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+++ b/README.md
@@ -1,5 +1,5 @@
 # Example Pyth Publisher
-An example publisher demonstrating how to use the [Pyth Agent websocket API](https://docs.pyth.network/publish-data/pyth-client-websocket-api) to publish prices to Pyth. **Pyth publishers publish their own first party data to the Pyth network. This example is created solely for demonstration/testing purposes and is not used in production by any publisher.**
+An example publisher demonstrating how to use the [Pyth Agent websocket API](https://docs.pyth.network/price-feeds/publish-data/pyth-client-websocket-api) to publish prices to Pyth. **Pyth publishers publish their own first party data to the Pyth network. This example is created solely for demonstration/testing purposes and is not used in production by any publisher.**
 
 The publisher:
 - Looks up the price accounts corresponding to the configured symbols from the on-chain program.
@@ -7,15 +7,17 @@ The publisher:
 - Publishes price updates for those symbols in response to `notify_price_sched` messages from Pyth Agent.
 
 ## Prerequisites
-This requires a running instance of the `pyth-agent` binary to be running. To set this up, follow the instructions in [Pyth Agent repository]([https://docs.pyth.network/publish-data](https://github.com/pyth-network/pyth-agent)). This example publisher's `publisher.pythd.endpoint` configuration value should be set to the pyth-agent websocket endpoint (e.g. `ws://127.0.0.1:8910`).
+This requires a running instance of the `pyth-agent` binary to be running. To set this up, follow the instructions in [Pyth Agent repository](https://github.com/pyth-network/pyth-agent). This example publisher's `publisher.pythd.endpoint` configuration value should be set to the pyth-agent websocket endpoint (e.g. `ws://127.0.0.1:8910`).
 
 ## Configure
-An example configuration file can be found in [`config/config.toml`](config/config.toml). The format of the configuration file is documented [here](publisher/config.py).
+An example configuration file can be found in [`config/config.toml`](config/config.toml). The format of the configuration file is documented [here](example_publisher/config.py).
 
 ## Run
+
+[Poetry](https://python-poetry.org/docs/) is used to manage the dependencies and run the tests. If you don't have it installed, you can install following the instructions [here](https://python-poetry.org/docs/#installation).
+
 ```bash
-# Install poetry if it's not installed, then run the
-# following command to install the dependencies.
+# Install the dependencies
 poetry install
 
 # Run the tests