fix grammar error

opea-project · May 28, 2024 · 628321c · 628321c
1 parent 7a3f115
commit 628321c
Show file tree

Hide file tree

Showing 5 changed files with 7 additions and 7 deletions.
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
@@ -11,7 +11,7 @@ If you have improvements to Generative AI Examples, send your pull requests for
 [review](https://github.com/opea-project/GenAIExamples/pulls).
 If you are new to GitHub, view the pull request [How To](https://help.github.com/articles/using-pull-requests/).
 
-### Step-by-Step guidelines
+### Step-by-Step Guidelines
 
 - Star this repository using the button `Star` in the top right corner.
 - Fork this Repository using the button `Fork` in the top right corner.

diff --git a/README.md b/README.md
@@ -3,7 +3,7 @@
 # Generative AI Components (GenAIComps)
 
 <p align="center">
-<b>Build Enterprise-grade Generative AI applications with microservice architecture</b>
+<b>Build Enterprise-grade Generative AI Applications with Microservice Architecture</b>
 </p>
 
 <div align="left">

diff --git a/comps/dataprep/README.md b/comps/dataprep/README.md
@@ -1,6 +1,6 @@
 # Dataprep Microservice
 
-The Dataprep Microservice aims to preprocess the data from various sources, either structured or unstructured data, to text data, and convert the text data to embedding vectors then store them in the database.
+The Dataprep Microservice aims to preprocess the data from various sources (either structured or unstructured data) to text data, and convert the text data to embedding vectors then store them in the database.
 
 # Dataprep Microservice with Redis
 

diff --git a/comps/dataprep/qdrant/README.md b/comps/dataprep/qdrant/README.md
@@ -8,7 +8,7 @@
 pip install -r requirements.txt
 ```
 
-## Start Qdrant server
+## Start Qdrant Server
 
 Please refer to this [readme](../../../vectorstores/langchain/qdrant/README.md).
 
@@ -22,7 +22,7 @@ export QDRANT_PORT=6333
 export COLLECTION_NAME=${your_collection_name}
 ```
 
-## Start document preparation microservice for Qdrant with Python Script
+## Start Document Preparation Microservice for Qdrant with Python Script
 
 Start document preparation microservice for Qdrant with below command.
 
@@ -62,7 +62,7 @@ cd comps/dataprep/qdrant/docker
 docker compose -f docker-compose-dataprep-qdrant.yaml up -d
 ```
 
-# Invoke Microservices
+# Invoke Microservice
 
 Once document preparation microservice for Qdrant is started, user can use below command to invoke the microservice to convert the document to embedding and save to the database.
 

diff --git a/comps/dataprep/redis/README.md b/comps/dataprep/redis/README.md
@@ -58,7 +58,7 @@ cd comps/dataprep/redis/docker
 docker compose -f docker-compose-dataprep-redis.yaml up -d
 ```
 
-# Invoke Microservices
+# Invoke Microservice
 
 Once document preparation microservice for Redis is started, user can use below command to invoke the microservice to convert the document to embedding and save to the database.