update readme

README.md

@@ -4,15 +4,15 @@
 ## How to query information?
 Simply use the `query` parameter to retrieve relevant informations. You can use the `--limit` parameter to indicate how many of most relevant entries you want to retrieve.
 ```
-./kdb --query "What is life meaning?" --top 1
+./kdb query "What is life meaning?" --limit 1
 ```
 as you can see it doesn't return anything, because it doesn't have any knowledge yet.
 
 
 ## How to add knowledge?
 You can use the `embed` paramter to pass a piece of knowledge to the database.
 ```
-./kdb --embed "Here is a sample piece of information that will be remembed forever!"
+./kdb embed "Here is a sample piece of information that will be remembed forever!"
 ```
 There is a script in the `test_content` directory which you can use to add some sample knowledge.
 ```
@@ -23,7 +23,7 @@ chmod +x ./train.sh
 
 This will add a bunch of sample knowledge. You can now ask questions about it:
 ```
-./kdb --query "how many times Alpha is smaller than Gamma?" --top 3
+./kdb query "how many times Alpha is smaller than Gamma?" --top 3
 ```
 and it returns the revelant piece of informations.
 
@@ -39,19 +39,19 @@ one-sixth of Gamma. Therefore, Alpha is six times smaller than Gamma.
 ```
 Or you can make your own prompt for it:
 ```
-echo "Answer to the question by following the given context. IF you don't know the answer simply say you don't know. Do not do yapping. The Context: $(./kdb --query "What is the meaning of life?" --top 3)" | ollama run llama3
+echo "Answer to the question by following the given context. IF you don't know the answer simply say you don't know. Do not do yapping. The Context: $(./kdb query "What is the meaning of life?" --limit 3)" | ollama run llama3
 ```
 
 ## How to list all entries?
-You can do this by using `list` parameter and entering the max number of entries to be listed.
+You can do this by using `list` parameter and pass the max number of entries to be listed as `--limit`.
 ```
-./kdb --list 100
+./kdb --list --limit 100
 ```
 
 ## How to delete an entry?
 You can simply use the `delete` option:
 ```
-./kdb --delete "b1827d5a-16d2-4f74-acfa-29864434859a"
+./kdb delete "b1827d5a-16d2-4f74-acfa-29864434859a"
 ```
 
 ## Need the list of parameters?