diff --git a/README.md b/README.md
index 8884092f..33db385b 100644
--- a/README.md
+++ b/README.md
@@ -36,9 +36,6 @@
-
-
-
@@ -122,6 +119,9 @@ pip install git+https://github.com/AgentOps-AI/crewAI.git@main
AgentOps works seamlessly with applications built using Langchain. To use the handler, install Langchain as an optional dependency:
+
+ Installation
+
```shell
pip install agentops[langchain]
```
@@ -151,13 +151,18 @@ agent = initialize_agent(tools,
Check out the [Langchain Examples Notebook](./examples/langchain_examples.ipynb) for more details including Async handlers.
-### Cohere
+
+
+### Cohere ⌨️
First class support for Cohere(>=5.4.0). This is a living integration, should you need any added functionality please message us on Discord!
- [AgentOps integration example](https://docs.agentops.ai/v1/integrations/cohere)
- [Official Cohere documentation](https://docs.cohere.com/reference/about)
+
+ Installation
+
```bash
pip install cohere
```
@@ -198,6 +203,8 @@ for event in stream:
agentops.end_session('Success')
```
+
+
### LlamaIndex 🦙