diff --git a/src/quota/__init__.py b/src/quota/__init__.py
index b96d7cc6..08b8ef9a 100644
--- a/src/quota/__init__.py
+++ b/src/quota/__init__.py
@@ -1 +1,18 @@
-"""Quota management."""
+"""Quota management.
+
+Tokens and token quota limits
+
+Tokens are small chunks of text, which can be as small as one character or as
+large as one word. Tokens are the units of measurement used to quantify the
+amount of text that the service sends to, or receives from, a large language
+model (LLM). Every interaction with the Service and the LLM is counted in
+tokens.
+
+LLM providers typically charge for their services using a token-based pricing model.
+
+Token quota limits define the number of tokens that can be used in a certain
+timeframe. Implementing token quota limits helps control costs, encourage more
+efficient use of queries, and regulate demand on the system. In a multi-user
+configuration, token quota limits help provide equal access to all users
+ensuring everyone has an opportunity to submit queries.
+"""
diff --git a/src/quota/quota_limiter.py b/src/quota/quota_limiter.py
index ca682880..2c3ff06b 100644
--- a/src/quota/quota_limiter.py
+++ b/src/quota/quota_limiter.py
@@ -1,4 +1,34 @@
-"""Abstract class that is the parent for all quota limiter implementations."""
+"""Abstract class that is the parent for all quota limiter implementations.
+
+It is possible to limit quota usage per user or per service or services (that
+typically run in one cluster). Each limit is configured as a separate _quota
+limiter_. It can be of type `user_limiter` or `cluster_limiter` (which is name
+that makes sense in OpenShift deployment). There are three configuration
+options for each limiter:
+
+1. `period` specified in a human-readable form, see
+https://www.postgresql.org/docs/current/datatype-datetime.html#DATATYPE-INTERVAL-INPUT
+for all possible options. When the end of the period is reached, quota is reset
+or increased
+1. `initial_quota` is set at beginning of the period
+1. `quota_increase` this value (if specified) is used to increase quota when period is reached
+
+There are two basic use cases:
+
+1. When quota needs to be reset specific value periodically (for example on
+weekly on monthly basis), specify `initial_quota` to the required value
+1. When quota needs to be increased by specific value periodically (for example
+on daily basis), specify `quota_increase`
+
+Technically it is possible to specify both `initial_quota` and
+`quota_increase`. It means that at the end of time period the quota will be
+*reset* to `initial_quota + quota_increase`.
+
+Please note that any number of quota limiters can be configured. For example,
+two user quota limiters can be set to:
+- increase quota by 100,000 tokens each day
+- reset quota to 10,000,000 tokens each month
+"""
 
 from abc import ABC, abstractmethod