Merge pull request #123 from Hopium21/main

Fix typos

Author: alabulei1

Diff for: docs/agent-integrations/intro.md

@@ -4,7 +4,7 @@ sidebar_position: 1
 
 # OpenAI ecosystem apps
 
-Since each Gaia node provides an OpenAI-compatible API service, it can be a drop-in replacement for OpenAI in almost all LLM applications and frameworks. Checkout the articles in this section for instructions and examples for how to use Gaia in popular LLM apps.
+Since each Gaia node provides an OpenAI-compatible API service, it can be a drop-in replacement for OpenAI in almost all LLM applications and frameworks. Check out the articles in this section for instructions and examples for how to use Gaia in popular LLM apps.
 
 ## The OpenAI Python library
 

Diff for: docs/getting-started/advanced-deployment-options/aws.md

@@ -6,7 +6,7 @@ sidebar_position: 2
 
 We have created a series of public AMIs for you to start Gaia nodes in AWS with just a few clicks.
 
-Now we have three AMI images available in the Asia Pacific (Osaka) and all the US regions including N. Virginia, Ohio, N. California, and Oregon.
+Now we have three AMI images available in Asia Pacific (Osaka) and all the US regions including N. Virginia, Ohio, N. California, and Oregon.
 
 | AMI Images Name                  | Architecture                                                                                                                  | Regions                                                 |
 |----------------------------------|-------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------|
@@ -70,4 +70,4 @@ gaianet start
 The node is ready when it shows `The Gaia node is started at: https://...` on the console.
 You can go to that URL from your browser to interact with the Gaia node.
 
-You can [customize your Gaia node](../customize.md) with your own choice of LLMs and knowledge base snapshots.
+You can [customize your Gaia node](../customize.md) with your own choice of LLMs and knowledge base snapshots.

Diff for: docs/getting-started/advanced-deployment-options/protect.md

@@ -6,7 +6,7 @@ sidebar_position: 105
 
 ## Protect the server process
 
-Sometimes, the OS could kill the `wasmedge` process on the Gaia node if it consumes too much resources. For production
+Sometimes, the OS could kill the `wasmedge` process on the Gaia node if it consumes too many resources. For production
 servers, you should protect the server process.
 
 ## Use Supervise
@@ -31,4 +31,4 @@ of the `wasmedge` process.
 
 ```
 sudo renice -n -19 $(cat $HOME/gaianet/llamaedge.pid)
-```
+```

Diff for: docs/getting-started/advanced-deployment-options/windows.md

@@ -6,7 +6,7 @@ sidebar_position: 5
 
 Here is the complete guide to installing and running your own decentralised AI inference using Gaia from a Windows machine.
 
-## Pre-requisites
+## Prerequisites
 
 - Windows Sub-system for Linux
 - Ubuntu (Latest distribution)
@@ -48,4 +48,4 @@ Once you see the user account logged in as shown in the above screenshot, you ca
 ![Gaianet Init](gaianet-init.png)
 ![Gaianet Start](gaianet-start.png)
 
-> That's it! Gaia now runs on your Windows machine!
+> That's it! Gaia now runs on your Windows machine!

Diff for: docs/getting-started/troubleshooting.md

@@ -148,7 +148,7 @@ Warning: /main/consensus/consensus.snapshot: No such file or directory
 curl: (23) Failure writing output to destination
 ```
 
-The reason for this type of error is a mis-configured `config.json` file. The solution is to delete the comments in `config.json` and re-run the `gaianet init` command.
+The reason for this type of error is a misconfigured `config.json` file. The solution is to delete the comments in `config.json` and re-run the `gaianet init` command.
 
 ## The "Too many open files" Error on macOS
 

Diff for: docs/litepaper.md

@@ -146,7 +146,7 @@ Each GaiaNet node has an unique node ID in the form of an ETH address. The priva
 
 Each GaiaNet domain has an associated smart contract that is used for escrow payments. It is similar to OpenAI’s credit payment model, where users purchase credits first, and then consume them over time. When the user pays into the smart contract, an access token will be automatically issued to him. He uses this token to make API calls to the domain, which is then load-balanced to random nodes in the domain. As the user consumes those services, his fund in the contract depletes and the access token stops working if he no longer has any balance. 
 
-The pricing and payment of the API service are determined by the domain operator. It is typically denominated in USD stable coins. The domain operator pays a share of the revenue to node operators who provided the services. The GaiaNet network is a decentralized marketplace of agent services.
+The pricing and payment for the API service are determined by the domain operator. It is typically denominated in USD stable coins. The domain operator pays a share of the revenue to node operators who provided the services. The GaiaNet network is a decentralized marketplace of agent services.
 
 > The funds locked in GaiaNet domain contracts are for a single purpose of consuming API services. It is called Purpose Bound Money.