diff --git a/.coveragerc b/.coveragerc
deleted file mode 100644
index 26f3464..0000000
--- a/.coveragerc
+++ /dev/null
@@ -1,35 +0,0 @@
-# .coveragerc to control coverage.py
-[run]
-branch = False
-source = src
-
-omit =
-    */tests/*
-    */assets/*
-    */src/styles/*
-    */__init__.py
-
-disable_warnings = include-ignored
-
-[report]
-# Regexes for lines to exclude from consideration
-exclude_lines =
-    # Have to re-enable the standard pragma
-    pragma: no cover
-
-    # Don't complain about missing debug-only code:
-    def __repr__
-    def __str__
-    def main
-    if self\.debug
-
-    # Don't complain if tests don't hit defensive assertion code:
-    raise AssertionError
-    raise NotImplementedError
-
-    # Don't complain if non-runnable code isn't run:
-    if 0:
-    if __name__ == .__main__.:
-
-ignore_errors = True
-show_missing = True
diff --git a/.gitmodules b/.gitmodules
new file mode 100644
index 0000000..713f8a3
--- /dev/null
+++ b/.gitmodules
@@ -0,0 +1,3 @@
+[submodule "AMUseBot"]
+	path = AMUseBot
+	url = https://git.wmi.amu.edu.pl/s478831/AMUseBot
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
deleted file mode 100644
index 412c507..0000000
--- a/.pre-commit-config.yaml
+++ /dev/null
@@ -1,74 +0,0 @@
-default_language_version:
- python: python3.10.10
-
-ci:
-  autofix_commit_msg: |
-    [pre-commit.ci] auto fixes from pre-commit.com hooks
-
-    for more information, see https://pre-commit.ci
-  autofix_prs: true
-  autoupdate_branch: ''
-  autoupdate_commit_msg: '[pre-commit.ci] pre-commit autoupdate'
-  autoupdate_schedule: weekly
-  skip: [ ]
-  submodules: false
-
-default_stages: [ commit, push ]
-files: ^(ai_talks/)
-exclude_types: [ css, toml, template ]
-fail_fast: false
-repos:
-  - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.4.0
-    hooks:
-      - id: check-merge-conflict
-      - id: trailing-whitespace
-      - id: end-of-file-fixer
-      - id: check-added-large-files
-      - id: detect-private-key
-      - id: requirements-txt-fixer
-      - id: check-ast
-      - id: check-builtin-literals
-      - id: check-case-conflict
-      - id: check-executables-have-shebangs
-      - id: check-toml
-      - id: check-xml
-      - id: debug-statements
-      - id: destroyed-symlinks
-      - id: fix-byte-order-marker
-      - id: mixed-line-ending
-      - id: name-tests-test
-      - id: check-docstring-first
-      - id: check-json
-      - id: check-yaml
-        args: [ --unsafe ]
-      - id: debug-statements
-
-  - repo: https://github.com/charliermarsh/ruff-pre-commit
-    rev: v0.0.262
-    hooks:
-      - id: ruff
-        exclude: ^tests/
-#        args: [--fix, --exit-non-zero-on-fix]
-
-  - repo: https://github.com/abravalheri/validate-pyproject
-    rev: v0.12.2
-    hooks:
-      - id: validate-pyproject
-
-  - repo: https://github.com/pre-commit/pygrep-hooks
-    rev: v1.10.0
-    hooks:
-      - id: python-check-mock-methods
-      - id: python-use-type-annotations
-      - id: python-check-blanket-noqa
-      - id: python-use-type-annotations
-      - id: text-unicode-replacement-char
-
-#  - repo: https://github.com/pre-commit/mirrors-mypy
-#    rev: v1.2.0
-#    hooks:
-#      - id: mypy
-#        additional_dependencies: [ types-PyYAML==6.0.10, types_requests==2.28.8, types-ujson==5.6.0 ]
-#        args: [ --ignore-missing-imports, --warn-no-return, --warn-redundant-casts, --disallow-incomplete-defs ]
-#        exclude: ^setup.py
diff --git a/AMUseBot b/AMUseBot
new file mode 160000
index 0000000..01d547d
--- /dev/null
+++ b/AMUseBot
@@ -0,0 +1 @@
+Subproject commit 01d547dc221b2bd81ccbe24da37b792e9b176b37
diff --git a/ai_talks/src/utils/conversation.py b/ai_talks/src/utils/conversation.py
index 349ffc4..0cd7514 100644
--- a/ai_talks/src/utils/conversation.py
+++ b/ai_talks/src/utils/conversation.py
@@ -4,10 +4,18 @@ from random import randrange, choices
 import streamlit as st
 from openai.error import InvalidRequestError, OpenAIError
 from streamlit_chat import message
+
+from AMUseBot.src.DP.dp import DP
+from AMUseBot.src.DST.dst import DST
+from AMUseBot.src.NLU.nlu import NLU
 from .agi.chat_gpt import create_gpt_completion
 from .stt import show_voice_input
 from .tts import show_audio_player
 
+import os
+
+absolute_path = os.path.dirname(__file__)
+
 
 def clear_chat() -> None:
     st.session_state.generated = []
@@ -55,6 +63,40 @@ def show_chat(ai_content: str, user_text: str) -> None:
             message(st.session_state.generated[i], key=str(i), seed=st.session_state.seed)
 
 
+def amuseAPI():
+    recipe_path = os.path.join(absolute_path, "recipe")
+    dialog_path = os.path.join(absolute_path, "dialog")
+    # initial modules
+    dst = DST(recipe_path=recipe_path, dialog_path=dialog_path)
+    dp = DP(dst=dst)
+    nlu = NLU(intent_dict_path=os.path.join(absolute_path, 'utils/intent_dict.json'),
+              model_identifier_path=os.path.join(absolute_path, 'models/NLU/roberta-base-cookdial.txt'))
+
+
+    intent = None
+    system_message = None
+
+    dst.restart()
+
+    system_message = dp.generate_response(intent)
+
+
+    user_message = input()
+    if "restart" == user_message.lower():
+        break
+
+    intents = nlu.predict(user_message)
+    # print("intent ", intent)
+    dst.update_dialog_history(
+        system_message=system_message,
+        user_message=user_message,
+        intents=intents,
+    )
+
+    system_message = dp.generate_response(intents)
+
+
+
 def show_conversation() -> None:
     if st.session_state.messages:
         st.session_state.messages.append({"role": "user", "content": st.session_state.user_text})