diff --git a/README.md b/README.md
index b4fa104..84b3a6e 100644
--- a/README.md
+++ b/README.md
@@ -10,8 +10,34 @@ Combining [nostr](https://nostr.net) with [standard template construct](https://
 - Add links to sources in replies
 - Package in a simply deployable way
 
-## Demo
-![image](./screenshot1.png)
 
 ## How to run
-tbd
+### Manually
+```
+git clone https://github.com/aljazceru/sciencestr
+cd sciencestr
+
+# install dependencies
+pip install requirements-api.txt
+pip install requirements-bot.txt
+
+# configure cybrex to use openai 
+cybrex - write-config -l openai --force
+export OPENAI_API_KEY="<insert your key>"
+docker run -d --name ipfs_host -v ./ipfs/staging/:/export -v .ipfs/data:/data/ipfs -p 4001:4001 -p 4001:4001/udp -p 127.0.0.1:8080:8080 -p 127.0.0.1:5001:5001 ipfs/kubo:latest
+docker run -p 6333:6333 -p 6334:6334 qdrant/qdrant
+python science-bot.py
+python api.py
+
+```
+### Docker-compose
+(to be fixed)
+```
+git clone https://github.com/aljazceru/sciencestr
+cd sciencestr
+docker-compose up 
+```
+
+## Demo
+![image](./screenshot2.png)
+![image](./screenshot3.png)
diff --git a/science-bot.py b/science-bot.py
index 430c6ba..72d5d4b 100644
--- a/science-bot.py
+++ b/science-bot.py
@@ -17,12 +17,9 @@ client = Client(keys)
 client.add_relay("wss://relay.damus.io")
 client.add_relay("wss://nostr.mom")
 client.add_relay("wss://nostr.oxtr.dev")
-client.add_relay("wss://purplepag.es")
 client.add_relay("wss://a.nos.lol")
 client.add_relay("wss://nostr-01.bolt.observer")
 client.add_relay("wss://e.nos.lol")
-client.add_relay("wss://nostr-pub.semisol.dev")
-client.add_relay("wss://relay.snort.social")
 client.connect()
 
 filter = Filter().pubkey(pk).kind(4).since(Timestamp.now())
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