fix readme typo (#524)

Signed-off-by: letonghan <letong.han@intel.com>

README.md

@@ -15,11 +15,11 @@ GenAIComps-based Generative AI examples offer streamlined deployment, testing, a
 
 ## Architecture
 
-GenAIComps is a service-based tool that includes microservice components such as llm, embedding, reranking, and so on. Using these components, various examples in GenAIExample can be constructed, including ChatQnA, DocSum, etc.
+[GenAIComps](https://github.com/opea-project/GenAIComps) is a service-based tool that includes microservice components such as llm, embedding, reranking, and so on. Using these components, various examples in GenAIExample can be constructed, including ChatQnA, DocSum, etc.
 
-GenAIInfra, part of the OPEA containerization and cloud-native suite, enables quick and efficient deployment of GenAIExamples in the cloud.
+[GenAIInfra](https://github.com/opea-project/GenAIInfra), part of the OPEA containerization and cloud-native suite, enables quick and efficient deployment of GenAIExamples in the cloud.
 
-GenAIEvals measures service performance metrics such as throughput, latency, and accuracy for GenAIExamples. This feature helps users compare performance across various hardware configurations easily.
+[GenAIEval](https://github.com/opea-project/GenAIEval) measures service performance metrics such as throughput, latency, and accuracy for GenAIExamples. This feature helps users compare performance across various hardware configurations easily.
 
 ## Getting Started
 

supported_examples.md

@@ -8,7 +8,7 @@ This document introduces the supported examples of GenAIExamples. The supported
 
 ## ChatQnA
 
-[ChatQnA](./ChatQnA/README.md) is an example of chatbot for question and answering through retrieval argumented generation (RAG).
+[ChatQnA](./ChatQnA/README.md) is an example of chatbot for question and answering through retrieval augmented generation (RAG).
 
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