can use a variety of Ocean smart contracts, including Ocean's [Compute-to-Data](../developers/compute-to-data/), to build model outputs all the way to the last-mile delivery for businesses.
 
 ### **Key Links for Data Scientists:**
 
 * Learn the difference between Ocean Protocol [data NFTs and datatokens](../developers/contracts/datanft-and-datatoken.md), the two types of tokenized data assets you need to start building your ML systems.
-* Discover Ocean's [Compute-to-Data](../developers/compute-to-data/README.md) engine that can help you to solve the difficult problem of selling algorithmic compute jobs on your datasets without actually revealing the contents of the algorithm & dataset to the consumer.
+* Discover Ocean's [Compute-to-Data](../developers/compute-to-data/) engine that can help you to solve the difficult problem of selling algorithmic compute jobs on your datasets without actually revealing the contents of the algorithm & dataset to the consumer.

developers/README.md

@@ -11,14 +11,14 @@ coverY: 0
 
 With Ocean, crypto wallets transform into magical data wallets, where your data can roam freely and securely. Crypto exchanges? Well, they've taken on a new role as data marketplaces, where you can showcase and trade your valuable data treasures. And hold on tight because DAOs are here to create epic data co-ops, where collaboration and innovation reign supreme! 🤝
 
-But hold on tight, because we have even more in store for you! With Ocean Protocol, you gain access to a treasure trove of tools that will unlock your data scientist superpowers and allow you to unleash your creativity. Whether you're a Python aficionado or a JavaScript maestro, we have you covered with [ocean.py](ocean.py/README.md) and [ocean.js](ocean.js/README.md) libraries. So, get ready to dive into the depths of data innovation and create the next groundbreaking dAapp (that's a decentralized App, by the way) using [ocean.js's](ocean.js/README.md) powerful capabilities or unleash your skills with [ocean.py](ocean.py/README.md). It's time to shake up the data world like never before! 🌐🚀
+But hold on tight, because we have even more in store for you! With Ocean Protocol, you gain access to a treasure trove of tools that will unlock your data scientist superpowers and allow you to unleash your creativity. Whether you're a Python aficionado or a JavaScript maestro, we have you covered with [ocean.py](ocean.py/) and [ocean.js](ocean.js/) libraries. So, get ready to dive into the depths of data innovation and create the next groundbreaking dAapp (that's a decentralized App, by the way) using [ocean.js's](ocean.js/) powerful capabilities or unleash your skills with [ocean.py](ocean.py/). It's time to shake up the data world like never before! 🌐🚀
 
 <figure><img src="../.gitbook/assets/general/developers.png" alt=""><figcaption><p>Ocean Protocol Explorer</p></figcaption></figure>
 
-At the core of the Ocean Protocol, you'll find a constellation of [smart contracts](contracts/README.md) that bring extraordinary capabilities to every data asset. Here's where the magic happens! Every asset gets its own cool and unique [**ERC721 data NFT**](contracts/data-nfts.md#what-is-a-data-nft), along with one (or more) [**ERC20 datatokens**](contracts/datanft-and-datatoken.md). It's like giving your data its very own superhero cape! 🦸‍♂️
+At the core of the Ocean Protocol, you'll find a constellation of [smart contracts](contracts/) that bring extraordinary capabilities to every data asset. Here's where the magic happens! Every asset gets its own cool and unique [**ERC721 data NFT**](contracts/data-nfts.md#what-is-a-data-nft), along with one (or more) [**ERC20 datatokens**](contracts/datanft-and-datatoken.md). It's like giving your data its very own superhero cape! 🦸‍♂️
 
-These [smart contracts](contracts/README.md) form the backbone of Ocean Protocol, empowering data assets with unparalleled value and enabling seamless integration with the wider blockchain ecosystem. Through the [contracts](contracts/README.md), data becomes not only valuable but also tradable, allowing you to unleash the true potential of your data treasures.
+These [smart contracts](contracts/) form the backbone of Ocean Protocol, empowering data assets with unparalleled value and enabling seamless integration with the wider blockchain ecosystem. Through the [contracts](contracts/), data becomes not only valuable but also tradable, allowing you to unleash the true potential of your data treasures.
 
-<figure><img src="../.gitbook/assets/contracts/smart-contracts.png" alt=""><figcaption><p>Smart Contracts</p></figcaption></figure>
+<figure><img src="../.gitbook/assets/contracts/smart-contracts (1).png" alt=""><figcaption><p>Smart Contracts</p></figcaption></figure>
 
-Now, if you're new to the world of web3 and blockchain technologies, fear not! We've got you covered. Before diving into the depths of Ocean Protocol, we recommend starting with some introductory guides. These [guides](../user-guides/README.md) will gently introduce you to the magical world of [web3](../discover/wallets/README.md) and help you understand the [basics](../discover/wallets-and-ocean-tokens.md) before you embark on your epic data-driven adventure.
+Now, if you're new to the world of web3 and blockchain technologies, fear not! We've got you covered. Before diving into the depths of Ocean Protocol, we recommend starting with some introductory guides. These [guides](../user-guides/) will gently introduce you to the magical world of [web3](../discover/wallets/) and help you understand the [basics](../discover/wallets-and-ocean-tokens.md) before you embark on your epic data-driven adventure.

developers/architecture.md

@@ -10,9 +10,9 @@ Embark on an exploration of the innovative realm of Ocean Protocol, where data f
 
 ### Layer 1: The Foundational Blockchain Layer
 
-At the core of Ocean Protocol lies the robust [Blockchain Layer](contracts/README.md). Powered by blockchain technology, this layer ensures secure and transparent transactions. It forms the bedrock of decentralized trust, where data providers and consumers come together to trade valuable assets.
+At the core of Ocean Protocol lies the robust [Blockchain Layer](contracts/). Powered by blockchain technology, this layer ensures secure and transparent transactions. It forms the bedrock of decentralized trust, where data providers and consumers come together to trade valuable assets.
 
-The [smart contracts](contracts/README.md) are deployed on the Ethereum mainnet and other compatible [networks](../discover/networks/README.md). The libraries encapsulate the calls to these smart contracts and provide features like publishing new assets, facilitating consumption, managing pricing, and much more. To explore the contracts in more depth, go ahead to the [contracts](contracts/README.md) section.
+The [smart contracts](contracts/) are deployed on the Ethereum mainnet and other compatible [networks](../discover/networks/). The libraries encapsulate the calls to these smart contracts and provide features like publishing new assets, facilitating consumption, managing pricing, and much more. To explore the contracts in more depth, go ahead to the [contracts](contracts/) section.
 
 ### Layer 2: The Empowering Middle Layer
 
@@ -20,22 +20,22 @@ Above the smart contracts, you'll find essential [libraries](architecture.md#lib
 
 #### Libraries
 
-These libraries include [Ocean.js](ocean.js/README.md), a JavaScript library, and [Ocean.py](ocean.py/README.md), a Python library. They serve as powerful tools for developers, enabling integration and interaction with the protocol.
+These libraries include [Ocean.js](ocean.js/), a JavaScript library, and [Ocean.py](ocean.py/), a Python library. They serve as powerful tools for developers, enabling integration and interaction with the protocol.
 
-1. [Ocean.js](ocean.js/README.md): Ocean.js is a JavaScript library that serves as a powerful tool for developers looking to integrate their applications with the Ocean Protocol ecosystem. Designed to facilitate interaction with the protocol, Ocean.js provides a comprehensive set of functionalities, including data tokenization, asset management, and smart contract interaction. Ocean.js simplifies the process of implementing data access controls, building dApps, and exploring data sets within a decentralized environment.
-2. [Ocean.py](ocean.py/README.md): Ocean.py is a Python library that empowers developers to integrate their applications with the Ocean Protocol ecosystem. With its rich set of functionalities, Ocean.py provides a comprehensive toolkit for interacting with the protocol. Developers and [data scientists](../data-science/README.md) can leverage Ocean.py to perform a wide range of tasks, including data tokenization, asset management, and smart contract interactions. This library serves as a bridge between Python and the decentralized world of Ocean Protocol, enabling you to harness the power of decentralized data.
+1. [Ocean.js](ocean.js/): Ocean.js is a JavaScript library that serves as a powerful tool for developers looking to integrate their applications with the Ocean Protocol ecosystem. Designed to facilitate interaction with the protocol, Ocean.js provides a comprehensive set of functionalities, including data tokenization, asset management, and smart contract interaction. Ocean.js simplifies the process of implementing data access controls, building dApps, and exploring data sets within a decentralized environment.
+2. [Ocean.py](ocean.py/): Ocean.py is a Python library that empowers developers to integrate their applications with the Ocean Protocol ecosystem. With its rich set of functionalities, Ocean.py provides a comprehensive toolkit for interacting with the protocol. Developers and [data scientists](../data-science/) can leverage Ocean.py to perform a wide range of tasks, including data tokenization, asset management, and smart contract interactions. This library serves as a bridge between Python and the decentralized world of Ocean Protocol, enabling you to harness the power of decentralized data.
 
 #### Middleware components
 
 Additionally, in supporting the discovery process, middleware components come into play:
 
-1. [Aquarius](aquarius/README.md): Aquarius acts as a metadata cache, enhancing search efficiency by caching on-chain data into Elasticsearch. By accelerating metadata retrieval, Aquarius enables faster and more efficient data discovery.
-2. [Provider](provider/README.md): The Provider component plays a crucial role in facilitating various operations within the ecosystem. It assists in asset downloading, handles [DDO](ddo-specification.md) (Decentralized Data Object) encryption, and establishes communication with the operator-service for Compute-to-Data jobs. This ensures secure and streamlined interactions between different participants.
-3. [Subgraph](subgraph/README.md): The Subgraph is an off-chain service that utilizes GraphQL to offer efficient access to information related to datatokens, users, and balances. By leveraging the subgraph, data retrieval becomes faster compared to an on-chain query. This enhances the overall performance and responsiveness of applications that rely on accessing this information.
+1. [Aquarius](aquarius/): Aquarius acts as a metadata cache, enhancing search efficiency by caching on-chain data into Elasticsearch. By accelerating metadata retrieval, Aquarius enables faster and more efficient data discovery.
+2. [Provider](provider/): The Provider component plays a crucial role in facilitating various operations within the ecosystem. It assists in asset downloading, handles [DDO](ddo-specification.md) (Decentralized Data Object) encryption, and establishes communication with the operator-service for Compute-to-Data jobs. This ensures secure and streamlined interactions between different participants.
+3. [Subgraph](subgraph/): The Subgraph is an off-chain service that utilizes GraphQL to offer efficient access to information related to datatokens, users, and balances. By leveraging the subgraph, data retrieval becomes faster compared to an on-chain query. This enhances the overall performance and responsiveness of applications that rely on accessing this information.
 
 #### Compute-to-Data
 
-[Compute-to-Data](compute-to-data/README.md) (C2D) represents a groundbreaking paradigm within the Ocean Protocol ecosystem, revolutionizing the way data is processed and analyzed. With C2D, the traditional approach of moving data to the computation is inverted, ensuring privacy and security. Instead, algorithms are securely transported to the data sources, enabling computation to be performed locally, without the need to expose sensitive data. This innovative framework facilitates collaborative data analysis while preserving data privacy, making it ideal for scenarios where data owners want to retain control over their valuable assets. C2D provides a powerful tool for enabling secure and privacy-preserving data analysis and encourages collaboration among data providers, ensuring the utilization of valuable data resources while maintaining strict privacy protocols.
+[Compute-to-Data](compute-to-data/) (C2D) represents a groundbreaking paradigm within the Ocean Protocol ecosystem, revolutionizing the way data is processed and analyzed. With C2D, the traditional approach of moving data to the computation is inverted, ensuring privacy and security. Instead, algorithms are securely transported to the data sources, enabling computation to be performed locally, without the need to expose sensitive data. This innovative framework facilitates collaborative data analysis while preserving data privacy, making it ideal for scenarios where data owners want to retain control over their valuable assets. C2D provides a powerful tool for enabling secure and privacy-preserving data analysis and encourages collaboration among data providers, ensuring the utilization of valuable data resources while maintaining strict privacy protocols.
 
 ### Layer 3: The Accessible Application Layer
 
@@ -45,6 +45,6 @@ Prominently featured within this layer is [Ocean Market](../user-guides/using-oc
 
 ### Layer 4: The Friendly Wallets
 
-At the top of the Ocean Protocol ecosystem, we find the esteemed [Web 3 Wallets](../discover/wallets/README.md), the gateway for users to immerse themselves in the world of decentralized data transactions. These wallets serve as trusted companions, enabling users to seamlessly transact within the ecosystem, purchase and sell data NFTs, and acquire valuable datatokens. For a more detailed exploration of Web 3 Wallets and their capabilities, you can refer to the [wallet intro page](../discover/wallets/README.md).
+At the top of the Ocean Protocol ecosystem, we find the esteemed [Web 3 Wallets](../discover/wallets/), the gateway for users to immerse themselves in the world of decentralized data transactions. These wallets serve as trusted companions, enabling users to seamlessly transact within the ecosystem, purchase and sell data NFTs, and acquire valuable datatokens. For a more detailed exploration of Web 3 Wallets and their capabilities, you can refer to the [wallet intro page](../discover/wallets/).
 
 With the layers of the architecture clearly delineated, the stage is set for a comprehensive exploration of their underlying logic and intricate design. By examining each individually, we can gain a deeper understanding of their unique characteristics and functionalities.

developers/build-a-marketplace/customising-your-market.md

@@ -121,7 +121,7 @@ Open up `src/components/Publish/Metadata/index.tsx` and change line 33 so that i
 
 Great, now our publish page explains that users should be publishing photos and the photo is provided as an asset type option. We’ll also leave the algorithm as an option in case some data scientists want to do some analysis or image transformation on the photos.
 
-![Market Customisation](../../.gitbook/assets/market/publish-page-2.png)
+![Market Customisation](<../../.gitbook/assets/market/publish-page-2 (1).png>)
 
 There is one more thing that is fun to change before we move away from the publish form. You’ll notice that Ocean Market V4 now has a cool SVG generation feature that creates the images for the Data NFT. It creates a series of pink waves. Let’s change this so that it uses our brand colors in the waves!
 
@@ -139,7 +139,7 @@ And now your customized publish page is ready for your customers:
 
 ## Advanced customization
 
-This important step is the last thing that we will change in this guide. To set the marketplace fees and address, you’ll need to save them as environmental variables. You'll also need to set the environmental variables if you customized services like Aquarius, Provider, or Subgraph.&#x20;
+This important step is the last thing that we will change in this guide. To set the marketplace fees and address, you’ll need to save them as environmental variables. You'll also need to set the environmental variables if you customized services like Aquarius, Provider, or Subgraph.
 
 First, we are going to create a new file called `.env` in the root of your repository.
 
@@ -176,7 +176,7 @@ NEXT_PUBLIC_CONSUME_MARKET_FIXED_SWAP_FEE="0.01"
 
 At this point, we have made a lot of changes and hopefully, you’re happy with the way that your marketplace is looking. Given that you now have your own awesome photo marketplace, it’s about time we talked about monetizing it. Yup, that’s right - you will earn a [commission](../contracts/fees.md) when people buy and sell photos in your marketplace. In Ocean V4, there are a whole host of new [fees](../contracts/fees.md) and customization options that you can use. In order to receive the fees you’ll need to set the address where you want to receive these fees in.
 
-When someone sets the pricing for their photos in your marketplace, they are informed that a commission will be sent to the owner of the marketplace. You see that at the moment this fee is set to zero, so you’ll want to increase that.&#x20;
+When someone sets the pricing for their photos in your marketplace, they are informed that a commission will be sent to the owner of the marketplace. You see that at the moment this fee is set to zero, so you’ll want to increase that.
 
 You need to replace “0x123abc” with your Ethereum address (this is where the fees will be sent).
 
@@ -202,7 +202,7 @@ You have the flexibility to tailor the ocean market according to your preference
 
 ### Using a custom MetadataCache
 
-If you intend to utilize the ocean market with a custom [Aquarius](../aquarius/README.md) deployment, you can also make set a custom MetadataCache flag. To do this, you will need to update the same file mentioned earlier. However, instead of modifying the `NEXT_PUBLIC_PROVIDER_URL` key, you should update the `NEXT_PUBLIC_METADATACACHE_URI` key. By updating this key, you can specify the URI for your custom Aquarius deployment, enabling you to take advantage of the ocean market with your preferred metadata cache setup.
+If you intend to utilize the ocean market with a custom [Aquarius](../aquarius/) deployment, you can also make set a custom MetadataCache flag. To do this, you will need to update the same file mentioned earlier. However, instead of modifying the `NEXT_PUBLIC_PROVIDER_URL` key, you should update the `NEXT_PUBLIC_METADATACACHE_URI` key. By updating this key, you can specify the URI for your custom Aquarius deployment, enabling you to take advantage of the ocean market with your preferred metadata cache setup.
 
 ### Using a custom subgraph
 
@@ -210,4 +210,4 @@ Using a custom subgraph with the ocean market requires additional steps due to t
 
 To utilize a custom subgraph, you will need to implement additional logic within the `getOceanConfig` function located in the `src/utils/ocean.ts` file. By modifying this function, you can ensure that the market uses the desired custom subgraph for the selected network. This is particularly relevant if your market aims to support multiple networks and you do not want to enforce the use of the same subgraph across all networks. By incorporating the necessary logic within `getOceanConfig`, you can ensure the market utilizes the appropriate custom subgraph for each network, enabling the desired level of customization. If the mentioned scenario doesn't apply to your situation, there is another approach you can take. Similar to the previously mentioned examples, you can modify the `.env` file by updating the key labeled `NEXT_PUBLIC_SUBGRAPH_URI`. By making changes to this key, you can configure the ocean market to utilize your preferred subgraph deployment. This alternative method allows you to customize the market's behavior and ensure it utilizes the desired subgraph, even if you don't require different subgraph deployments for each network.
 
-\
+\\

developers/compute-to-data/compute-to-data-architecture.md

@@ -24,7 +24,7 @@ The interaction between the Consumer and the Provider follows a specific workflo
 Throughout the computation process, the Consumer has the ability to check the status of the job by making a query to the Provider using the `getJobDetails(XXXX)` function, providing the job identifier (`XXXX`) as a reference.
 
 {% hint style="info" %}
-You have the option to initiate a compute job using one or more data assets. You can explore this functionality by utilizing the [ocean.py](../ocean.py/README.md) and [ocean.js](../ocean.js/README.md) libraries.
+You have the option to initiate a compute job using one or more data assets. You can explore this functionality by utilizing the [ocean.py](../ocean.py/) and [ocean.js](../ocean.js/) libraries.
 {% endhint %}
 
 Now, let's delve into the inner workings of the Provider. Initially, it verifies whether the Consumer has sent the appropriate datatokens to gain access to the desired data. Once validated, the Provider interacts with the Operator-Service, a microservice responsible for coordinating the job execution. The Provider submits a request to the Operator-Service, which subsequently forwards the request to the Operator-Engine, the actual compute system in operation.
@@ -46,9 +46,9 @@ Before the flow can begin, these pre-conditions must be met:
 
 ### Access Control using Ocean Provider
 
-Similar to the `access service`, the `compute service` within Ocean Protocol relies on the [Ocean Provider](../provider/README.md), which is a crucial component managed by the asset Publishers. The role of the Ocean Provider is to facilitate interactions with users and handle the fundamental aspects of a Publisher's infrastructure, enabling seamless integration into the Ocean Protocol ecosystem. It serves as the primary interface for direct interaction with the infrastructure where the data is located.
+Similar to the `access service`, the `compute service` within Ocean Protocol relies on the [Ocean Provider](../provider/), which is a crucial component managed by the asset Publishers. The role of the Ocean Provider is to facilitate interactions with users and handle the fundamental aspects of a Publisher's infrastructure, enabling seamless integration into the Ocean Protocol ecosystem. It serves as the primary interface for direct interaction with the infrastructure where the data is located.
 
-The [Ocean Provider](../provider/README.md) encompasses the necessary credentials to establish secure and authorized interactions with the underlying infrastructure. Initially, this infrastructure may be hosted in cloud providers, although it also has the flexibility to extend to on-premise environments if required. By encompassing the necessary credentials, the Ocean Provider ensures the smooth and controlled access to the infrastructure, allowing Publishers to effectively leverage the compute service within Ocean Protocol.
+The [Ocean Provider](../provider/) encompasses the necessary credentials to establish secure and authorized interactions with the underlying infrastructure. Initially, this infrastructure may be hosted in cloud providers, although it also has the flexibility to extend to on-premise environments if required. By encompassing the necessary credentials, the Ocean Provider ensures the smooth and controlled access to the infrastructure, allowing Publishers to effectively leverage the compute service within Ocean Protocol.
 
 ### Operator Service
 

developers/contracts/datanft-and-datatoken.md

@@ -7,7 +7,7 @@ description: >-
 
 # Data NFTs and Datatokens
 
-<figure><img src="../../.gitbook/assets/architecture/DataNFT&Datatokens.png" alt=""><figcaption><p>Data NFTs and Datatokens</p></figcaption></figure>
+<figure><img src="../../.gitbook/assets/architecture/DataNFT&#x26;Datatokens.png" alt=""><figcaption><p>Data NFTs and Datatokens</p></figcaption></figure>
 
 In summary: A [**data NFT**](data-nfts.md) serves as a **representation of the copyright** or exclusive license for a data asset on the blockchain, known as the [**base IP**](../../discover/glossary.md). **Datatokens**, on the other hand, function as a crucial mechanism for **decentralized access** to data assets.
 
@@ -50,7 +50,7 @@ The V4 smart contracts publishing includes the following steps:
 
 Below is a visual representation that illustrates the flow:
 
-<figure><img src="../../.gitbook/assets/contracts/publish_detailed_flow.png" alt=""><figcaption><p>Data NFT &#x26; Datatokens flow</p></figcaption></figure>
+<figure><img src="../../.gitbook/assets/contracts/publish_detailed_flow (1).png" alt=""><figcaption><p>Data NFT &#x26; Datatokens flow</p></figcaption></figure>
 
 We have some awesome hands-on experience when it comes to publishing a data NFT and minting datatokens.
 

developers/contracts/pricing-schemas.md

@@ -182,8 +182,8 @@ function createNftWithErc20WithDispenser(
 
 </details>
 
-To make the most of these pricing models, you can rely on user-friendly libraries such as [Ocean.js ](../ocean.js/README.md)and [Ocean.py](../ocean.py/README.md), specifically developed for interacting with Ocean Protocol.
+To make the most of these pricing models, you can rely on user-friendly libraries such as [Ocean.js ](../ocean.js/)and [Ocean.py](../ocean.py/), specifically developed for interacting with Ocean Protocol.
 
 With Ocean.js, you can use the [createFRE() ](../ocean.js/publish.md)function to effortlessly deploy a data NFT (non-fungible token) and datatoken with a fixed-rate exchange pricing model. Similarly, in Ocean.py, the [create\_url\_asset()](../ocean.py/publish-flow.md#create-an-asset--pricing-schema-simultaneously) function allows you to create an asset with fixed pricing. These libraries simplify the process of interacting with Ocean Protocol, managing pricing, and handling asset creation.
 
-By taking advantage of Ocean Protocol's pricing options and leveraging the capabilities of [Ocean.js](../ocean.js/README.md) and [Ocean.py](../ocean.py/README.md) (or by using the [Market](../../user-guides/using-ocean-market.md)), you can effectively monetize your data assets while ensuring transparent and seamless access for data consumers.
+By taking advantage of Ocean Protocol's pricing options and leveraging the capabilities of [Ocean.js](../ocean.js/) and [Ocean.py](../ocean.py/) (or by using the [Market](../../user-guides/using-ocean-market.md)), you can effectively monetize your data assets while ensuring transparent and seamless access for data consumers.

developers/contracts/revenue.md

@@ -20,7 +20,7 @@ In the case of [ERC20TemplateEnterprise](datatoken-templates.md#enterprise-templ
 On the other hand, with [ERC20Template](datatoken-templates.md#regular-template), for a fixed rate exchange, the revenue is available at the fixed rate exchange level. The owner or the payment collector has the authority to manually retrieve the revenue.
 {% endhint %}
 
-There are several methods available for establishing a new **payment collector**. You have the option to utilize the ERC20Template/ERC20TemplateEnterprise contract directly. Another approach is to leverage the [ocean.py](../ocean.py/README.md) and [ocean.js](../ocean.js/README.md) libraries. Alternatively, you can employ the network explorer associated with your asset. Lastly, you can directly set it up within the Ocean Market.
+There are several methods available for establishing a new **payment collector**. You have the option to utilize the ERC20Template/ERC20TemplateEnterprise contract directly. Another approach is to leverage the [ocean.py](../ocean.py/) and [ocean.js](../ocean.js/) libraries. Alternatively, you can employ the network explorer associated with your asset. Lastly, you can directly set it up within the Ocean Market.
 
 Here are some examples of how to set up a new payment collector using the mentioned methods:
 
@@ -33,7 +33,7 @@ paymentCollectorAddress = 'New payment collector address'
 await datatoken.setPaymentCollector(datatokenAddress, callerAddress, paymentCollectorAddress)
 ```
 
-2. Using [Ocean.py](https://github.com/oceanprotocol/ocean.py/blob/bad11fb3a4cb00be8bab8febf3173682e1c091fd/ocean_lib/models/test/test_datatoken.py#L39).
+2. Using [Ocean.py](https://github.com/oceanprotocol/ocean.py/blob/bad11fb3a4cb00be8bab8febf3173682e1c091fd/ocean\_lib/models/test/test\_datatoken.py#L39).
 
 ```python
 datatokenAddress = 'Your datatoken address'

developers/contracts/roles.md

@@ -23,7 +23,7 @@ The NFT owner is the owner of the base-IP and is therefore at the highest level.
 With the exception of the NFT owner role, all other roles can be assigned to multiple users.
 {% endhint %}
 
-There are several methods available to assign roles and permissions. One option is to utilize the [ocean.py](../ocean.py/README.md) and [ocean.js](../ocean.js/README.md) libraries that we provide. These libraries offer a streamlined approach for assigning roles and permissions programmatically.
+There are several methods available to assign roles and permissions. One option is to utilize the [ocean.py](../ocean.py/) and [ocean.js](../ocean.js/) libraries that we provide. These libraries offer a streamlined approach for assigning roles and permissions programmatically.
 
 Alternatively, for a more straightforward solution that doesn't require coding, you can utilize the network explorer of your asset's network. By accessing the network explorer, you can directly interact with the contracts associated with your asset. Below, we provide a few examples to help guide you through the process.
 
@@ -292,6 +292,8 @@ function removeMinter(address _minter) external onlyERC20Deployer {
 
 </details>
 
+
+
 {% @arcade/embed flowId="OHlwsPbf29S1PLh03FM7" url="https://app.arcade.software/share/OHlwsPbf29S1PLh03FM7" %}
 
 ### Fee Manager

discover/explore.md

@@ -9,7 +9,7 @@ Ocean Protocol is a **decentralized data exchange protocol** that aims to unlock
 Ocean Protocol is used for a variety of purposes, including:
 
 1. **Data Sharing**: Ocean Protocol allows individuals and organizations to share data securely and privately, enabling data owners to monetize their data assets while maintaining control over their data.
-2. **Data Monetization**: Data owners can monetize their data by offering it for sale or by providing data services through compute-to-data (C2D) capabilities. Data consumers can access and utilize data assets. 
+2. **Data Monetization**: Data owners can monetize their data by offering it for sale or by providing data services through compute-to-data (C2D) capabilities. Data consumers can access and utilize data assets.
 3. **Decentralized Data Marketplaces**: Ocean Protocol facilitates the creation of decentralized data marketplaces where data providers can list their data assets and data consumers can discover and access them. These marketplaces operate on a peer-to-peer basis, eliminating the need for intermediaries and providing more efficient and transparent data transactions.
 4. **AI Development**: Ocean Protocol supports the development of AI models by providing access to diverse and high-quality datasets. Data scientists and AI developers can leverage these datasets to train and improve their models, leading to more accurate and robust AI systems.
 5. **Access control:** Ocean Protocol incorporates token-gating mechanisms that grant or restrict access to specific data assets based on predefined criteria, ensuring controlled and regulated data sharing within the ecosystem.
@@ -74,7 +74,7 @@ The following guides will help you get started with buying and selling data:
 
 * [Publish an NFT](../user-guides/publish-data-nfts.md)
 * [Download an NFT](../user-guides/buy-data-nfts.md)
-* [Host Assets](../user-guides/asset-hosting/README.md)
+* [Host Assets](../user-guides/asset-hosting/)
 
 </details>
 
@@ -82,7 +82,7 @@ The following guides will help you get started with buying and selling data:
 
 <summary><mark style="color:blue;">Manage datatokens and data NFTs for use in DeFi</mark><br><br>Ocean makes it easy to publish data services (deploy ERC721 data NFTs and ERC20 datatokens), and to consume data services (spend datatokens). Crypto wallets, exchanges, and DAOs become data wallets, exchanges, and DAOs.</summary>
 
-Use Ocean [JavaScript](../developers/ocean.js/README.md) or [Python](../developers/ocean.py/README.md) drivers to manage data NFTs and datatokens:
+Use Ocean [JavaScript](../developers/ocean.js/) or [Python](../developers/ocean.py/) drivers to manage data NFTs and datatokens:
 
 Ocean-based apps make data assets on-ramps and off-ramps easy for end users. Ocean smart contracts and libraries make this easy for developers. The data itself does not need to be on-chain, just the access control.
 
@@ -102,7 +102,7 @@ Since datatokens are ERC20, and live on Ethereum mainnet, there's a whole ecosys
 
 <summary><a href="https://medium.com/p/477b3decad51#7922"><mark style="color:orange;">Run Your Own Provider</mark></a><br><br>You have the option to generate revenue by running your own <a href="../developers/provider/">provider</a>. It has come to our attention that many of you have not pursued this opportunity, primarily due to the lack of compelling incentives.</summary>
 
-If you're not familiar with it, the Ocean [Provider](../developers/provider/README.md) serves as the proxy service responsible for encrypting/decrypting data and streaming it to the consumer. It also verifies user access privileges for specific data assets or services. It plays a vital role in the Ocean architecture.
+If you're not familiar with it, the Ocean [Provider](../developers/provider/) serves as the proxy service responsible for encrypting/decrypting data and streaming it to the consumer. It also verifies user access privileges for specific data assets or services. It plays a vital role in the Ocean architecture.
 
 Fees are now paid to the individual or organization running the provider when a user downloads a data asset. The download fees are set based on the cost per MB, and there is also a provider fee for compute jobs, which is priced per minute.
 
@@ -116,7 +116,7 @@ Furthermore, provider fees are not restricted to data consumption; they can also
 
 <summary><mark style="color:purple;">Earn Rewards</mark><br><br>The <a href="../rewards/df-max-out-yield.md">Data Farming</a> initiative is a key feature of Ocean Protocol that empowers participants to earn <a href="../rewards/">rewards</a> while contributing to a decentralized data economy. By staking Ocean tokens and actively participating in data markets, users play a vital role in enhancing the availability and accessibility of valuable data assets</summary>
 
-Through the Data Farming initiative, you are incentivized to lock Ocean tokens for [veOcean](../rewards/veocean.md). By staking your tokens, you not only support the growth and sustainability of the ecosystem but also earn a share of the generated incentives💰. The Data Farming initiative offers participants a unique opportunity to earn [rewards](../rewards/README.md) while making a meaningful impact in the data marketplace.
+Through the Data Farming initiative, you are incentivized to lock Ocean tokens for [veOcean](../rewards/veocean.md). By staking your tokens, you not only support the growth and sustainability of the ecosystem but also earn a share of the generated incentives💰. The Data Farming initiative offers participants a unique opportunity to earn [rewards](../rewards/) while making a meaningful impact in the data marketplace.
 
 Participating in the Data Farming initiative demonstrates a commitment to the principles of **fairness**, **transparency**, and **collaboration** that underpin Ocean Protocol. It allows you to actively engage with the ecosystem, promoting innovation, and driving the evolution of the decentralized data economy.
 

discover/ocean-101.md

@@ -9,16 +9,16 @@ Ocean Protocol utilizes a combination of blockchain technology, decentralized ne
 1. **Asset Registration**: Data providers register their data assets on the Ocean blockchain, providing metadata that describes the asset, its usage terms, and pricing information. This metadata is stored on-chain and can be accessed by potential data consumers.
 2. **Discovery and Access Control**: Data consumers can discover available data assets through decentralized metadata services like Aquarius. Access control mechanisms, such as smart contracts, verify the consumer's permissions and handle the transfer of data access tokens.
 3. **Secure Data Exchange**: When a data consumer purchases access to a data asset, the asset's metadata, and access instructions are encrypted by the data provider using the Provider service. The encrypted asset is then securely transferred to the consumer, who can decrypt and utilize it without revealing the asset's URL.
-4. [**Compute-to-Data**](../developers/compute-to-data/README.md) **(C2D)**: Ocean Protocol supports C2D capabilities, allowing data consumers to perform computations on data assets without direct access to the underlying data. The compute operations are executed in a secure and controlled environment, ensuring data privacy and compliance.
+4. [**Compute-to-Data**](../developers/compute-to-data/) **(C2D)**: Ocean Protocol supports C2D capabilities, allowing data consumers to perform computations on data assets without direct access to the underlying data. The compute operations are executed in a secure and controlled environment, ensuring data privacy and compliance.
 5. **Incentives and Governance**: Ocean Protocol incorporates tokenomics and a governance framework to incentivize participants and ensure the sustainability and evolution of the ecosystem. Participants can earn and stake Ocean tokens (OCEAN) for veOCEANs, curate data, contribute to the network and participate in governance decisions.
 
 Ocean Protocol also combines advanced technologies and web components to create a robust and efficient data ecosystem.
 
-<figure><img src="../.gitbook/assets/architecture/Ocean101.png" alt=""><figcaption><p>Ocean architectural overview </p></figcaption></figure>
+<figure><img src="../.gitbook/assets/architecture/Ocean101.png" alt=""><figcaption><p>Ocean architectural overview</p></figcaption></figure>
 
-Powerful libraries such as [Ocean.js](../developers/ocean.js/README.md) (JavaScript) and [Ocean.py](../developers/ocean.py/README.md) (Python) facilitate seamless integration and interaction with the protocol, offering a wide range of functionalities.
+Powerful libraries such as [Ocean.js](../developers/ocean.js/) (JavaScript) and [Ocean.py](../developers/ocean.py/) (Python) facilitate seamless integration and interaction with the protocol, offering a wide range of functionalities.
 
-Ocean Protocol incorporates middleware components that enhance efficiency and streamline interactions. Components such as [Aquarius](../developers/aquarius/README.md) act as a metadata cache, improving search efficiency by caching on-chain data into Elasticsearch while [Provider](../developers/provider/README.md) plays a crucial role in various ecosystem operations, assisting in asset downloading, handling encryption of [Decentralized Data Objects](../developers/ddo-specification.md) (DDOs), and facilitating communication with the operator-service for Compute-to-Data jobs. And finally, the [Subgraph](../developers/subgraph/README.md), an off-chain service leveraging GraphQL, offers efficient access to information related to datatokens, users, and balances.
+Ocean Protocol incorporates middleware components that enhance efficiency and streamline interactions. Components such as [Aquarius](../developers/aquarius/) act as a metadata cache, improving search efficiency by caching on-chain data into Elasticsearch while [Provider](../developers/provider/) plays a crucial role in various ecosystem operations, assisting in asset downloading, handling encryption of [Decentralized Data Objects](../developers/ddo-specification.md) (DDOs), and facilitating communication with the operator-service for Compute-to-Data jobs. And finally, the [Subgraph](../developers/subgraph/), an off-chain service leveraging GraphQL, offers efficient access to information related to datatokens, users, and balances.
 
 These libraries and middleware components contribute to efficient data discovery and secure interactions within the Ocean Protocol ecosystem.
 

discover/wallets/README.md

@@ -6,7 +6,7 @@ description: Fundamental knowledge of using ERC-20 crypto wallets.
 
 Ocean Protocol users require an ERC-20 compatible wallet to manage their OCEAN and ETH tokens. In this guide, we will provide some recommendations for different wallet options.
 
-<figure><img src="../../.gitbook/assets/gif/whats-a-wallet.gif" alt=""><figcaption></figcaption></figure>
+<figure><img src="../../.gitbook/assets/gif/whats-a-wallet (1).gif" alt=""><figcaption></figcaption></figure>
 
 ### What is a wallet?
 

infrastructure/setup-server.md

@@ -16,9 +16,7 @@ For simple configurations:
 
 For complex configurations:
 
-* Operating System: Linux distribution supported by Kubernetes and Docker Engine. Please refer to this link for details: [Kubernetes with Docker Engine](https://kubernetes.io/docs/setup/production-environment/container-runtimes/#docker). 
-
- 
+* Operating System: Linux distribution supported by Kubernetes and Docker Engine. Please refer to this link for details: [Kubernetes with Docker Engine](https://kubernetes.io/docs/setup/production-environment/container-runtimes/#docker).
 
 ## Server Size
 
@@ -36,8 +34,6 @@ For simple configurations:
 1. [Install the operating system](setup-server.md#install-the-operating-system)
 2. [Install Docker Engine and Docker Compose](setup-server.md#install-docker-engine-and-docker-compose)
 
-
-
 For complex configurations:
 
 1. [Install the operating system](setup-server.md#install-the-operating-system)
@@ -47,7 +43,7 @@ For complex configurations:
 
 As mentioned earlier, you can use either an on-premise server or one hosted in the cloud (AWS, Azure, Digitalocean, etc.). To install the operating system on an on-premise server, please refer to the installation documentation of the operating system.
 
-If you choose to use a server hosted in the cloud, you need to create the server using the user interface provided by the cloud platform. Following is an example of how to create a server in Digitalocean. 
+If you choose to use a server hosted in the cloud, you need to create the server using the user interface provided by the cloud platform. Following is an example of how to create a server in Digitalocean.
 
 #### Example: Create an Ubuntu Linux server in the Digitalocean cloud
 
@@ -59,9 +55,7 @@ Go to [https://www.digitalocean.com/](https://www.digitalocean.com/) and create
 
 Click on **`Create`** button and choose **`Droplets`** options from dropdown.
 
-<figure><img src="../.gitbook/assets/deployment/image (1).png" alt=""><figcaption><p>Select Droplet</p></figcaption></figure>
-
-
+<figure><img src="../.gitbook/assets/deployment/image (1) (2).png" alt=""><figcaption><p>Select Droplet</p></figcaption></figure>
 
 3. Select a server configuration
 
@@ -77,11 +71,9 @@ Select the region where you want the component to be hosted and a root password.
 
 <figure><img src="../.gitbook/assets/deployment/image (6).png" alt=""><figcaption><p>Select the region and set the root password</p></figcaption></figure>
 
-
-
 5. Finish the configuration and create the server
 
-Specify a hostname for the server, specify the project to which you assign the server, and then click on `Create Droplet.`&#x20;
+Specify a hostname for the server, specify the project to which you assign the server, and then click on `Create Droplet.`
 
 <figure><img src="../.gitbook/assets/deployment/image (5).png" alt=""><figcaption><p>Finalize and create the server</p></figcaption></figure>
 
@@ -113,9 +105,9 @@ sudo apt-get install docker-compose-plugin
 
 ### Install Kubernetes with Docker Engine
 
-Kubernetes is an orchestration engine for containerized applications and the initial setup is dependent on the platform on which it is deployed - presenting how this product must be installed and configured is outside the scope of this document.&#x20;
+Kubernetes is an orchestration engine for containerized applications and the initial setup is dependent on the platform on which it is deployed - presenting how this product must be installed and configured is outside the scope of this document.
 
-For cloud deployment, most of the cloud providers have dedicated turnkey solutions for Kubernetes. A comprehensive list of such cloud providers is presented [here](https://kubernetes.io/docs/setup/production-environment/turnkey-solutions/).&#x20;
+For cloud deployment, most of the cloud providers have dedicated turnkey solutions for Kubernetes. A comprehensive list of such cloud providers is presented [here](https://kubernetes.io/docs/setup/production-environment/turnkey-solutions/).
 
 For an on-premise deployment of Kubernetes, please refer to this [link](https://kubernetes.io/docs/setup/).
 

user-guides/asset-hosting/azure-cloud.md

@@ -22,11 +22,11 @@ Go to the Azure portal: https://portal.azure.com/#home and select `Storage accou
 
 **Create a new storage account**
 
-![Create a storage account](../../.gitbook/assets/hosting/azure2.png)
+![Create a storage account](<../../.gitbook/assets/hosting/azure2 (1).png>)
 
 **Fill in the details**
 
-![Add details](../../.gitbook/assets/hosting/azure3.png)
+![Add details](<../../.gitbook/assets/hosting/azure3 (1).png>)
 
 **Storage account created**
 
@@ -38,7 +38,7 @@ Go to the Azure portal: https://portal.azure.com/#home and select `Storage accou
 
 **Step 3 - Upload a file**
 
-![Upload a file](../../.gitbook/assets/hosting/azure6.png)
+![Upload a file](<../../.gitbook/assets/hosting/azure6 (1).png>)
 
 **Step 4 - Share the file**
 
@@ -48,7 +48,7 @@ Go to the Azure portal: https://portal.azure.com/#home and select `Storage accou
 
 **Configure the SAS details and click `Generate SAS token and URL`**
 
-![Generate link to file](../../.gitbook/assets/hosting/azure8.png)
+![Generate link to file](<../../.gitbook/assets/hosting/azure8 (1).png>)
 
 **Copy the generated link**
 

user-guides/claim-ocean-rewards.md

@@ -14,7 +14,7 @@ Want to begin [data farming](https://df.oceandao.org)? Start [here](get-started-
 
 Go to [https://df.oceandao.org/](https://df.oceandao.org), and click the Rewards [link](https://df.oceandao.org/activerewards) at the top of the page.
 
-<figure><img src="../.gitbook/assets/rewards/Rewards-Tab.png" alt=""><figcaption><p>Click the Rewards link at the top of the page</p></figcaption></figure>
+<figure><img src="../.gitbook/assets/rewards/Rewards-Tab (1).png" alt=""><figcaption><p>Click the Rewards link at the top of the page</p></figcaption></figure>
 
 ### Step 2 - Click the pink 'Claim # OCEAN' buttons 🛎️