docs(general): Update README links for PyPi (bridgecrewio#6231)

Update README.md

README.md

@@ -15,7 +15,7 @@
 
 **Checkov** is a static code analysis tool for infrastructure as code (IaC) and also a software composition analysis (SCA) tool for images and open source packages.
 
-It scans cloud infrastructure provisioned using [Terraform](https://terraform.io/), [Terraform plan](docs/7.Scan%20Examples/Terraform%20Plan%20Scanning.md), [Cloudformation](docs/7.Scan%20Examples/Cloudformation.md), [AWS SAM](docs/7.Scan%20Examples/AWS%20SAM.md), [Kubernetes](docs/7.Scan%20Examples/Kubernetes.md), [Helm charts](docs/7.Scan%20Examples/Helm.md), [Kustomize](docs/7.Scan%20Examples/Kustomize.md), [Dockerfile](docs/7.Scan%20Examples/Dockerfile.md),  [Serverless](docs/7.Scan%20Examples/Serverless%20Framework.md), [Bicep](docs/7.Scan%20Examples/Bicep.md), [OpenAPI](docs/7.Scan%20Examples/OpenAPI.md) or [ARM Templates](docs/7.Scan%20Examples/Azure%20ARM%20templates.md) and detects security and compliance misconfigurations using graph-based scanning.
+It scans cloud infrastructure provisioned using [Terraform](https://terraform.io/), [Terraform plan](https://github.com/bridgecrewio/checkov/blob/main/docs/7.Scan%20Examples/Terraform%20Plan%20Scanning.md), [Cloudformation](https://github.com/bridgecrewio/checkov/blob/main/docs/7.Scan%20Examples/Cloudformation.md), [AWS SAM](https://github.com/bridgecrewio/checkov/blob/main/docs/7.Scan%20Examples/AWS%20SAM.md), [Kubernetes](https://github.com/bridgecrewio/checkov/blob/main/docs/7.Scan%20Examples/Kubernetes.md), [Helm charts](https://github.com/bridgecrewio/checkov/blob/main/docs/7.Scan%20Examples/Helm.md), [Kustomize](https://github.com/bridgecrewio/checkov/blob/main/docs/7.Scan%20Examples/Kustomize.md), [Dockerfile](https://github.com/bridgecrewio/checkov/blob/main/docs/7.Scan%20Examples/Dockerfile.md),  [Serverless](https://github.com/bridgecrewio/checkov/blob/main/docs/7.Scan%20Examples/Serverless%20Framework.md), [Bicep](https://github.com/bridgecrewio/checkov/blob/main/docs/7.Scan%20Examples/Bicep.md), [OpenAPI](https://github.com/bridgecrewio/checkov/blob/main/docs/7.Scan%20Examples/OpenAPI.md) or [ARM Templates](https://github.com/bridgecrewio/checkov/blob/main/docs/7.Scan%20Examples/Azure%20ARM%20templates.md) and detects security and compliance misconfigurations using graph-based scanning.
 
 It performs [Software Composition Analysis (SCA) scanning](docs/7.Scan%20Examples/Sca.md) which is a scan of open source packages and images for Common Vulnerabilities and Exposures (CVEs).
 
@@ -37,21 +37,21 @@ Checkov also powers [**Prisma Cloud Application Security**](https://www.prismacl
 - [Getting Started](#getting-started)
 - [Disclaimer](#disclaimer)
 - [Support](#support)
-- [Migration - v2 to v3](docs/1.Welcome/Migration.md)
+- [Migration - v2 to v3](https://github.com/bridgecrewio/checkov/blob/main/docs/1.Welcome/Migration.md)
 
  ## Features
 
- * [Over 1000 built-in policies](docs/5.Policy%20Index/all.md) cover security and compliance best practices for AWS, Azure and Google Cloud.
+ * [Over 1000 built-in policies](https://github.com/bridgecrewio/checkov/blob/main/docs/5.Policy%20Index/all.md) cover security and compliance best practices for AWS, Azure and Google Cloud.
  * Scans Terraform, Terraform Plan, Terraform JSON, CloudFormation, AWS SAM, Kubernetes, Helm, Kustomize, Dockerfile, Serverless framework, Ansible, Bicep and ARM template files.
  * Scans Argo Workflows, Azure Pipelines, BitBucket Pipelines, Circle CI Pipelines, GitHub Actions and GitLab CI workflow files
  * Supports Context-awareness policies based on in-memory graph-based scanning.
  * Supports Python format for attribute policies and YAML format for both attribute and composite policies.
- * Detects [AWS credentials](docs/2.Basics/Scanning%20Credentials%20and%20Secrets.md) in EC2 Userdata, Lambda environment variables and Terraform providers.
+ * Detects [AWS credentials](https://github.com/bridgecrewio/checkov/blob/main/docs/2.Basics/Scanning%20Credentials%20and%20Secrets.md) in EC2 Userdata, Lambda environment variables and Terraform providers.
  * [Identifies secrets](https://www.prismacloud.io/prisma/cloud/secrets-security) using regular expressions, keywords, and entropy based detection.
  * Evaluates [Terraform Provider](https://registry.terraform.io/browse/providers) settings to regulate the creation, management, and updates of IaaS, PaaS or SaaS managed through Terraform.
- * Policies support evaluation of [variables](docs/2.Basics/Handling%20Variables.md) to their optional default value.
- * Supports in-line [suppression](docs/2.Basics/Suppressing%20and%20Skipping%20Policies.md) of accepted risks or false-positives to reduce recurring scan failures. Also supports global skip from using CLI.
- * [Output](docs/2.Basics/Reviewing%20Scan%20Results.md) currently available as CLI, [CycloneDX](https://cyclonedx.org), JSON, JUnit XML, CSV, SARIF and github markdown and link to remediation [guides](https://docs.prismacloud.io/en/enterprise-edition/policy-reference/).
+ * Policies support evaluation of [variables](https://github.com/bridgecrewio/checkov/blob/main/docs/2.Basics/Handling%20Variables.md) to their optional default value.
+ * Supports in-line [suppression](https://github.com/bridgecrewio/checkov/blob/main/docs/2.Basics/Suppressing%20and%20Skipping%20Policies.md) of accepted risks or false-positives to reduce recurring scan failures. Also supports global skip from using CLI.
+ * [Output](https://github.com/bridgecrewio/checkov/blob/main/docs/2.Basics/Reviewing%20Scan%20Results.md) currently available as CLI, [CycloneDX](https://cyclonedx.org), JSON, JUnit XML, CSV, SARIF and github markdown and link to remediation [guides](https://docs.prismacloud.io/en/enterprise-edition/policy-reference/).
 
 ## Screenshots
 
@@ -172,7 +172,7 @@ Check: "Ensure all data stored in the S3 bucket is securely encrypted at rest"
 	 Failed for resource: aws_s3_bucket.sls_deployment_bucket_name
 ```
 
-Start using Checkov by reading the [Getting Started](docs/1.Welcome/Quick%20Start.md) page.
+Start using Checkov by reading the [Getting Started](https://github.com/bridgecrewio/checkov/blob/main/docs/1.Welcome/Quick%20Start.md) page.
 
 ### Using Docker
 
@@ -462,13 +462,13 @@ Defaults:
 
 Contribution is welcomed!
 
-Start by reviewing the [contribution guidelines](CONTRIBUTING.md). After that, take a look at a [good first issue](https://github.com/bridgecrewio/checkov/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22).
+Start by reviewing the [contribution guidelines](https://github.com/bridgecrewio/checkov/blob/main/CONTRIBUTING.md). After that, take a look at a [good first issue](https://github.com/bridgecrewio/checkov/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22).
 
 You can even start this with one-click dev in your browser through Gitpod at the following link:
 
 [![Open in Gitpod](https://gitpod.io/button/open-in-gitpod.svg)](https://gitpod.io/#https://github.com/bridgecrewio/checkov)
 
-Looking to contribute new checks? Learn how to write a new check (AKA policy) [here](docs/6.Contribution/Contribution%20Overview.md).
+Looking to contribute new checks? Learn how to write a new check (AKA policy) [here](https://github.com/bridgecrewio/checkov/blob/main/docs/6.Contribution/Contribution%20Overview.md).
 
 ## Disclaimer
 `checkov` does not save, publish or share with anyone any identifiable customer information.