diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7a47584290..3fe0daa264 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,11 +11,11 @@ repos:
         args: [--config, pyproject.toml]
         types: [python]
 
-#  - repo: https://github.com/charliermarsh/ruff-pre-commit
-#    rev: "v0.0.272"
-#    hooks:
-#      - id: ruff
-#        args: [--fix, --exit-non-zero-on-fix]
+  - repo: https://github.com/charliermarsh/ruff-pre-commit
+    rev: "v0.0.272"
+    hooks:
+      - id: ruff
+        args: [--fix, --exit-non-zero-on-fix]
 
   - repo: https://github.com/pre-commit/pre-commit-hooks
     rev: v4.4.0
diff --git a/gpt_engineer/__init__.py b/gpt_engineer/__init__.py
index ec3f8ccbab..518f9f8cc0 100644
--- a/gpt_engineer/__init__.py
+++ b/gpt_engineer/__init__.py
@@ -1,8 +1,4 @@
 # Adding convenience imports to the package
-from gpt_engineer.core import (
-    ai,
-    chat_to_files,
-)
 
 # from gpt_engineer.tools import code_vector_repository
 # from gpt_engineer.core.default import on_disk_repository
diff --git a/gpt_engineer/applications/cli/cli_agent.py b/gpt_engineer/applications/cli/cli_agent.py
index c3e845b59b..a3e51b6656 100644
--- a/gpt_engineer/applications/cli/cli_agent.py
+++ b/gpt_engineer/applications/cli/cli_agent.py
@@ -1,22 +1,21 @@
-from gpt_engineer.core.files_dict import FilesDict
+from typing import Callable, TypeVar
 
 # from gpt_engineer.core.default.git_version_manager import GitVersionManager
 from gpt_engineer.core.ai import AI
+from gpt_engineer.core.base_agent import BaseAgent
+from gpt_engineer.core.base_execution_env import BaseExecutionEnv
+from gpt_engineer.core.base_memory import BaseMemory
+from gpt_engineer.core.default.disk_execution_env import DiskExecutionEnv
+from gpt_engineer.core.default.disk_memory import DiskMemory
+from gpt_engineer.core.default.paths import ENTRYPOINT_FILE, PREPROMPTS_PATH
 from gpt_engineer.core.default.steps import (
+    execute_entrypoint,
     gen_code,
     gen_entrypoint,
-    execute_entrypoint,
     improve,
 )
-from gpt_engineer.core.base_memory import BaseMemory
-from gpt_engineer.core.default.disk_memory import DiskMemory
-from gpt_engineer.core.base_execution_env import BaseExecutionEnv
-from gpt_engineer.core.default.disk_execution_env import DiskExecutionEnv
-from gpt_engineer.core.default.paths import memory_path, ENTRYPOINT_FILE, PREPROMPTS_PATH
-from gpt_engineer.core.base_agent import BaseAgent
+from gpt_engineer.core.files_dict import FilesDict
 from gpt_engineer.core.preprompts_holder import PrepromptsHolder
-from typing import TypeVar, Callable, Union
-from pathlib import Path
 
 CodeGenType = TypeVar("CodeGenType", bound=Callable[[AI, str, BaseMemory], FilesDict])
 CodeProcessor = TypeVar(
diff --git a/gpt_engineer/applications/cli/collect.py b/gpt_engineer/applications/cli/collect.py
index c68ef05db7..a7b8d6fccb 100644
--- a/gpt_engineer/applications/cli/collect.py
+++ b/gpt_engineer/applications/cli/collect.py
@@ -23,17 +23,16 @@
     Consent logic is in gpt_engineer/learning.py.
 
 """
-import hashlib
 
-from typing import List, Tuple
+from typing import Tuple
 
-from gpt_engineer.core.default.disk_memory import DiskMemory
 from gpt_engineer.applications.cli.learning import (
     Learning,
+    Review,
     extract_learning,
     human_review_input,
-    Review,
 )
+from gpt_engineer.core.default.disk_memory import DiskMemory
 
 
 def send_learning(learning: Learning):
@@ -88,7 +87,7 @@ def collect_learnings(
     learnings = extract_learning(prompt, model, temperature, config, memory, review)
     try:
         send_learning(learnings)
-    except RuntimeError as e:
+    except RuntimeError:
         # try to remove some parts of learning that might be too big
         # rudderstack max event size is 32kb
         max_size = 32 << 10  # 32KB in bytes
@@ -100,7 +99,8 @@ def collect_learnings(
         remove_length = overflow + len(f"[REMOVED {overflow} CHARACTERS]") + 100
 
         learnings.logs = (
-            learnings.logs[:-remove_length] + f"\n\n[REMOVED {remove_length} CHARACTERS]"
+            learnings.logs[:-remove_length]
+            + f"\n\n[REMOVED {remove_length} CHARACTERS]"
         )
 
         print(
@@ -109,7 +109,7 @@ def collect_learnings(
         )
         try:
             send_learning(learnings)
-        except RuntimeError as e:
+        except RuntimeError:
             print(
                 "Sending learnings crashed despite truncation. Progressing without saving learnings."
             )
diff --git a/gpt_engineer/applications/cli/file_selector.py b/gpt_engineer/applications/cli/file_selector.py
index 4c4d0bceea..dad72dbcc5 100644
--- a/gpt_engineer/applications/cli/file_selector.py
+++ b/gpt_engineer/applications/cli/file_selector.py
@@ -119,7 +119,9 @@ def display_name(self) -> str:
         return self.path.name
 
     @classmethod
-    def make_tree(cls, root: Union[str, Path], parent=None, is_last=False, criteria=None):
+    def make_tree(
+        cls, root: Union[str, Path], parent=None, is_last=False, criteria=None
+    ):
         """
         Generate a tree of DisplayablePath objects.
 
diff --git a/gpt_engineer/applications/cli/learning.py b/gpt_engineer/applications/cli/learning.py
index aa89ae032c..62cb787d68 100644
--- a/gpt_engineer/applications/cli/learning.py
+++ b/gpt_engineer/applications/cli/learning.py
@@ -47,7 +47,7 @@
 from dataclasses import dataclass, field
 from datetime import datetime
 from pathlib import Path
-from typing import List, Optional, Tuple
+from typing import Optional, Tuple
 
 from dataclasses_json import dataclass_json
 from termcolor import colored
diff --git a/gpt_engineer/applications/cli/main.py b/gpt_engineer/applications/cli/main.py
index 6a3250ab1a..f0c10235bd 100644
--- a/gpt_engineer/applications/cli/main.py
+++ b/gpt_engineer/applications/cli/main.py
@@ -25,32 +25,39 @@
 
 """
 
+import logging
 import os
+
+from importlib.util import find_spec
 from pathlib import Path
 
 import openai
+import toml
 import typer
+
 from dotenv import load_dotenv
 
-from gpt_engineer.core.default.file_store import FileStore
-from gpt_engineer.core.default.disk_memory import DiskMemory
-from gpt_engineer.core.ai import AI
-from gpt_engineer.core.default.paths import PREPROMPTS_PATH, memory_path
-from gpt_engineer.applications.cli.file_selector import ask_for_files, get_all_code
-from gpt_engineer.tools.custom_steps import (
-    lite_gen,
-    clarified_gen,
-    self_heal,
-)
-from gpt_engineer.tools.experimental.experimental_steps import (
-    improve_automatic_file_selection,
-)
-from gpt_engineer.core.default.steps import gen_code, execute_entrypoint, improve
 from gpt_engineer.applications.cli.cli_agent import CliAgent
 from gpt_engineer.applications.cli.collect import collect_and_send_human_review
-from gpt_engineer.core.preprompts_holder import PrepromptsHolder
+from gpt_engineer.applications.cli.file_selector import ask_for_files
+from gpt_engineer.core.ai import AI
 from gpt_engineer.core.default.disk_execution_env import DiskExecutionEnv
-import logging
+from gpt_engineer.core.default.disk_memory import DiskMemory
+from gpt_engineer.core.default.file_store import FileStore
+from gpt_engineer.core.default.paths import PREPROMPTS_PATH, memory_path
+from gpt_engineer.core.default.steps import execute_entrypoint, gen_code, improve
+from gpt_engineer.core.preprompts_holder import PrepromptsHolder
+from gpt_engineer.tools.custom_steps import clarified_gen, lite_gen, self_heal
+
+# Load the names of the optional dependencies from the pyprojecct file and determine whether
+# they can be imported
+with open("pyproject.toml", "r") as file:
+    pyproject = toml.load(file)
+
+dependency_group = pyproject["tool"]["poetry"]["group"]["experimental"]["dependencies"]
+optional_deps_importable = all(
+    [find_spec(dep_name.replace("-", "_")) is not None for dep_name in dependency_group]
+)
 
 app = typer.Typer()  # creates a CLI app
 
@@ -105,7 +112,7 @@ def main(
     ),
     improve_all_mode: bool = typer.Option(
         False,
-        "--improve_all_experimental",
+        "--improve-all-experimental",
         help="Improve files_dict from existing project, without manually choosing which files to improve, using vector store (EXPERIMENTAL).",
     ),
     lite_mode: bool = typer.Option(
@@ -185,8 +192,16 @@ def main(
     else:
         execution_fn = execute_entrypoint
 
-    if improve_all_mode:
+    if improve_all_mode and optional_deps_importable:
+        from gpt_engineer.tools.experimental.experimental_steps import (
+            improve_automatic_file_selection,
+        )
+
         improve_fn = improve_automatic_file_selection
+    elif improve_all_mode:
+        raise ImportError(
+            "The experimental improve_all_mode is selected, but the optional dependencies to use it are not installed. Please run 'poetry install --with experimental'"
+        )
     else:
         improve_fn = improve
 
diff --git a/gpt_engineer/benchmark/__main__.py b/gpt_engineer/benchmark/__main__.py
index 2f974cdcdd..cc6c09d1b5 100644
--- a/gpt_engineer/benchmark/__main__.py
+++ b/gpt_engineer/benchmark/__main__.py
@@ -1,5 +1,7 @@
 import importlib
-from typing import Optional, Annotated
+
+from typing import Annotated, Optional
+
 import typer
 
 from langchain.cache import SQLiteCache
@@ -22,7 +24,9 @@ def main(
             help="python file that contains a function called 'default_config_agent'"
         ),
     ],
-    benchmarks: Annotated[str, typer.Argument(help="benchmark name(s) separated by ','")],
+    benchmarks: Annotated[
+        str, typer.Argument(help="benchmark name(s) separated by ','")
+    ],
     task_name: Annotated[
         Optional[str], typer.Argument(help="optional task name in benchmark")
     ] = None,
@@ -38,7 +42,9 @@ def main(
         agent = get_agent(path_to_agent)
 
         results = run(agent, benchmark, task_name, verbose=verbose)
-        print(f"\n--- Results for agent {path_to_agent}, benchmark: {benchmark_name} ---")
+        print(
+            f"\n--- Results for agent {path_to_agent}, benchmark: {benchmark_name} ---"
+        )
         print_results(results)
         print()
 
diff --git a/gpt_engineer/benchmark/benchmarks/gpteng/eval_tools.py b/gpt_engineer/benchmark/benchmarks/gpteng/eval_tools.py
index 9c6127c081..0f01502792 100644
--- a/gpt_engineer/benchmark/benchmarks/gpteng/eval_tools.py
+++ b/gpt_engineer/benchmark/benchmarks/gpteng/eval_tools.py
@@ -9,13 +9,6 @@
 be expanded.
 """
 
-import subprocess
-
-from datetime import datetime
-
-import yaml
-
-from tabulate import tabulate
 
 from gpt_engineer.core.files_dict import FilesDict
 
diff --git a/gpt_engineer/benchmark/benchmarks/gpteng/load.py b/gpt_engineer/benchmark/benchmarks/gpteng/load.py
index 742919a671..e742e765f9 100644
--- a/gpt_engineer/benchmark/benchmarks/gpteng/load.py
+++ b/gpt_engineer/benchmark/benchmarks/gpteng/load.py
@@ -1,10 +1,10 @@
 from pathlib import Path
 
-from gpt_engineer.benchmark.benchmarks.gpteng.eval_tools import check_evaluation_component
-from gpt_engineer.benchmark.types import Benchmark, Task, Assertable
-from gpt_engineer.core import chat_to_files
+from gpt_engineer.benchmark.benchmarks.gpteng.eval_tools import (
+    check_evaluation_component,
+)
+from gpt_engineer.benchmark.types import Assertable, Benchmark, Task
 from gpt_engineer.core.chat_to_files import chat_to_files_dict
-from gpt_engineer.core.files_dict import FilesDict
 
 evaluations = [
     {
@@ -156,4 +156,6 @@ def eval_to_task(case):
 
 
 def load_gpteng():
-    return Benchmark(name="gpte_eval", tasks=[eval_to_task(case) for case in evaluations])
+    return Benchmark(
+        name="gpte_eval", tasks=[eval_to_task(case) for case in evaluations]
+    )
diff --git a/gpt_engineer/benchmark/benchmarks/gptme/load.py b/gpt_engineer/benchmark/benchmarks/gptme/load.py
index 04bb7e7044..b74d0afa3f 100644
--- a/gpt_engineer/benchmark/benchmarks/gptme/load.py
+++ b/gpt_engineer/benchmark/benchmarks/gptme/load.py
@@ -1,6 +1,5 @@
 from gpt_engineer.benchmark.types import Benchmark, Task
 from gpt_engineer.core.files_dict import FilesDict
-from gpt_engineer.core.base_execution_env import BaseExecutionEnv
 
 
 def load_gptme():
diff --git a/gpt_engineer/benchmark/run.py b/gpt_engineer/benchmark/run.py
index 21f972ab2a..af2e4bffa6 100644
--- a/gpt_engineer/benchmark/run.py
+++ b/gpt_engineer/benchmark/run.py
@@ -1,7 +1,5 @@
 import time
 
-import typer
-
 from gpt_engineer.benchmark.types import Assertable, Benchmark, TaskResult
 from gpt_engineer.core.base_agent import BaseAgent
 from gpt_engineer.core.default.disk_execution_env import DiskExecutionEnv
@@ -67,7 +65,9 @@ def print_results(results: list[TaskResult]):
         )
         for task_result in results
     )
-    total_assertions = sum(len(task_result.assertion_results) for task_result in results)
+    total_assertions = sum(
+        len(task_result.assertion_results) for task_result in results
+    )
     print(f"Total correct assertions: {correct_assertions}/{total_assertions}")
 
     correct_tasks = sum(
diff --git a/gpt_engineer/benchmark/types.py b/gpt_engineer/benchmark/types.py
index 3095d1d713..fd70fa7b8c 100644
--- a/gpt_engineer/benchmark/types.py
+++ b/gpt_engineer/benchmark/types.py
@@ -2,8 +2,8 @@
 from subprocess import Popen
 from typing import Callable
 
-from gpt_engineer.core.files_dict import FilesDict
 from gpt_engineer.core.base_execution_env import BaseExecutionEnv
+from gpt_engineer.core.files_dict import FilesDict
 
 
 @dataclass
diff --git a/gpt_engineer/core/ai.py b/gpt_engineer/core/ai.py
index f162ce9b52..2a91b55cbc 100644
--- a/gpt_engineer/core/ai.py
+++ b/gpt_engineer/core/ai.py
@@ -9,8 +9,6 @@
 import backoff
 import openai
 
-from gpt_engineer.core.token_usage import TokenUsageLog
-
 from langchain.callbacks.streaming_stdout import StreamingStdOutCallbackHandler
 from langchain.chat_models import AzureChatOpenAI, ChatOpenAI
 from langchain.chat_models.base import BaseChatModel
@@ -22,6 +20,8 @@
     messages_to_dict,
 )
 
+from gpt_engineer.core.token_usage import TokenUsageLog
+
 # Type hint for a chat message
 Message = Union[AIMessage, HumanMessage, SystemMessage]
 
diff --git a/gpt_engineer/core/base_agent.py b/gpt_engineer/core/base_agent.py
index 88b3b8630d..2eb5b280f1 100644
--- a/gpt_engineer/core/base_agent.py
+++ b/gpt_engineer/core/base_agent.py
@@ -1,8 +1,7 @@
-from gpt_engineer.core.files_dict import FilesDict
-from gpt_engineer.core.version_manager import BaseVersionManager
-from gpt_engineer.core.ai import AI
 from abc import ABC, abstractmethod
 
+from gpt_engineer.core.files_dict import FilesDict
+
 
 class BaseAgent(ABC):
     """
diff --git a/gpt_engineer/core/base_execution_env.py b/gpt_engineer/core/base_execution_env.py
index b2f89bc448..d2fee063d8 100644
--- a/gpt_engineer/core/base_execution_env.py
+++ b/gpt_engineer/core/base_execution_env.py
@@ -1,7 +1,8 @@
 from abc import ABC, abstractmethod
-from gpt_engineer.core.files_dict import FilesDict
 from subprocess import Popen
 
+from gpt_engineer.core.files_dict import FilesDict
+
 
 class BaseExecutionEnv(ABC):
     """
diff --git a/gpt_engineer/core/base_memory.py b/gpt_engineer/core/base_memory.py
index e3be338db0..c6e3dd86d9 100644
--- a/gpt_engineer/core/base_memory.py
+++ b/gpt_engineer/core/base_memory.py
@@ -1,5 +1,4 @@
 from pathlib import Path
-from typing import TypeVar, MutableMapping
-from abc import ABC
+from typing import MutableMapping
 
 BaseMemory = MutableMapping[str | Path, str]
diff --git a/gpt_engineer/core/chat_to_files.py b/gpt_engineer/core/chat_to_files.py
index 645dc25685..3f5fe7e6c6 100644
--- a/gpt_engineer/core/chat_to_files.py
+++ b/gpt_engineer/core/chat_to_files.py
@@ -26,11 +26,11 @@
 - apply_edits: Applies file edits to a workspace.
 """
 
-import re
 import logging
+import re
 
 from dataclasses import dataclass
-from typing import List, Tuple
+from typing import List
 
 from gpt_engineer.core.files_dict import FilesDict
 
diff --git a/gpt_engineer/core/default/disk_execution_env.py b/gpt_engineer/core/default/disk_execution_env.py
index 2c97be8811..2203d18286 100644
--- a/gpt_engineer/core/default/disk_execution_env.py
+++ b/gpt_engineer/core/default/disk_execution_env.py
@@ -2,8 +2,8 @@
 import time
 
 from gpt_engineer.core.base_execution_env import BaseExecutionEnv
-from gpt_engineer.core.files_dict import FilesDict
 from gpt_engineer.core.default.file_store import FileStore
+from gpt_engineer.core.files_dict import FilesDict
 
 
 class DiskExecutionEnv(BaseExecutionEnv):
diff --git a/gpt_engineer/core/default/disk_memory.py b/gpt_engineer/core/default/disk_memory.py
index 62903c3542..0cfabab431 100644
--- a/gpt_engineer/core/default/disk_memory.py
+++ b/gpt_engineer/core/default/disk_memory.py
@@ -30,9 +30,10 @@
 import json
 import shutil
 
-from gpt_engineer.core.base_memory import BaseMemory
 from pathlib import Path
-from typing import Any, Optional, Union, Iterator, Dict
+from typing import Any, Dict, Iterator, Optional, Union
+
+from gpt_engineer.core.base_memory import BaseMemory
 from gpt_engineer.tools.experimental.supported_languages import SUPPORTED_LANGUAGES
 
 
diff --git a/gpt_engineer/core/default/file_store.py b/gpt_engineer/core/default/file_store.py
index 5907b0c109..637f67b342 100644
--- a/gpt_engineer/core/default/file_store.py
+++ b/gpt_engineer/core/default/file_store.py
@@ -1,4 +1,5 @@
 import tempfile
+
 from pathlib import Path
 
 from gpt_engineer.core.files_dict import FilesDict
diff --git a/gpt_engineer/core/default/paths.py b/gpt_engineer/core/default/paths.py
index 6a1065f09a..94dd80e1d2 100644
--- a/gpt_engineer/core/default/paths.py
+++ b/gpt_engineer/core/default/paths.py
@@ -1,4 +1,5 @@
 import os
+
 from pathlib import Path
 
 META_DATA_REL_PATH = ".gpteng"
diff --git a/gpt_engineer/core/default/simple_agent.py b/gpt_engineer/core/default/simple_agent.py
index ccb58e1236..a13ff60c5c 100644
--- a/gpt_engineer/core/default/simple_agent.py
+++ b/gpt_engineer/core/default/simple_agent.py
@@ -1,18 +1,14 @@
 import tempfile
 
-from gpt_engineer.core.files_dict import FilesDict
 from gpt_engineer.core.ai import AI
-from gpt_engineer.core.default.steps import (
-    gen_code,
-    gen_entrypoint,
-    improve,
-)
-from gpt_engineer.core.base_memory import BaseMemory
-from gpt_engineer.core.default.disk_memory import DiskMemory
+from gpt_engineer.core.base_agent import BaseAgent
 from gpt_engineer.core.base_execution_env import BaseExecutionEnv
+from gpt_engineer.core.base_memory import BaseMemory
 from gpt_engineer.core.default.disk_execution_env import DiskExecutionEnv
-from gpt_engineer.core.default.paths import memory_path, PREPROMPTS_PATH
-from gpt_engineer.core.base_agent import BaseAgent
+from gpt_engineer.core.default.disk_memory import DiskMemory
+from gpt_engineer.core.default.paths import PREPROMPTS_PATH, memory_path
+from gpt_engineer.core.default.steps import gen_code, gen_entrypoint, improve
+from gpt_engineer.core.files_dict import FilesDict
 from gpt_engineer.core.preprompts_holder import PrepromptsHolder
 
 
diff --git a/gpt_engineer/core/default/steps.py b/gpt_engineer/core/default/steps.py
index cde66f649d..b71ef6c7ee 100644
--- a/gpt_engineer/core/default/steps.py
+++ b/gpt_engineer/core/default/steps.py
@@ -1,28 +1,28 @@
-from gpt_engineer.core.files_dict import FilesDict
+import inspect
+import re
+
+from pathlib import Path
+from typing import List, MutableMapping, Union
+
+from langchain.schema import HumanMessage, SystemMessage
+from termcolor import colored
+
 from gpt_engineer.core.ai import AI
+from gpt_engineer.core.base_execution_env import BaseExecutionEnv
+from gpt_engineer.core.base_memory import BaseMemory
 from gpt_engineer.core.chat_to_files import (
     chat_to_files_dict,
     overwrite_code_with_edits,
     parse_edits,
 )
+from gpt_engineer.core.default.constants import MAX_EDIT_REFINEMENT_STEPS
 from gpt_engineer.core.default.paths import (
-    ENTRYPOINT_FILE,
     CODE_GEN_LOG_FILE,
+    ENTRYPOINT_FILE,
     ENTRYPOINT_LOG_FILE,
     IMPROVE_LOG_FILE,
-    PREPROMPTS_PATH,
 )
-from gpt_engineer.core.default.constants import MAX_EDIT_REFINEMENT_STEPS
-from gpt_engineer.core.default.disk_memory import DiskMemory
-from gpt_engineer.core.base_memory import BaseMemory
-from gpt_engineer.core.base_execution_env import BaseExecutionEnv
-
-from typing import Union, MutableMapping, List
-from pathlib import Path
-from langchain.schema import HumanMessage, SystemMessage
-import inspect
-import re
-from termcolor import colored
+from gpt_engineer.core.files_dict import FilesDict
 from gpt_engineer.core.preprompts_holder import PrepromptsHolder
 
 
@@ -51,7 +51,10 @@ def gen_code(
 
 
 def gen_entrypoint(
-    ai: AI, files_dict: FilesDict, memory: BaseMemory, preprompts_holder: PrepromptsHolder
+    ai: AI,
+    files_dict: FilesDict,
+    memory: BaseMemory,
+    preprompts_holder: PrepromptsHolder,
 ) -> FilesDict:
     preprompts = preprompts_holder.get_preprompts()
     messages = ai.start(
@@ -76,9 +79,11 @@ def execute_entrypoint(
     files_dict: FilesDict,
     preprompts_holder: PrepromptsHolder = None,
 ) -> FilesDict:
-    if not ENTRYPOINT_FILE in files_dict:
+    if ENTRYPOINT_FILE not in files_dict:
         raise FileNotFoundError(
-            "The required entrypoint " + ENTRYPOINT_FILE + " does not exist in the code."
+            "The required entrypoint "
+            + ENTRYPOINT_FILE
+            + " does not exist in the code."
         )
 
     command = files_dict[ENTRYPOINT_FILE]
@@ -133,12 +138,12 @@ def incorrect_edit(files_dict: FilesDict, chat: str) -> List[str,]:
         return problems
 
     for edit in edits:
-        if not edit.filename in files_dict:
+        if edit.filename not in files_dict:
             problems.append(
                 f"A section tried to edit the file {edit.filename}, but this file does not exist in the code. Section:\n"
                 + edit.filename
             )
-        elif not edit.before in files_dict[edit.filename]:
+        elif edit.before not in files_dict[edit.filename]:
             problems.append(
                 "This section, assigned to be exchanged for an edit block, does not have an exact match in the code: "
                 + edit.before
@@ -171,7 +176,7 @@ def improve(
         if len(problems) > 0:
             messages.append(
                 HumanMessage(
-                    content=f"Some previously produced edits were not on the requested format, or the HEAD part was not found in the code. Details: "
+                    content="Some previously produced edits were not on the requested format, or the HEAD part was not found in the code. Details: "
                     + "\n".join(problems)
                     + "\n Please provide ALL the edits again, making sure that the failing ones are now on the correct format and can be found in the code. Make sure to not repeat past mistakes. \n"
                 )
diff --git a/gpt_engineer/core/files_dict.py b/gpt_engineer/core/files_dict.py
index 9f948e065d..11c4fb732d 100644
--- a/gpt_engineer/core/files_dict.py
+++ b/gpt_engineer/core/files_dict.py
@@ -1,4 +1,3 @@
-from typing import MutableMapping
 from pathlib import Path
 
 
diff --git a/gpt_engineer/core/preprompts_holder.py b/gpt_engineer/core/preprompts_holder.py
index a6553f13d6..cde949967d 100644
--- a/gpt_engineer/core/preprompts_holder.py
+++ b/gpt_engineer/core/preprompts_holder.py
@@ -1,5 +1,6 @@
-from typing import Dict
 from pathlib import Path
+from typing import Dict
+
 from gpt_engineer.core.default.disk_memory import DiskMemory
 
 
diff --git a/gpt_engineer/core/token_usage.py b/gpt_engineer/core/token_usage.py
index c45b8bcdd0..d3d0de3b06 100644
--- a/gpt_engineer/core/token_usage.py
+++ b/gpt_engineer/core/token_usage.py
@@ -1,7 +1,10 @@
-import tiktoken
 import logging
+
 from dataclasses import dataclass
 from typing import List, Union
+
+import tiktoken
+
 from langchain.callbacks.openai_info import get_openai_token_cost_for_model
 from langchain.schema import AIMessage, HumanMessage, SystemMessage
 
diff --git a/gpt_engineer/core/version_manager.py b/gpt_engineer/core/version_manager.py
index c3cf9c0454..67e9742886 100644
--- a/gpt_engineer/core/version_manager.py
+++ b/gpt_engineer/core/version_manager.py
@@ -1,7 +1,8 @@
 from abc import ABC, abstractmethod
-from gpt_engineer.core.files_dict import FilesDict
-from typing import Union
 from pathlib import Path
+from typing import Union
+
+from gpt_engineer.core.files_dict import FilesDict
 
 
 class BaseVersionManager(ABC):
diff --git a/gpt_engineer/tools/custom_steps.py b/gpt_engineer/tools/custom_steps.py
index 86c7fc6127..5602f2469f 100644
--- a/gpt_engineer/tools/custom_steps.py
+++ b/gpt_engineer/tools/custom_steps.py
@@ -1,22 +1,18 @@
-from termcolor import colored
-from typing import List, Union
 from platform import platform
 from sys import version_info
-from langchain.schema import SystemMessage, HumanMessage, AIMessage
+from typing import List, Union
+
+from langchain.schema import AIMessage, HumanMessage, SystemMessage
+from termcolor import colored
+
 from gpt_engineer.core.ai import AI
-from gpt_engineer.core.preprompts_holder import PrepromptsHolder
+from gpt_engineer.core.base_execution_env import BaseExecutionEnv
 from gpt_engineer.core.base_memory import BaseMemory
-from gpt_engineer.core.default.paths import (
-    ENTRYPOINT_FILE,
-    CODE_GEN_LOG_FILE,
-)
-from gpt_engineer.core.default.steps import (
-    curr_fn,
-    setup_sys_prompt,
-)
 from gpt_engineer.core.chat_to_files import chat_to_files_dict
+from gpt_engineer.core.default.paths import CODE_GEN_LOG_FILE, ENTRYPOINT_FILE
+from gpt_engineer.core.default.steps import curr_fn, setup_sys_prompt
 from gpt_engineer.core.files_dict import FilesDict
-from gpt_engineer.core.base_execution_env import BaseExecutionEnv
+from gpt_engineer.core.preprompts_holder import PrepromptsHolder
 
 # Type hint for chat messages
 Message = Union[AIMessage, HumanMessage, SystemMessage]
@@ -51,9 +47,11 @@ def self_heal(
 
     # step 1. execute the entrypoint
     # log_path = dbs.workspace.path / "log.txt"
-    if not ENTRYPOINT_FILE in files_dict:
+    if ENTRYPOINT_FILE not in files_dict:
         raise FileNotFoundError(
-            "The required entrypoint " + ENTRYPOINT_FILE + " does not exist in the code."
+            "The required entrypoint "
+            + ENTRYPOINT_FILE
+            + " does not exist in the code."
         )
 
     attempts = 0
diff --git a/gpt_engineer/tools/experimental/code_vector_repository.py b/gpt_engineer/tools/experimental/code_vector_repository.py
index b78b9f8b36..1d93c1d2c0 100644
--- a/gpt_engineer/tools/experimental/code_vector_repository.py
+++ b/gpt_engineer/tools/experimental/code_vector_repository.py
@@ -1,9 +1,8 @@
 from typing import Dict, List
 
-from llama_index import VectorStoreIndex, SimpleDirectoryReader
-from llama_index import Document
-from llama_index.schema import NodeWithScore
+from llama_index import Document, SimpleDirectoryReader, VectorStoreIndex
 from llama_index.retrievers import BM25Retriever
+from llama_index.schema import NodeWithScore
 
 from gpt_engineer.tools.experimental.document_chunker import DocumentChunker
 
@@ -66,6 +65,8 @@ def relevent_code_chunks(
             raise ValueError("Index has not been loaded yet.")
 
         if self._retriever is None:
-            self._retriever = BM25Retriever.from_defaults(self._index, similarity_top_k=2)
+            self._retriever = BM25Retriever.from_defaults(
+                self._index, similarity_top_k=2
+            )
 
         return self._retriever.retrieve(query_string)
diff --git a/gpt_engineer/tools/experimental/document_chunker.py b/gpt_engineer/tools/experimental/document_chunker.py
index f982c11a6d..d5f9f723e3 100644
--- a/gpt_engineer/tools/experimental/document_chunker.py
+++ b/gpt_engineer/tools/experimental/document_chunker.py
@@ -1,10 +1,13 @@
-from typing import Any, List, Dict, NamedTuple
-from pathlib import Path
 from collections import defaultdict
-from langchain.text_splitter import TextSplitter
+from pathlib import Path
+from typing import Any, Dict, List, NamedTuple
+
+import tree_sitter_languages
+
 from langchain.docstore.document import Document
+from langchain.text_splitter import TextSplitter
+
 from gpt_engineer.tools.experimental.supported_languages import SUPPORTED_LANGUAGES
-import tree_sitter_languages
 
 
 class CodeSplitter(TextSplitter):
@@ -35,7 +38,9 @@ def _chunk_node(self, node: Any, text: str, last_end: int = 0) -> List[str]:
                     new_chunks.append(current_chunk)
                 current_chunk = ""
                 new_chunks.extend(self._chunk_node(child, text, last_end))
-            elif len(current_chunk) + child.end_byte - child.start_byte > self.max_chars:
+            elif (
+                len(current_chunk) + child.end_byte - child.start_byte > self.max_chars
+            ):
                 # Child would make the current chunk too big, so start a new chunk
                 new_chunks.append(current_chunk)
                 current_chunk = text[last_end : child.end_byte]
@@ -112,7 +117,9 @@ def _sort_documents_by_programming_language_or_other(
             if extension in lang["extensions"]:
                 doc.metadata["is_code"] = True
                 doc.metadata["code_language"] = lang["name"]
-                doc.metadata["code_language_tree_sitter_name"] = lang["tree_sitter_name"]
+                doc.metadata["code_language_tree_sitter_name"] = lang[
+                    "tree_sitter_name"
+                ]
                 docs_to_split[lang["tree_sitter_name"]].append(doc)
                 language_found = True
                 break
diff --git a/gpt_engineer/tools/experimental/experimental_steps.py b/gpt_engineer/tools/experimental/experimental_steps.py
index 497a3a49bd..f8a4990f9f 100644
--- a/gpt_engineer/tools/experimental/experimental_steps.py
+++ b/gpt_engineer/tools/experimental/experimental_steps.py
@@ -1,15 +1,16 @@
+import os
 import tempfile
 
-from langchain.schema import SystemMessage, HumanMessage
+from langchain.schema import HumanMessage, SystemMessage
 
 from gpt_engineer.core.ai import AI
+from gpt_engineer.core.base_memory import BaseMemory
 from gpt_engineer.core.chat_to_files import overwrite_code_with_edits
-from gpt_engineer.core.files_dict import FilesDict
 from gpt_engineer.core.default.disk_memory import DiskMemory
 from gpt_engineer.core.default.paths import IMPROVE_LOG_FILE
-from gpt_engineer.core.default.steps import setup_sys_prompt_existing_code, curr_fn
+from gpt_engineer.core.default.steps import curr_fn, setup_sys_prompt_existing_code
+from gpt_engineer.core.files_dict import FilesDict
 from gpt_engineer.core.preprompts_holder import PrepromptsHolder
-from gpt_engineer.core.base_memory import BaseMemory
 from gpt_engineer.tools.experimental.code_vector_repository import CodeVectorRepository
 
 
diff --git a/poetry.lock b/poetry.lock
index 3928caa793..723eae9df7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -165,24 +165,24 @@ typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.9\""}
 
 [[package]]
 name = "anyio"
-version = "3.7.1"
+version = "4.1.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
-    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
+    {file = "anyio-4.1.0-py3-none-any.whl", hash = "sha256:56a415fbc462291813a94528a779597226619c8e78af7de0507333f700011e5f"},
+    {file = "anyio-4.1.0.tar.gz", hash = "sha256:5a0bec7085176715be77df87fc66d6c9d70626bd752fcc85f57cdbee5b3760da"},
 ]
 
 [package.dependencies]
-exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
-test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (<0.22)"]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (>=0.23)"]
 
 [[package]]
 name = "appnope"
@@ -267,13 +267,13 @@ test = ["coverage (>=7,<8)", "pytest (>=7,<8)"]
 
 [[package]]
 name = "babel"
-version = "2.13.1"
+version = "2.14.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Babel-2.13.1-py3-none-any.whl", hash = "sha256:7077a4984b02b6727ac10f1f7294484f737443d7e2e66c5e4380e41a3ae0b4ed"},
-    {file = "Babel-2.13.1.tar.gz", hash = "sha256:33e0952d7dd6374af8dbf6768cc4ddf3ccfefc244f9986d4074704f2fbd18900"},
+    {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"},
+    {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"},
 ]
 
 [package.dependencies]
@@ -784,13 +784,13 @@ packaging = "*"
 
 [[package]]
 name = "distlib"
-version = "0.3.7"
+version = "0.3.8"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
 files = [
-    {file = "distlib-0.3.7-py2.py3-none-any.whl", hash = "sha256:2e24928bc811348f0feb63014e97aaae3037f2cf48712d51ae61df7fd6075057"},
-    {file = "distlib-0.3.7.tar.gz", hash = "sha256:9dafe54b34a028eafd95039d5e5d4851a13734540f1331060d31c9916e7147a8"},
+    {file = "distlib-0.3.8-py2.py3-none-any.whl", hash = "sha256:034db59a0b96f8ca18035f36290806a9a6e6bd9d1ff91e45a7f172eb17e51784"},
+    {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"},
 ]
 
 [[package]]
@@ -953,13 +953,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2023.12.0"
+version = "2023.12.2"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fsspec-2023.12.0-py3-none-any.whl", hash = "sha256:f807252ee2018f2223760315beb87a2166c2b9532786eeca9e6548dfcf2cfac9"},
-    {file = "fsspec-2023.12.0.tar.gz", hash = "sha256:8e0bb2db2a94082968483b7ba2eaebf3949835e2dfdf09243dda387539464b31"},
+    {file = "fsspec-2023.12.2-py3-none-any.whl", hash = "sha256:d800d87f72189a745fa3d6b033b9dc4a34ad069f60ca60b943a63599f5501960"},
+    {file = "fsspec-2023.12.2.tar.gz", hash = "sha256:8548d39e8810b59c38014934f6b31e57f40c1b20f911f4cc2b85389c7e9bf0cb"},
 ]
 
 [package.extras]
@@ -988,68 +988,69 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "greenlet"
-version = "3.0.1"
+version = "3.0.2"
 description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "greenlet-3.0.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b8ba29306c5de7717b5761b9ea74f9c72b9e2b834e24aa984da99cbfc70157fd"},
-    {file = "greenlet-3.0.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:19bbdf1cce0346ef7341705d71e2ecf6f41a35c311137f29b8a2dc2341374565"},
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@@ -1058,13 +1059,13 @@ test = ["objgraph", "psutil"]
 
 [[package]]
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-version = "2.5.32"
+version = "2.5.33"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
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 [package.extras]
@@ -1405,22 +1406,22 @@ files = [
 
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-version = "0.0.345"
+version = "0.0.350"
 description = "Building applications with LLMs through composability"
 optional = false
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 dataclasses-json = ">=0.5.7,<0.7"
 jsonpatch = ">=1.33,<2.0"
-langchain-core = ">=0.0.9,<0.1"
+langchain-community = ">=0.0.2,<0.1"
+langchain-core = ">=0.1,<0.2"
 langsmith = ">=0.0.63,<0.1.0"
 numpy = ">=1,<2"
 pydantic = ">=1,<3"
@@ -1430,37 +1431,69 @@ SQLAlchemy = ">=1.4,<3"
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 qdrant = ["qdrant-client (>=1.3.1,<2.0.0)"]
 text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 
+[[package]]
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+version = "0.0.2"
+description = "Community contributed LangChain integrations."
+optional = false
+python-versions = ">=3.8.1,<4.0"
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+[package.dependencies]
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+
 [[package]]
 name = "langchain-core"
-version = "0.0.9"
+version = "0.1.0"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
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+    {file = "langchain_core-0.1.0-py3-none-any.whl", hash = "sha256:6b155a175e1f1555860b22333c14161c652b0013e229e7b8a083639c821312a8"},
+    {file = "langchain_core-0.1.0.tar.gz", hash = "sha256:4c70aa62905896b65c47a966f87584f72026cbe402655749281df81c794e0d6e"},
 ]
 
 [package.dependencies]
+anyio = ">=3,<5"
 jsonpatch = ">=1.33,<2.0"
 langsmith = ">=0.0.63,<0.1.0"
+packaging = ">=23.2,<24.0"
 pydantic = ">=1,<3"
+PyYAML = ">=5.3"
+requests = ">=2,<3"
 tenacity = ">=8.1.0,<9.0.0"
 
+[package.extras]
+extended-testing = ["jinja2 (>=3,<4)"]
+
 [[package]]
 name = "langsmith"
 version = "0.0.69"
@@ -1987,13 +2020,13 @@ test = ["flaky", "ipykernel", "ipython", "ipywidgets", "nbconvert (>=7.0.0)", "p
 
 [[package]]
 name = "nbconvert"
-version = "7.11.0"
+version = "7.12.0"
 description = "Converting Jupyter Notebooks"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "nbconvert-7.11.0-py3-none-any.whl", hash = "sha256:d1d417b7f34a4e38887f8da5bdfd12372adf3b80f995d57556cb0972c68909fe"},
-    {file = "nbconvert-7.11.0.tar.gz", hash = "sha256:abedc01cf543177ffde0bfc2a69726d5a478f6af10a332fc1bf29fcb4f0cf000"},
+    {file = "nbconvert-7.12.0-py3-none-any.whl", hash = "sha256:5b6c848194d270cc55fb691169202620d7b52a12fec259508d142ecbe4219310"},
+    {file = "nbconvert-7.12.0.tar.gz", hash = "sha256:b1564bd89f69a74cd6398b0362da94db07aafb991b7857216a766204a71612c0"},
 ]
 
 [package.dependencies]
@@ -2220,8 +2253,8 @@ files = [
 [package.dependencies]
 numpy = [
     {version = ">=1.20.3", markers = "python_version < \"3.10\""},
-    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
     {version = ">=1.21.0", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
+    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -2278,13 +2311,13 @@ testing = ["docopt", "pytest (<6.0.0)"]
 
 [[package]]
 name = "pathspec"
-version = "0.11.2"
+version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-    {file = "pathspec-0.11.2.tar.gz", hash = "sha256:e0d8d0ac2f12da61956eb2306b69f9469b42f4deb0f3cb6ed47b9cce9996ced3"},
+    {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
+    {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
 ]
 
 [[package]]
@@ -2325,13 +2358,13 @@ files = [
 
 [[package]]
 name = "platformdirs"
-version = "4.0.0"
+version = "4.1.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "platformdirs-4.0.0-py3-none-any.whl", hash = "sha256:118c954d7e949b35437270383a3f2531e99dd93cf7ce4dc8340d3356d30f173b"},
-    {file = "platformdirs-4.0.0.tar.gz", hash = "sha256:cb633b2bcf10c51af60beb0ab06d2f1d69064b43abf4c185ca6b28865f3f9731"},
+    {file = "platformdirs-4.1.0-py3-none-any.whl", hash = "sha256:11c8f37bcca40db96d8144522d925583bdb7a31f7b0e37e3ed4318400a8e2380"},
+    {file = "platformdirs-4.1.0.tar.gz", hash = "sha256:906d548203468492d432bcb294d4bc2fff751bf84971fbb2c10918cc206ee420"},
 ]
 
 [package.extras]
@@ -2373,13 +2406,13 @@ virtualenv = ">=20.10.0"
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.41"
+version = "3.0.43"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
 python-versions = ">=3.7.0"
 files = [
-    {file = "prompt_toolkit-3.0.41-py3-none-any.whl", hash = "sha256:f36fe301fafb7470e86aaf90f036eef600a3210be4decf461a5b1ca8403d3cb2"},
-    {file = "prompt_toolkit-3.0.41.tar.gz", hash = "sha256:941367d97fc815548822aa26c2a269fdc4eb21e9ec05fc5d447cf09bad5d75f0"},
+    {file = "prompt_toolkit-3.0.43-py3-none-any.whl", hash = "sha256:a11a29cb3bf0a28a387fe5122cdb649816a957cd9261dcedf8c9f1fef33eacf6"},
+    {file = "prompt_toolkit-3.0.43.tar.gz", hash = "sha256:3527b7af26106cbc65a040bcc84839a3566ec1b051bb0bfe953631e704b0ff7d"},
 ]
 
 [package.dependencies]
@@ -2804,104 +2837,104 @@ files = [
 
 [[package]]
 name = "pyzmq"
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 [package.dependencies]
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 [[package]]
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 [[package]]
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+    {file = "yarl-1.9.4-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:63b20738b5aac74e239622d2fe30df4fca4942a86e31bf47a81a0e94c14df94f"},
+    {file = "yarl-1.9.4-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d7d7f7de27b8944f1fee2c26a88b4dabc2409d2fea7a9ed3df79b67277644e17"},
+    {file = "yarl-1.9.4-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c74018551e31269d56fab81a728f683667e7c28c04e807ba08f8c9e3bba32f14"},
+    {file = "yarl-1.9.4-cp37-cp37m-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ca06675212f94e7a610e85ca36948bb8fc023e458dd6c63ef71abfd482481aa5"},
+    {file = "yarl-1.9.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5aef935237d60a51a62b86249839b51345f47564208c6ee615ed2a40878dccdd"},
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+    {file = "yarl-1.9.4-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:d25039a474c4c72a5ad4b52495056f843a7ff07b632c1b92ea9043a3d9950f6e"},
+    {file = "yarl-1.9.4-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:f7d6b36dd2e029b6bcb8a13cf19664c7b8e19ab3a58e0fefbb5b8461447ed5ec"},
+    {file = "yarl-1.9.4-cp37-cp37m-musllinux_1_1_ppc64le.whl", hash = "sha256:957b4774373cf6f709359e5c8c4a0af9f6d7875db657adb0feaf8d6cb3c3964c"},
+    {file = "yarl-1.9.4-cp37-cp37m-musllinux_1_1_s390x.whl", hash = "sha256:d7eeb6d22331e2fd42fce928a81c697c9ee2d51400bd1a28803965883e13cead"},
+    {file = "yarl-1.9.4-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:6a962e04b8f91f8c4e5917e518d17958e3bdee71fd1d8b88cdce74dd0ebbf434"},
+    {file = "yarl-1.9.4-cp37-cp37m-win32.whl", hash = "sha256:f3bc6af6e2b8f92eced34ef6a96ffb248e863af20ef4fde9448cc8c9b858b749"},
+    {file = "yarl-1.9.4-cp37-cp37m-win_amd64.whl", hash = "sha256:ad4d7a90a92e528aadf4965d685c17dacff3df282db1121136c382dc0b6014d2"},
+    {file = "yarl-1.9.4-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:ec61d826d80fc293ed46c9dd26995921e3a82146feacd952ef0757236fc137be"},
+    {file = "yarl-1.9.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:8be9e837ea9113676e5754b43b940b50cce76d9ed7d2461df1af39a8ee674d9f"},
+    {file = "yarl-1.9.4-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:bef596fdaa8f26e3d66af846bbe77057237cb6e8efff8cd7cc8dff9a62278bbf"},
+    {file = "yarl-1.9.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2d47552b6e52c3319fede1b60b3de120fe83bde9b7bddad11a69fb0af7db32f1"},
+    {file = "yarl-1.9.4-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:84fc30f71689d7fc9168b92788abc977dc8cefa806909565fc2951d02f6b7d57"},
+    {file = "yarl-1.9.4-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4aa9741085f635934f3a2583e16fcf62ba835719a8b2b28fb2917bb0537c1dfa"},
+    {file = "yarl-1.9.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:206a55215e6d05dbc6c98ce598a59e6fbd0c493e2de4ea6cc2f4934d5a18d130"},
+    {file = "yarl-1.9.4-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:07574b007ee20e5c375a8fe4a0789fad26db905f9813be0f9fef5a68080de559"},
+    {file = "yarl-1.9.4-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:5a2e2433eb9344a163aced6a5f6c9222c0786e5a9e9cac2c89f0b28433f56e23"},
+    {file = "yarl-1.9.4-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:6ad6d10ed9b67a382b45f29ea028f92d25bc0bc1daf6c5b801b90b5aa70fb9ec"},
+    {file = "yarl-1.9.4-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:6fe79f998a4052d79e1c30eeb7d6c1c1056ad33300f682465e1b4e9b5a188b78"},
+    {file = "yarl-1.9.4-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:a825ec844298c791fd28ed14ed1bffc56a98d15b8c58a20e0e08c1f5f2bea1be"},
+    {file = "yarl-1.9.4-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:8619d6915b3b0b34420cf9b2bb6d81ef59d984cb0fde7544e9ece32b4b3043c3"},
+    {file = "yarl-1.9.4-cp38-cp38-win32.whl", hash = "sha256:686a0c2f85f83463272ddffd4deb5e591c98aac1897d65e92319f729c320eece"},
+    {file = "yarl-1.9.4-cp38-cp38-win_amd64.whl", hash = "sha256:a00862fb23195b6b8322f7d781b0dc1d82cb3bcac346d1e38689370cc1cc398b"},
+    {file = "yarl-1.9.4-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:604f31d97fa493083ea21bd9b92c419012531c4e17ea6da0f65cacdcf5d0bd27"},
+    {file = "yarl-1.9.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:8a854227cf581330ffa2c4824d96e52ee621dd571078a252c25e3a3b3d94a1b1"},
+    {file = "yarl-1.9.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:ba6f52cbc7809cd8d74604cce9c14868306ae4aa0282016b641c661f981a6e91"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a6327976c7c2f4ee6816eff196e25385ccc02cb81427952414a64811037bbc8b"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8397a3817d7dcdd14bb266283cd1d6fc7264a48c186b986f32e86d86d35fbac5"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e0381b4ce23ff92f8170080c97678040fc5b08da85e9e292292aba67fdac6c34"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:23d32a2594cb5d565d358a92e151315d1b2268bc10f4610d098f96b147370136"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ddb2a5c08a4eaaba605340fdee8fc08e406c56617566d9643ad8bf6852778fc7"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:26a1dc6285e03f3cc9e839a2da83bcbf31dcb0d004c72d0730e755b33466c30e"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:18580f672e44ce1238b82f7fb87d727c4a131f3a9d33a5e0e82b793362bf18b4"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:29e0f83f37610f173eb7e7b5562dd71467993495e568e708d99e9d1944f561ec"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:1f23e4fe1e8794f74b6027d7cf19dc25f8b63af1483d91d595d4a07eca1fb26c"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:db8e58b9d79200c76956cefd14d5c90af54416ff5353c5bfd7cbe58818e26ef0"},
+    {file = "yarl-1.9.4-cp39-cp39-win32.whl", hash = "sha256:c7224cab95645c7ab53791022ae77a4509472613e839dab722a72abe5a684575"},
+    {file = "yarl-1.9.4-cp39-cp39-win_amd64.whl", hash = "sha256:824d6c50492add5da9374875ce72db7a0733b29c2394890aef23d533106e2b15"},
+    {file = "yarl-1.9.4-py3-none-any.whl", hash = "sha256:928cecb0ef9d5a7946eb6ff58417ad2fe9375762382f1bf5c55e61645f2c43ad"},
+    {file = "yarl-1.9.4.tar.gz", hash = "sha256:566db86717cf8080b99b58b083b773a908ae40f06681e87e589a976faf8246bf"},
 ]
 
 [package.dependencies]
@@ -4293,4 +4326,4 @@ test = ["pytest"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.1,<3.12"
-content-hash = "432774471521775bf8e6a68187db83303055726a4ae19429f180d8325744f8c1"
+content-hash = "09b9572cae5eed0782f5c490a7989ec574fc8405dc8bd63fbcc34403faf067ec"
diff --git a/projects/example-improve/model.py b/projects/example-improve/model.py
index 2c73051c9f..e5d0b72433 100644
--- a/projects/example-improve/model.py
+++ b/projects/example-improve/model.py
@@ -1,4 +1,5 @@
 import random
+
 from dataclasses import dataclass
 
 
diff --git a/projects/example-improve/view.py b/projects/example-improve/view.py
index 25f6feee8f..78421e5124 100644
--- a/projects/example-improve/view.py
+++ b/projects/example-improve/view.py
@@ -1,3 +1,6 @@
+from model import Point
+
+
 class View:
     def __init__(self, game):
         self.game = game
diff --git a/pyproject.toml b/pyproject.toml
index fd0fc66f1b..0046ceaf31 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "gpt-engineer"
-version = "0.2.1"
+version = "0.2.2"
 description = "Specify what you want it to build, the AI asks for clarification, and then builds it."
 authors = ["Anton Osika <anton.osika@gmail.com>"]
 license = "MIT"
@@ -58,8 +58,11 @@ sphinx-copybutton = ">=0.5.1"
 markdown-include = ">=0.6.0"
 sphinx_copybutton = ">=0.5.2"
 
+[tool.poetry.group.experimental]
+optional = true
+
 [tool.poetry.group.experimental.dependencies]
-llama-index = ">=0.8.49"
+llama-index = ">=0.8"
 rank-bm25 = ">=0.2.2"
 tree_sitter_languages = ">=1.8.0"
 
@@ -76,15 +79,13 @@ experimental = ["llama-index", "rank-bm25", "tree_sitter_languages"]
 
 [tool.ruff]
 select = ["F", "E", "W", "I001"]
-line-length = 100
 show-fixes = false
 target-version = "py311"
 task-tags = ["TODO", "FIXME"]
+extend-ignore = ["E501", "E722"]
 
 [tool.black]
-line-length = 90
 target-version = ["py311"]
-include = '\\.pyi?$'
 
 [tool.ruff.isort]
 known-first-party = []
diff --git a/tests/applications/cli/test_cli_agent.py b/tests/applications/cli/test_cli_agent.py
index b51d8baec7..ae5cfcc746 100644
--- a/tests/applications/cli/test_cli_agent.py
+++ b/tests/applications/cli/test_cli_agent.py
@@ -1,15 +1,17 @@
-import pytest
+import os
 import tempfile
-from tests.caching_ai import CachingAI
+
+import pytest
+
 from gpt_engineer.applications.cli.cli_agent import CliAgent
-from gpt_engineer.tools.custom_steps import self_heal, lite_gen, clarified_gen
-from gpt_engineer.core.files_dict import FilesDict
 from gpt_engineer.core.default.disk_execution_env import DiskExecutionEnv
 from gpt_engineer.core.default.disk_memory import DiskMemory
 
 # from gpt_engineer.core.default.git_version_manager import GitVersionManager
-from gpt_engineer.core.default.paths import memory_path, ENTRYPOINT_FILE
-import os
+from gpt_engineer.core.default.paths import ENTRYPOINT_FILE, memory_path
+from gpt_engineer.core.files_dict import FilesDict
+from gpt_engineer.tools.custom_steps import clarified_gen, lite_gen
+from tests.caching_ai import CachingAI
 
 
 def test_init_standard_config(monkeypatch):
@@ -19,7 +21,7 @@ def test_init_standard_config(monkeypatch):
     execution_env = DiskExecutionEnv()
     cli_agent = CliAgent.with_default_config(memory, execution_env, ai=CachingAI())
     outfile = "output.txt"
-    file_path = os.path.join(temp_dir, outfile)
+    os.path.join(temp_dir, outfile)
     code = cli_agent.init(
         f"Make a program that prints 'Hello World!' to a file called '{outfile}'"
     )
@@ -42,7 +44,7 @@ def test_init_lite_config(monkeypatch):
         memory, execution_env, ai=CachingAI(), code_gen_fn=lite_gen
     )
     outfile = "output.txt"
-    file_path = os.path.join(temp_dir, outfile)
+    os.path.join(temp_dir, outfile)
     code = cli_agent.init(
         f"Make a program that prints 'Hello World!' to a file called '{outfile}'"
     )
diff --git a/tests/applications/cli/test_collect.py b/tests/applications/cli/test_collect.py
index ed6061c088..5f4b0252cd 100644
--- a/tests/applications/cli/test_collect.py
+++ b/tests/applications/cli/test_collect.py
@@ -2,19 +2,8 @@
 Tests the collect_learnings function in the cli/collect module.
 """
 
-import json
-
-from unittest.mock import MagicMock
 
 import pytest
-import rudderstack.analytics as rudder_analytics
-
-from gpt_engineer.applications.cli.collect import collect_learnings
-from gpt_engineer.core.default.disk_memory import (
-    DiskMemory,
-)
-from gpt_engineer.applications.cli.learning import extract_learning
-
 
 # def test_collect_learnings(monkeypatch):
 #     monkeypatch.setattr(rudder_analytics, "track", MagicMock())
diff --git a/tests/applications/cli/test_collection_consent.py b/tests/applications/cli/test_collection_consent.py
index f447d978f3..73b6f19ad6 100644
--- a/tests/applications/cli/test_collection_consent.py
+++ b/tests/applications/cli/test_collection_consent.py
@@ -1,11 +1,15 @@
 """
 Tests for the revised data collection consent mechanism in the cli/learning module.
 """
-import pytest
-from unittest.mock import patch
 from pathlib import Path
-from gpt_engineer.applications.cli.learning import ask_collection_consent
-from gpt_engineer.applications.cli.learning import check_collection_consent
+from unittest.mock import patch
+
+import pytest
+
+from gpt_engineer.applications.cli.learning import (
+    ask_collection_consent,
+    check_collection_consent,
+)
 
 
 # Use a fixture to clean up created files after each test
@@ -27,25 +31,25 @@ def cleanup():
 
 def test_check_consent_file_exists_and_true(cleanup):
     Path(".gpte_consent").write_text("true")
-    assert check_collection_consent() == True
+    assert check_collection_consent() is True
 
 
 def test_check_consent_file_exists_and_false(cleanup):
     Path(".gpte_consent").write_text("false")
     with patch("builtins.input", side_effect=["n"]):
-        assert check_collection_consent() == False
+        assert check_collection_consent() is False
 
 
 def test_check_consent_file_not_exists_and_user_says_yes(cleanup):
     with patch("builtins.input", side_effect=["y"]):
-        assert check_collection_consent() == True
+        assert check_collection_consent() is True
     assert Path(".gpte_consent").exists()
     assert Path(".gpte_consent").read_text() == "true"
 
 
 def test_check_consent_file_not_exists_and_user_says_no(cleanup):
     with patch("builtins.input", side_effect=["n"]):
-        assert check_collection_consent() == False
+        assert check_collection_consent() is False
     assert not Path(".gpte_consent").exists()
 
 
@@ -73,14 +77,14 @@ def test_ask_collection_consent_yes(cleanup):
         result = ask_collection_consent()
     assert Path(".gpte_consent").exists()
     assert Path(".gpte_consent").read_text() == "true"
-    assert result == True
+    assert result is True
 
 
 def test_ask_collection_consent_no(cleanup):
     with patch("builtins.input", side_effect=["n"]):
         result = ask_collection_consent()
     assert not Path(".gpte_consent").exists()
-    assert result == False
+    assert result is False
 
 
 def test_ask_collection_consent_invalid_then_yes(cleanup):
@@ -88,11 +92,11 @@ def test_ask_collection_consent_invalid_then_yes(cleanup):
         result = ask_collection_consent()
     assert Path(".gpte_consent").exists()
     assert Path(".gpte_consent").read_text() == "true"
-    assert result == True
+    assert result is True
 
 
 def test_ask_collection_consent_invalid_then_no(cleanup):
     with patch("builtins.input", side_effect=["invalid", "n"]):
         result = ask_collection_consent()
     assert not Path(".gpte_consent").exists()
-    assert result == False
+    assert result is False
diff --git a/tests/caching_ai.py b/tests/caching_ai.py
index 9227936cbd..dfe14e4c61 100644
--- a/tests/caching_ai.py
+++ b/tests/caching_ai.py
@@ -1,16 +1,13 @@
+import json
 import os.path
 
-from gpt_engineer.core.ai import AI
-from gpt_engineer.core.token_usage import TokenUsageLog
 from pathlib import Path
-import json
 from typing import List, Optional, Union
 
-from langchain.schema import (
-    AIMessage,
-    HumanMessage,
-    SystemMessage,
-)
+from langchain.schema import AIMessage, HumanMessage, SystemMessage
+
+from gpt_engineer.core.ai import AI
+from gpt_engineer.core.token_usage import TokenUsageLog
 
 # Type hint for a chat message
 Message = Union[AIMessage, HumanMessage, SystemMessage]
diff --git a/tests/core/default/test_disk_execution_env.py b/tests/core/default/test_disk_execution_env.py
index 7019b7956c..541a5bb319 100644
--- a/tests/core/default/test_disk_execution_env.py
+++ b/tests/core/default/test_disk_execution_env.py
@@ -1,12 +1,13 @@
+import tempfile
 import unittest
 
-from gpt_engineer.core.files_dict import FilesDict
+from unittest.mock import MagicMock, patch
+
 from gpt_engineer.core.default.disk_execution_env import DiskExecutionEnv
 
 # from gpt_engineer.core.default.git_version_manager import GitVersionManager
 from gpt_engineer.core.default.paths import ENTRYPOINT_FILE
-import tempfile
-from unittest.mock import patch, MagicMock
+from gpt_engineer.core.files_dict import FilesDict
 
 
 class TestOnDiskExecutionEnv(unittest.TestCase):
diff --git a/tests/core/default/test_disk_file_repository.py b/tests/core/default/test_disk_file_repository.py
index 8636c98f47..4b8ac84be6 100644
--- a/tests/core/default/test_disk_file_repository.py
+++ b/tests/core/default/test_disk_file_repository.py
@@ -1,10 +1,6 @@
 import pytest
 
-from gpt_engineer.core.default.disk_memory import (
-    DiskMemory,
-)
-
-import unittest
+from gpt_engineer.core.default.disk_memory import DiskMemory
 
 
 def test_DB_operations(tmp_path):
@@ -78,8 +74,6 @@ def test_error_messages(tmp_path):
 
 # Generated by CodiumAI
 
-import pytest
-
 
 class TestOnDiskRepository:
     #  can set and get a value for a key
diff --git a/tests/core/default/test_simple_agent.py b/tests/core/default/test_simple_agent.py
index dcfe4f4b45..363f25c48b 100644
--- a/tests/core/default/test_simple_agent.py
+++ b/tests/core/default/test_simple_agent.py
@@ -1,23 +1,13 @@
-import pytest
 import tempfile
-from gpt_engineer.core.ai import AI
-from gpt_engineer.core.default.simple_agent import SimpleAgent
-from gpt_engineer.core.files_dict import FilesDict
-import os
+
+import pytest
 
 from gpt_engineer.core.default.disk_execution_env import DiskExecutionEnv
 from gpt_engineer.core.default.paths import ENTRYPOINT_FILE
+from gpt_engineer.core.default.simple_agent import SimpleAgent
+from gpt_engineer.core.files_dict import FilesDict
 from tests.caching_ai import CachingAI
 
-from gpt_engineer.core.chat_to_files import (
-    chat_to_files_dict,
-    Edit,
-    parse_edits,
-    apply_edits,
-)
-from gpt_engineer.core.chat_to_files import logger as parse_logger
-import logging
-
 
 def test_init():
     temp_dir = tempfile.mkdtemp()
diff --git a/tests/core/default/test_steps.py b/tests/core/default/test_steps.py
index e3c03e6a9e..a3d2b33740 100644
--- a/tests/core/default/test_steps.py
+++ b/tests/core/default/test_steps.py
@@ -1,27 +1,31 @@
 # Generated by CodiumAI
-from gpt_engineer.core.files_dict import FilesDict
+import tempfile
+
+from unittest.mock import MagicMock
+
+import pytest
+
+from langchain.schema import SystemMessage
+
+from gpt_engineer.core.ai import AI
+from gpt_engineer.core.default.disk_memory import DiskMemory
 from gpt_engineer.core.default.paths import (
-    ENTRYPOINT_FILE,
     CODE_GEN_LOG_FILE,
+    ENTRYPOINT_FILE,
     ENTRYPOINT_LOG_FILE,
     IMPROVE_LOG_FILE,
     PREPROMPTS_PATH,
 )
-from gpt_engineer.core.ai import AI
-from gpt_engineer.core.preprompts_holder import PrepromptsHolder
-from gpt_engineer.core.default.disk_memory import DiskMemory
 from gpt_engineer.core.default.steps import (
-    gen_code,
     curr_fn,
-    setup_sys_prompt,
-    setup_sys_prompt_existing_code,
+    gen_code,
     gen_entrypoint,
     improve,
+    setup_sys_prompt,
+    setup_sys_prompt_existing_code,
 )
-from langchain.schema import HumanMessage, SystemMessage
-import tempfile
-import pytest
-from unittest.mock import MagicMock
+from gpt_engineer.core.files_dict import FilesDict
+from gpt_engineer.core.preprompts_holder import PrepromptsHolder
 
 factorial_program = """
 To implement a function that calculates the factorial of a number in Python, we will create a simple Python module with a single function `factorial`. The factorial of a non-negative integer `n` is the product of all positive integers less than or equal to `n`. It is denoted by `n!`. The factorial of 0 is defined to be 1.
@@ -174,7 +178,9 @@ def test_function():
         # Assert
         assert actual_name == expected_name
 
-    def test_constructs_system_prompt_with_predefined_instructions_and_philosophies(self):
+    def test_constructs_system_prompt_with_predefined_instructions_and_philosophies(
+        self,
+    ):
         preprompts_holder = PrepromptsHolder(PREPROMPTS_PATH)
         preprompts = preprompts_holder.get_preprompts()
         sys_prompt = setup_sys_prompt(preprompts)
diff --git a/tests/core/test_ai.py b/tests/core/test_ai.py
index d03d5f81d8..c39f7e71ce 100644
--- a/tests/core/test_ai.py
+++ b/tests/core/test_ai.py
@@ -1,6 +1,7 @@
-from gpt_engineer.core.ai import AI
-from langchain.chat_models.fake import FakeListChatModel
 from langchain.chat_models.base import BaseChatModel
+from langchain.chat_models.fake import FakeListChatModel
+
+from gpt_engineer.core.ai import AI
 
 
 def mock_create_chat_model(self) -> BaseChatModel:
diff --git a/tests/core/test_chat_to_files.py b/tests/core/test_chat_to_files.py
index 894f32e955..3ac27ea453 100644
--- a/tests/core/test_chat_to_files.py
+++ b/tests/core/test_chat_to_files.py
@@ -1,12 +1,14 @@
+import logging
+
 import pytest
+
 from gpt_engineer.core.chat_to_files import (
-    chat_to_files_dict,
     Edit,
-    parse_edits,
     apply_edits,
+    chat_to_files_dict,
+    logger as parse_logger,
+    parse_edits,
 )
-from gpt_engineer.core.chat_to_files import logger as parse_logger
-import logging
 
 
 def test_standard_input():
@@ -202,7 +204,9 @@ def test_apply_edit_multiple_matches(log_capture):
     code = {"file.py": "repeat repeat repeat"}
     apply_edits(edits, code)
     assert code == {"file.py": "new new new"}
-    assert "code block to be replaced was found multiple times" in log_capture.messages[0]
+    assert (
+        "code block to be replaced was found multiple times" in log_capture.messages[0]
+    )
 
 
 if __name__ == "__main__":
diff --git a/tests/core/test_token_usage.py b/tests/core/test_token_usage.py
index 62afe4943c..a5e8257be4 100644
--- a/tests/core/test_token_usage.py
+++ b/tests/core/test_token_usage.py
@@ -1,7 +1,10 @@
 import csv
+
 from io import StringIO
-from gpt_engineer.core.token_usage import TokenUsageLog, TokenUsage
-from langchain.schema import AIMessage, HumanMessage, SystemMessage
+
+from langchain.schema import HumanMessage, SystemMessage
+
+from gpt_engineer.core.token_usage import TokenUsageLog
 
 
 def test_format_log():
diff --git a/tests/test_install.py b/tests/test_install.py
index 1dd11de5ce..d8f8d15a11 100644
--- a/tests/test_install.py
+++ b/tests/test_install.py
@@ -1,11 +1,12 @@
 """
 Tests for successful installation of the package.
 """
-import pytest
+import shutil
 import subprocess
 import sys
 import venv
-import shutil
+
+import pytest
 
 # Define the directory for the virtual environment.
 VENV_DIR = "./venv_test_installation"
@@ -25,7 +26,7 @@ def venv_setup_teardown():
     """
     try:
         # Create a virtual environment with pip available.
-        venv.create(VENV_DIR, with_pip=True)
+        venv.create(VENV_DIR, with_pip=True, clear=True)
 
         # Install Poetry in the virtual environment.
         subprocess.run(
@@ -60,7 +61,9 @@ def test_installation():
     result = subprocess.run([poetry_executable, "install"], capture_output=True)
 
     # Assert that the installation was successful.
-    assert result.returncode == 0, f"Install via poetry failed: {result.stderr.decode()}"
+    assert (
+        result.returncode == 0
+    ), f"Install via poetry failed: {result.stderr.decode()}"
 
 
 def test_cli_execution():
diff --git a/tests/tools/test_code_vector_repository.py b/tests/tools/test_code_vector_repository.py
index 8cdba902f3..dc35ad816c 100644
--- a/tests/tools/test_code_vector_repository.py
+++ b/tests/tools/test_code_vector_repository.py
@@ -1,160 +1,161 @@
-import pytest
-
-from llama_index import Document
-from gpt_engineer.tools.experimental.code_vector_repository import CodeVectorRepository
-import example_snake_files
-
-
-def mock_load_documents_from_directory(self, directory_name):
-    nonCodeDoc = Document()
-    nonCodeDoc.set_content(
-        "example non code file which currently isnt loaded into the vector store"
-    )
-    nonCodeDoc.metadata["filename"] = "README.md"
-
-    if directory_name == "python":
-        doc1 = Document()
-        doc1.set_content(example_snake_files.PYTHON)
-        doc1.metadata["filename"] = "src/snake_game.py"
-
-    if directory_name == "web":
-        doc1 = Document()
-        doc1.set_content(example_snake_files.HTML)
-        doc1.metadata["filename"] = "src/index.html"
-
-        doc2 = Document()
-        doc2.set_content(example_snake_files.CSS)
-        doc2.metadata["filename"] = "src/styles.css"
-
-        doc3 = Document()
-        doc3.set_content(example_snake_files.JAVASCRIPT)
-        doc3.metadata["filename"] = "src/script.js"
-
-        return [doc1, doc2, doc3, nonCodeDoc]
-
-    if directory_name == "java":
-        doc1 = Document()
-        doc1.set_content(example_snake_files.JAVA)
-        doc1.metadata["filename"] = "src/snake_game.java"
-
-    if directory_name == "c#":
-        doc1 = Document()
-        doc1.set_content(example_snake_files.C_SHARP)
-        doc1.metadata["filename"] = "src/snake_game.cs"
-
-    if directory_name == "typescript":
-        doc1 = Document()
-        doc1.set_content(example_snake_files.TYPESCRIPT)
-        doc1.metadata["filename"] = "src/snake_game.ts"
-
-    if directory_name == "ruby":
-        doc1 = Document()
-        doc1.set_content(example_snake_files.RUBY)
-        doc1.metadata["filename"] = "src/snake_game.rb"
-
-    if directory_name == "php":
-        doc1 = Document()
-        doc1.set_content(example_snake_files.PHP)
-        doc1.metadata["filename"] = "src/snake_game.php"
-
-    if directory_name == "go":
-        doc1 = Document()
-        doc1.set_content(example_snake_files.GO)
-        doc1.metadata["filename"] = "src/main.go"
-
-    if directory_name == "kotlin":
-        doc1 = Document()
-        doc1.set_content(example_snake_files.KOTLIN)
-        doc1.metadata["filename"] = "src/main/kotlin/SnakeGame.kt"
-
-    if directory_name == "rust":
-        doc1 = Document()
-        doc1.set_content(example_snake_files.RUST)
-        doc1.metadata["filename"] = "src/main.rs"
-
-    if directory_name == "c++":
-        doc1 = Document()
-        doc1.set_content(example_snake_files.C_PLUS_PLUS)
-        doc1.metadata["filename"] = "src/main.cpp"
-
-    # c is supported, however it does not pass this test
-    # if directory_name == "c":
-    #     doc1 = Document()
-    #     doc1.set_content(example_snake_files.C)
-    #     doc1.metadata["filename"] = "main.c"
-
-    # Swift not currently supported
-    # if directory_name == "swift":
-    #     doc1 = Document()
-    #     doc1.set_content(example_snake_files.SWIFT)
-    #     doc1.metadata["filename"] = "src/main.swift"
-
-    return [doc1, nonCodeDoc]
-
-
-@pytest.mark.skip(
-    reason="this test makes queries to an LLM as part of creating the vector store so requires an open ai api key. Todo: run the vector store with llm=None so this can run without an LLM"
-)
-@pytest.mark.parametrize(
-    "language",
-    [
-        "python",
-        "web",
-        "java",
-        "c#",
-        "typescript",
-        "ruby",
-        "php",
-        "go",
-        "kotlin",
-        "rust",
-        "c++",
-    ],
-)  # ToDo: add Swift, C and other languages
-def test_load_and_retrieve(monkeypatch, language):
-    # arrange
-    monkeypatch.setattr(
-        CodeVectorRepository,
-        "_load_documents_from_directory",
-        mock_load_documents_from_directory,
-    )
-
-    repository = CodeVectorRepository()
-    repository.load_from_directory(language)
-
-    # act
-    document_chunks = repository.relevent_code_chunks(
-        "Invert the controlls so pressing the up moves the snake down, and pressing down moves the snake up.",
-        llm=None,
-    )
-
-    # assert
-    assert document_chunks.__len__() == 2  # set to return 2 documents
-
-    assert (
-        "up" in document_chunks[0].text.lower()
-    )  # code should include section that sets directions
-    assert "down" in document_chunks[0].text.lower()
-
-
-@pytest.mark.skip(
-    reason="this test makes queries to an LLM so requires an open ai api key"
-)
-def test_load_and_query_python(monkeypatch):
-    # arrange
-    monkeypatch.setattr(
-        CodeVectorRepository,
-        "_load_documents_from_directory",
-        mock_load_documents_from_directory,
-    )
-
-    repository = CodeVectorRepository()
-    repository.load_from_directory("python")
-
-    # act
-    response = repository.query(
-        "How would I invert the direction arrows so up moves the snake down, and down moves the snake up? "
-    )
-
-    # assert
-    assert "Controller" in str(response)
+# import example_snake_files
+# import pytest
+#
+# from llama_index import Document
+#
+# from gpt_engineer.tools.experimental.code_vector_repository import CodeVectorRepository
+#
+#
+# def mock_load_documents_from_directory(self, directory_name):
+#     nonCodeDoc = Document()
+#     nonCodeDoc.set_content(
+#         "example non code file which currently isnt loaded into the vector store"
+#     )
+#     nonCodeDoc.metadata["filename"] = "README.md"
+#
+#     if directory_name == "python":
+#         doc1 = Document()
+#         doc1.set_content(example_snake_files.PYTHON)
+#         doc1.metadata["filename"] = "src/snake_game.py"
+#
+#     if directory_name == "web":
+#         doc1 = Document()
+#         doc1.set_content(example_snake_files.HTML)
+#         doc1.metadata["filename"] = "src/index.html"
+#
+#         doc2 = Document()
+#         doc2.set_content(example_snake_files.CSS)
+#         doc2.metadata["filename"] = "src/styles.css"
+#
+#         doc3 = Document()
+#         doc3.set_content(example_snake_files.JAVASCRIPT)
+#         doc3.metadata["filename"] = "src/script.js"
+#
+#         return [doc1, doc2, doc3, nonCodeDoc]
+#
+#     if directory_name == "java":
+#         doc1 = Document()
+#         doc1.set_content(example_snake_files.JAVA)
+#         doc1.metadata["filename"] = "src/snake_game.java"
+#
+#     if directory_name == "c#":
+#         doc1 = Document()
+#         doc1.set_content(example_snake_files.C_SHARP)
+#         doc1.metadata["filename"] = "src/snake_game.cs"
+#
+#     if directory_name == "typescript":
+#         doc1 = Document()
+#         doc1.set_content(example_snake_files.TYPESCRIPT)
+#         doc1.metadata["filename"] = "src/snake_game.ts"
+#
+#     if directory_name == "ruby":
+#         doc1 = Document()
+#         doc1.set_content(example_snake_files.RUBY)
+#         doc1.metadata["filename"] = "src/snake_game.rb"
+#
+#     if directory_name == "php":
+#         doc1 = Document()
+#         doc1.set_content(example_snake_files.PHP)
+#         doc1.metadata["filename"] = "src/snake_game.php"
+#
+#     if directory_name == "go":
+#         doc1 = Document()
+#         doc1.set_content(example_snake_files.GO)
+#         doc1.metadata["filename"] = "src/main.go"
+#
+#     if directory_name == "kotlin":
+#         doc1 = Document()
+#         doc1.set_content(example_snake_files.KOTLIN)
+#         doc1.metadata["filename"] = "src/main/kotlin/SnakeGame.kt"
+#
+#     if directory_name == "rust":
+#         doc1 = Document()
+#         doc1.set_content(example_snake_files.RUST)
+#         doc1.metadata["filename"] = "src/main.rs"
+#
+#     if directory_name == "c++":
+#         doc1 = Document()
+#         doc1.set_content(example_snake_files.C_PLUS_PLUS)
+#         doc1.metadata["filename"] = "src/main.cpp"
+#
+#     # c is supported, however it does not pass this test
+#     # if directory_name == "c":
+#     #     doc1 = Document()
+#     #     doc1.set_content(example_snake_files.C)
+#     #     doc1.metadata["filename"] = "main.c"
+#
+#     # Swift not currently supported
+#     # if directory_name == "swift":
+#     #     doc1 = Document()
+#     #     doc1.set_content(example_snake_files.SWIFT)
+#     #     doc1.metadata["filename"] = "src/main.swift"
+#
+#     return [doc1, nonCodeDoc]
+#
+#
+# @pytest.mark.skip(
+#     reason="this test makes queries to an LLM as part of creating the vector store so requires an open ai api key. Todo: run the vector store with llm=None so this can run without an LLM"
+# )
+# @pytest.mark.parametrize(
+#     "language",
+#     [
+#         "python",
+#         "web",
+#         "java",
+#         "c#",
+#         "typescript",
+#         "ruby",
+#         "php",
+#         "go",
+#         "kotlin",
+#         "rust",
+#         "c++",
+#     ],
+# )  # ToDo: add Swift, C and other languages
+# def test_load_and_retrieve(monkeypatch, language):
+#     # arrange
+#     monkeypatch.setattr(
+#         CodeVectorRepository,
+#         "_load_documents_from_directory",
+#         mock_load_documents_from_directory,
+#     )
+#
+#     repository = CodeVectorRepository()
+#     repository.load_from_directory(language)
+#
+#     # act
+#     document_chunks = repository.relevent_code_chunks(
+#         "Invert the controlls so pressing the up moves the snake down, and pressing down moves the snake up.",
+#         llm=None,
+#     )
+#
+#     # assert
+#     assert document_chunks.__len__() == 2  # set to return 2 documents
+#
+#     assert (
+#         "up" in document_chunks[0].text.lower()
+#     )  # code should include section that sets directions
+#     assert "down" in document_chunks[0].text.lower()
+#
+#
+# @pytest.mark.skip(
+#     reason="this test makes queries to an LLM so requires an open ai api key"
+# )
+# def test_load_and_query_python(monkeypatch):
+#     # arrange
+#     monkeypatch.setattr(
+#         CodeVectorRepository,
+#         "_load_documents_from_directory",
+#         mock_load_documents_from_directory,
+#     )
+#
+#     repository = CodeVectorRepository()
+#     repository.load_from_directory("python")
+#
+#     # act
+#     response = repository.query(
+#         "How would I invert the direction arrows so up moves the snake down, and down moves the snake up? "
+#     )
+#
+#     # assert
+#     assert "Controller" in str(response)