diff --git a/README.md b/README.md
index da87c0c..2d188a9 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,8 @@
 # JLINC Langchain Integration
 
-The JLINC Langchain Integration is the official way to implement the zero-knowledge third-party auditing provided by the [JLINC Server](https://gitea.jlinc.io/jlinc-labs/jlinc-server) inside any Langchain-based infrastructure. 
+The JLINC Langchain Integration is the official way to implement the zero-knowledge third-party auditing provided by the [JLINC Server](https://gitea.jlinc.io/jlinc-labs/jlinc-server) inside any Langchain-based infrastructure.
 
-By embedding JLINC’s trusted protocol directly into Langchain’s tracing system, organizations can prove compliance, accountability, and data integrity without ever exposing sensitive information. This seamless integration enables developers to track, verify, and audit model interactions with full transparency while preserving confidentiality through cryptographically verifiable zero-knowledge proofs. Whether for regulated industries, enterprise governance, or AI safety applications, the JLINC Langchain Tracer ensures that trust, privacy, and accountability are built in from the ground up.
+By embedding JLINC's trusted protocol directly into Langchain's tracing system, organizations can prove compliance, accountability, and data integrity without ever exposing sensitive information. This seamless integration enables developers to track, verify, and audit model interactions with full transparency while preserving confidentiality through cryptographically verifiable zero-knowledge proofs. Whether for regulated industries, enterprise governance, or AI safety applications, the JLINC Langchain Tracer ensures that trust, privacy, and accountability are built in from the ground up.
 
 ## Sample application
 The below code sample is a demonstration of the JLINC Langchain Tracer in action. As data moves through the chain, it is cryptographically signed with a unique key for each element in the chain, and zero-knowledge audit records are delivered to the JLINC Archive Server.
diff --git a/package.json b/package.json
index cb3abf2..af51b34 100644
--- a/package.json
+++ b/package.json
@@ -12,7 +12,7 @@
   "repository": {
     "type": "git",
     "url": "https://gitea.jlinc.io/jlinc-labs/jlinc-langchain-js"
-  },  
+  },
   "keywords": [
     "jlinc",
     "langchain",