Merge pull request #140 from navinrathore/zGitBook

Updated links in README.md

README.md

@@ -8,9 +8,9 @@ Real world data contains multiple records belonging to the same customer. These
 
 Zingg is an ML based tool for entity resolution. The following features set Zingg apart from other tools and libraries 
 - Ability to handle any entity like customer, patient, supplier, product etc 
-- Ability to connect to [disparate data sources](https://docs.zingg.ai/docs/dataSourcesAndSinks/connectors.html). Local and cloud file systems in any format, enterprise applications and relational, NoSQL and cloud databases and warehouses
-- Ability to scale to large volumes of data. [See why this is important](https://docs.zingg.ai/zingg/zModels) and [Zingg performance numbers](https://docs.zingg.ai/zingg/setup/hardwareSizing)
-- [Interactive training data builder](https://docs.zingg.ai/docs/setup/createTrainingData.html#label---user-feedback-on-the-training-pairs) using active learning that builds models on frugally small training samples to high accuracy.
+- Ability to connect to [disparate data sources](https://docs.zingg.ai/zingg/connectors). Local and cloud file systems in any format, enterprise applications and relational, NoSQL and cloud databases and warehouses
+- Ability to scale to large volumes of data. [See why this is important](https://docs.zingg.ai/zingg/zmodels/) and [Zingg performance numbers](https://docs.zingg.ai/zingg/stepbystep/hardwaresizing)
+- [Interactive training data builder](https://docs.zingg.ai/zingg/stepbystep/createtrainingdata/label) using active learning that builds models on frugally small training samples to high accuracy.
 ![Shows records and asks user to mark yes, no, cant say on the cli.](/assets/label.gif) 
 - Ability to define domain specific functions to improve matching  
 - Out of the box support for English as well as Chinese, Thai, Japanese, Hindi and other languages
@@ -40,15 +40,15 @@ docker run -it zingg/zingg:0.3.2 bash
 ./scripts/zingg.sh --phase match --conf examples/febrl/config.json
 ``` 
 
-Check the [step by step guide](https://docs.zingg.ai/docs/stepByStep.html) for more details.
+Check the [step by step guide](https://docs.zingg.ai/zingg/stepbystep) for more details.
 
 ## The Story
 
 What is the [backstory behind Zingg](https://sonalgoyal.substack.com/p/time-to-zingg)? 
 
 ## Documentation
 
-Check detailed Zingg [documentation](https://docs.zingg.ai) 
+Check detailed Zingg [documentation](https://docs.zingg.ai/zingg/) 
 
 ## Community