diff --git a/offchain/events/README.md b/offchain/events/README.md
index 3d3a6ed..193c2ea 100755
--- a/offchain/events/README.md
+++ b/offchain/events/README.md
@@ -1,17 +1,9 @@
 # Events
 
-This directory contains the offchain event listener [sui_event.py][sui_event_py], which receives `RequestForCompletionEvent` events
+This package contains the offchain event listener (`sui_event.py`), which receives `RequestForCompletionEvent` events
 emitted by agents executing onchain. It then calls their required tools and passes those results with the defined prompt
 to inference of specified models.
 
-Any hosted Talus node would contain the contents of the `events` directory to efficiently handle requests
-to their nodes models and tools.
-
-**Towards hosted inference for Talus**
-In the future, nodes can be modified to run inference using other's compute. [offchain.py][offchain_py] could be modified
-to call any compute host for inference. Currently, [offchain.py][offchain_py] contains `process()` which calls the
-[main.py][main_py] route `/predict`.
-
 To see available models/tools and define new ones, see the [`tools` README.md][tools_readme].
 
 ## How to run this
@@ -26,7 +18,4 @@ When you start this service it expects the following variables that can be set e
 
 <!-- References -->
 
-[sui_event_py]: ./sui_event.py
-[offchain_py]: ./offchain.py
-[main_py]: ../tools/server/main.py
 [tools_readme]: ../tools/README.md
diff --git a/offchain/tools/README.md b/offchain/tools/README.md
index 0626c89..6d99c0a 100644
--- a/offchain/tools/README.md
+++ b/offchain/tools/README.md
@@ -59,5 +59,5 @@ PYTHONPATH=src pytest tests
 ```
 
 <!-- References -->
-[main_py]: ./server/main.py
-[tools_py]: ./server/tools/tools.py
\ No newline at end of file
+[main_py]: ./src/nexus_tools/server/main.py
+[tools_py]: ./src/nexus_tools/server/tools/tools.py
\ No newline at end of file