diff --git a/moatless/benchmark/swebench/utils.py b/moatless/benchmark/swebench/utils.py
index 6090ad36..ae4dcd05 100644
--- a/moatless/benchmark/swebench/utils.py
+++ b/moatless/benchmark/swebench/utils.py
@@ -1,13 +1,14 @@
+import json
 import logging
 import os
+from datetime import datetime, timezone
 from typing import Optional
 
 from datasets import load_dataset
 
 from moatless.benchmark.utils import (
     file_spans_to_dict,
-    get_missing_files,
-    get_missing_spans,
+    get_missing_files, get_missing_spans,
 )
 from moatless.file_context import FileContext
 from moatless.index import CodeIndex
@@ -19,6 +20,8 @@
 logger = logging.getLogger(__name__)
 
 
+_moatless_instances = {}
+
 def load_instances(
     dataset_name: str = "princeton-nlp/SWE-bench_Lite", split: str = "test"
 ):
@@ -35,6 +38,21 @@ def load_instance(
     return data[instance_id]
 
 
+def load_moatless_dataset():
+    global _moatless_instances
+    with open("moatless/benchmark/swebench_lite_all_evaluations.json") as f:
+        dataset = json.load(f)
+        _moatless_instances = {d["instance_id"]: d for d in dataset}
+
+def get_moatless_instance(
+        instance_id: str
+):
+    global _moatless_instances
+    if not _moatless_instances:
+        load_moatless_dataset()
+    return _moatless_instances.get(instance_id)
+
+
 def sorted_instances(
     dataset_name: str = "princeton-nlp/SWE-bench_Lite",
     split: str = "test",
@@ -56,6 +74,7 @@ def found_in_expected_spans(instance: dict, spans: dict):
             logging.warning(
                 f"{instance['instance_id']} Expected spans for {file_path} is empty"
             )
+    
     missing_spans = get_missing_spans(instance["expected_spans"], spans)
     return not missing_spans
 
@@ -306,6 +325,7 @@ def create_workspace(
     instance_id: Optional[str] = None,
     repo_base_dir: Optional[str] = None,
     index_store_dir: Optional[str] = None,
+    create_instance_dir: bool = False,
 ):
     """
     Create a workspace for the given SWE-bench instance.
@@ -322,7 +342,12 @@ def create_workspace(
 
     repo_dir_name = instance["repo"].replace("/", "__")
     repo_url = f"https://github.com/swe-bench/{repo_dir_name}.git"
-    repo_dir = f"{repo_base_dir}/swe-bench_{repo_dir_name}"
+
+    if create_instance_dir:
+        date_str = datetime.now(tz=timezone.utc).strftime("%Y%m%d_%H%M%S")
+        repo_dir = f"{repo_base_dir}/swe-bench_{instance['instance_id']}_{date_str}"
+    else:
+        repo_dir = f"{repo_base_dir}/{repo_dir_name}"
     repo = GitRepository.from_repo(
         git_repo_url=repo_url, repo_path=repo_dir, commit=instance["base_commit"]
     )
diff --git a/moatless/benchmark/utils.py b/moatless/benchmark/utils.py
index 41cc33d5..847e775b 100644
--- a/moatless/benchmark/utils.py
+++ b/moatless/benchmark/utils.py
@@ -1,8 +1,10 @@
 import logging
 import re
 import time
+from typing import List
 
 from moatless.codeblocks.module import Module
+from moatless.index.types import SearchCodeHit, CodeSnippet
 from moatless.repository import FileRepository
 from moatless.types import FileWithSpans
 
@@ -199,7 +201,8 @@ def get_missing_spans(
 
 
 def calculate_estimated_context_window(instance, results):
-    patch_diffs = get_diff_lines(instance["patch"])
+    patch = instance.get("patch") or instance.get("golden_patch")
+    patch_diffs = get_diff_lines(patch)
     expected_changes = []
 
     for patch_diff in patch_diffs:
diff --git a/moatless/repository/file.py b/moatless/repository/file.py
index 3db5a4b2..332e1dcb 100644
--- a/moatless/repository/file.py
+++ b/moatless/repository/file.py
@@ -27,34 +27,32 @@ class UpdateResult:
 class CodeFile(BaseModel):
     file_path: str = Field(..., description="The path to the file")
     content: str = Field(..., description="The content of the file")
+
     _module: Module | None = PrivateAttr(None)
     _dirty: bool = PrivateAttr(False)
 
     @classmethod
     def from_file(cls, repo_path: str, file_path: str):
         with open(os.path.join(repo_path, file_path)) as f:
-            parser = get_parser_by_path(file_path)
-            if parser:
-                content = f.read()
-                module = parser.parse(content)
-            else:
-                module = None
-            return cls(file_path=file_path, content=content, module=module)
+            content = f.read()
+            return cls(file_path=file_path, content=content)
 
     @classmethod
     def from_content(cls, file_path: str, content: str):
-        parser = PythonParser()
-        module = parser.parse(content)
-        return cls(file_path=file_path, content=content, module=module)
+        return cls(file_path=file_path, content=content)
 
     @property
     def supports_codeblocks(self):
         return self.module is not None
 
     @property
-    def module(self) -> Module:
-        if not self._module:
-            return None
+    def module(self) -> Module | None:
+        if self._module is None:
+            parser = get_parser_by_path(self.file_path)
+            if parser:
+                self._module = parser.parse(self.content)
+            else:
+                return None
         return self._module
 
     @property
@@ -225,13 +223,7 @@ def get_file(
                 return None
 
             with open(full_file_path) as f:
-                parser = get_parser_by_path(file_path)
-                if parser:
-                    content = f.read()
-                    module = parser.parse(content)
-                    found_file = CodeFile(file_path=file_path, content=content, module=module)
-                else:
-                    found_file = CodeFile(file_path=file_path, content=f.read())
+                found_file = CodeFile(file_path=file_path, content=f.read())
 
             if not existing_file:
                 existing_file = found_file
diff --git a/poetry.lock b/poetry.lock
index 3dc68df9..4b16e715 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,91 +1,103 @@
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-description = "Async http client/server framework (asyncio)"
+name = "aiohappyeyeballs"
+version = "2.3.5"
+description = "Happy Eyeballs for asyncio"
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 python-versions = ">=3.8"
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 ]
 
-[package.dependencies]
+[[package]]
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+description = "Async http client/server framework (asyncio)"
+optional = false
+python-versions = ">=3.8"
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+]
+
+[package.dependencies]
+aiohappyeyeballs = ">=2.3.0"
 aiosignal = ">=1.1.2"
 async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
@@ -94,7 +106,7 @@ multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
 name = "aiolimiter"
@@ -206,22 +218,22 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "23.2.0"
+version = "24.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.extras]
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-dev = ["attrs[tests]", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs[tests-no-zope]", "zope-interface"]
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-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "beautifulsoup4"
@@ -944,13 +956,13 @@ socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.24.3"
+version = "0.24.5"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -1237,13 +1249,13 @@ proxy = ["PyJWT (>=2.8.0,<3.0.0)", "apscheduler (>=3.10.4,<4.0.0)", "backoff", "
 
 [[package]]
 name = "llama-cloud"
-version = "0.0.11"
+version = "0.0.13"
 description = ""
 optional = false
 python-versions = "<4,>=3.8"
 files = [
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-    {file = "llama_cloud-0.0.11.tar.gz", hash = "sha256:100882b528892065211436da048252d57eca14d8683d2fde6f89eeb20950ac18"},
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 ]
 
 [package.dependencies]
@@ -1252,19 +1264,19 @@ pydantic = ">=1.10"
 
 [[package]]
 name = "llama-index"
-version = "0.10.58"
+version = "0.10.65"
 description = "Interface between LLMs and your data"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 [package.dependencies]
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 llama-index-cli = ">=0.1.2,<0.2.0"
-llama-index-core = "0.10.58"
+llama-index-core = ">=0.10.65,<0.11.0"
 llama-index-embeddings-openai = ">=0.1.5,<0.2.0"
 llama-index-indices-managed-llama-cloud = ">=0.2.0"
 llama-index-legacy = ">=0.9.48,<0.10.0"
@@ -1309,13 +1321,13 @@ llama-index-llms-openai = ">=0.1.1,<0.2.0"
 
 [[package]]
 name = "llama-index-core"
-version = "0.10.58"
+version = "0.10.65"
 description = "Interface between LLMs and your data"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -1327,7 +1339,7 @@ fsspec = ">=2023.5.0"
 httpx = "*"
 nest-asyncio = ">=1.5.8,<2.0.0"
 networkx = ">=3.0"
-nltk = ">=3.8.1,<4.0.0"
+nltk = ">=3.8.2"
 numpy = "<2.0.0"
 openai = ">=1.1.0"
 pandas = "*"
@@ -1388,13 +1400,13 @@ llama-index-core = ">=0.10.48.post1,<0.11.0"
 
 [[package]]
 name = "llama-index-legacy"
-version = "0.9.48"
+version = "0.9.48.post1"
 description = "Interface between LLMs and your data"
 optional = false
-python-versions = ">=3.8.1,<4.0"
+python-versions = "<4.0,>=3.8.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -1406,7 +1418,7 @@ fsspec = ">=2023.5.0"
 httpx = "*"
 nest-asyncio = ">=1.5.8,<2.0.0"
 networkx = ">=3.0"
-nltk = ">=3.8.1,<4.0.0"
+nltk = ">=3.8.2"
 numpy = "*"
 openai = ">=1.1.0"
 pandas = "*"
@@ -1441,13 +1453,13 @@ llama-index-core = ">=0.10.57,<0.11.0"
 
 [[package]]
 name = "llama-index-multi-modal-llms-openai"
-version = "0.1.8"
+version = "0.1.9"
 description = "llama-index multi-modal-llms openai integration"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "llama_index_multi_modal_llms_openai-0.1.9-py3-none-any.whl", hash = "sha256:614f40427a4671e72742780be8fda77297dbf2942519bffcb2c9de8696a9edff"},
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 ]
 
 [package.dependencies]
@@ -1488,13 +1500,13 @@ llama-index-program-openai = ">=0.1.1,<0.2.0"
 
 [[package]]
 name = "llama-index-readers-file"
-version = "0.1.31"
+version = "0.1.33"
 description = "llama-index readers file integration"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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 [package.dependencies]
@@ -1881,13 +1893,13 @@ test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
 name = "nltk"
-version = "3.8.1"
+version = "3.8.2"
 description = "Natural Language Toolkit"
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-python-versions = ">=3.7"
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 [package.dependencies]
@@ -2513,62 +2525,64 @@ files = [
 
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 [[package]]
@@ -2820,114 +2834,114 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
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+    {file = "tokenizers-0.20.0.tar.gz", hash = "sha256:39d7acc43f564c274085cafcd1dae9d36f332456de1a31970296a6b8da4eac8d"},
 ]
 
 [package.dependencies]
@@ -3349,24 +3363,24 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.13.0"
+version = "0.13.2"
 description = "Style preserving TOML library"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "tomlkit-0.13.0-py3-none-any.whl", hash = "sha256:7075d3042d03b80f603482d69bf0c8f345c2b30e41699fd8883227f89972b264"},
-    {file = "tomlkit-0.13.0.tar.gz", hash = "sha256:08ad192699734149f5b97b45f1f18dad7eb1b6d16bc72ad0c2335772650d7b72"},
+    {file = "tomlkit-0.13.2-py3-none-any.whl", hash = "sha256:7a974427f6e119197f670fbbbeae7bef749a6c14e793db934baefc1b5f03efde"},
+    {file = "tomlkit-0.13.2.tar.gz", hash = "sha256:fff5fe59a87295b278abd31bec92c15d9bc4a06885ab12bcea52c71119392e79"},
 ]
 
 [[package]]
 name = "tqdm"
-version = "4.66.4"
+version = "4.66.5"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
-    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
+    {file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"},
+    {file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"},
 ]
 
 [package.dependencies]
@@ -3848,13 +3862,13 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zipp"
-version = "3.19.2"
+version = "3.20.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
-    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
+    {file = "zipp-3.20.0-py3-none-any.whl", hash = "sha256:58da6168be89f0be59beb194da1250516fdaa062ccebd30127ac65d30045e10d"},
+    {file = "zipp-3.20.0.tar.gz", hash = "sha256:0145e43d89664cfe1a2e533adc75adafed82fe2da404b4bbb6b026c0157bdb31"},
 ]
 
 [package.extras]
@@ -3864,4 +3878,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<=3.13"
-content-hash = "b9c679d3b471808285e7c116c35976c18c36f74ab5cd7fc60fc2f4abbb4c14c5"
+content-hash = "cbb3a7553cd5bf3eb3ef2d4a599a22f9ea2e4ac4dfc3aeaec28e5addf253906f"
diff --git a/pyproject.toml b/pyproject.toml
index 908def18..ec7eab90 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -27,10 +27,10 @@ tree-sitter-java = "0.21.0"
 rapidfuzz = "3.9.5"
 openai = "1.37.1"
 anthropic = "0.31.2"
-llama-index = "0.10.58"
+llama-index = "0.10.65"
 llama-index-embeddings-openai = "0.1.11"
 llama-index-embeddings-voyageai = "0.1.4"
-llama-index-readers-file = "0.1.31"
+llama-index-readers-file = "0.1.33"
 jsonref = "1.1.0"
 pylint = "3.2.6"
 numpy = ">=1.0,<2.0"