diff --git a/factcheck/__init__.py b/factcheck/__init__.py
index 877dbe8..fece7ec 100644
--- a/factcheck/__init__.py
+++ b/factcheck/__init__.py
@@ -29,6 +29,7 @@ def __init__(
         evidence_retrieval_model: str = None,
         claim_verify_model: str = None,
         api_config: dict = None,
+        num_seed_retries: int = 3,
     ):
         self.encoding = tiktoken.get_encoding("cl100k_base")
 
@@ -63,6 +64,7 @@ def __init__(
         self.query_generator = QueryGenerator(llm_client=self.query_generator_model, prompt=self.prompt)
         self.evidence_crawler = retriever_mapper(retriever_name=retriever)(api_config=self.api_config)
         self.claimverify = ClaimVerify(llm_client=self.claim_verify_model, prompt=self.prompt)
+        self.num_seed_retries = num_seed_retries
 
         logger.info("===Sub-modules Init Finished===")
 
@@ -73,7 +75,7 @@ def load_config(self, api_config: dict) -> None:
     def check_response(self, response: str):
         st_time = time.time()
         # step 1
-        claims = self.decomposer.getclaims(doc=response)
+        claims = self.decomposer.getclaims(doc=response, num_retries=self.num_seed_retries)
         for i, claim in enumerate(claims):
             logger.info(f"== response claims {i}: {claim}")
 
@@ -81,7 +83,7 @@ def check_response(self, response: str):
         (
             checkworthy_claims,
             pairwise_checkworthy,
-        ) = self.checkworthy.identify_checkworthiness(claims)
+        ) = self.checkworthy.identify_checkworthiness(claims, num_retries=self.num_seed_retries)
         for i, claim in enumerate(checkworthy_claims):
             logger.info(f"== Check-worthy claims {i}: {claim}")
 
diff --git a/factcheck/core/Retriever/serper_retriever.py b/factcheck/core/Retriever/serper_retriever.py
index c50aef7..74e3c4d 100644
--- a/factcheck/core/Retriever/serper_retriever.py
+++ b/factcheck/core/Retriever/serper_retriever.py
@@ -67,6 +67,7 @@ def _retrieve_evidence_4_all_claim(self, query_list: list[str], top_k: int = 5,
 
         # get the results for queries with an answer box
         query_url_dict = {}
+        url_to_date = {}  # TODO: decide whether to use date
         _snippet_to_check = []
         for i, (query, result) in enumerate(zip(query_list, serper_response.json())):
             if query != result.get("searchParameters").get("q"):
@@ -92,6 +93,8 @@ def _retrieve_evidence_4_all_claim(self, query_list: list[str], top_k: int = 5,
                     "url": "Multiple",
                 }
 
+                # Save date for each url
+                url_to_date.update({result.get("link"): result.get("date") for result in results})
                 # Save query-url pair, 1 query may have multiple urls
                 query_url_dict.update({query: [result.get("link") for result in results]})
                 _snippet_to_check += [result["snippet"] for result in results]
diff --git a/poetry.lock b/poetry.lock
index 6fc4391..78c4f51 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -93,7 +93,7 @@ lxml = ["lxml"]
 name = "blinker"
 version = "1.7.0"
 description = "Fast, simple object-to-object and broadcast signaling"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "blinker-1.7.0-py3-none-any.whl", hash = "sha256:c3f865d4d54db7abc53758a01601cf343fe55b84c1de4e3fa910e420b438d5b9"},
@@ -262,13 +262,13 @@ files = [
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.0"
+version = "1.2.1"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "exceptiongroup-1.2.0-py3-none-any.whl", hash = "sha256:4bfd3996ac73b41e9b9628b04e079f193850720ea5945fc96a08633c66912f14"},
-    {file = "exceptiongroup-1.2.0.tar.gz", hash = "sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68"},
+    {file = "exceptiongroup-1.2.1-py3-none-any.whl", hash = "sha256:5258b9ed329c5bbdd31a309f53cbfb0b155341807f6ff7606a1e801a891b29ad"},
+    {file = "exceptiongroup-1.2.1.tar.gz", hash = "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"},
 ]
 
 [package.extras]
@@ -276,13 +276,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "filelock"
-version = "3.13.3"
+version = "3.13.4"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.13.3-py3-none-any.whl", hash = "sha256:5ffa845303983e7a0b7ae17636509bc97997d58afeafa72fb141a17b152284cb"},
-    {file = "filelock-3.13.3.tar.gz", hash = "sha256:a79895a25bbefdf55d1a2a0a80968f7dbb28edcd6d4234a0afb3f37ecde4b546"},
+    {file = "filelock-3.13.4-py3-none-any.whl", hash = "sha256:404e5e9253aa60ad457cae1be07c0f0ca90a63931200a47d9b6a6af84fd7b45f"},
+    {file = "filelock-3.13.4.tar.gz", hash = "sha256:d13f466618bfde72bd2c18255e269f72542c6e70e7bac83a0232d6b1cc5c8cf4"},
 ]
 
 [package.extras]
@@ -294,7 +294,7 @@ typing = ["typing-extensions (>=4.8)"]
 name = "flask"
 version = "3.0.3"
 description = "A simple framework for building complex web applications."
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "flask-3.0.3-py3-none-any.whl", hash = "sha256:34e815dfaa43340d1d15a5c3a02b8476004037eb4840b34910c6e21679d288f3"},
@@ -524,7 +524,7 @@ files = [
 name = "importlib-metadata"
 version = "7.1.0"
 description = "Read metadata from Python packages"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "importlib_metadata-7.1.0-py3-none-any.whl", hash = "sha256:30962b96c0c223483ed6cc7280e7f0199feb01a0e40cfae4d4450fc6fab1f570"},
@@ -541,20 +541,20 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)",
 
 [[package]]
 name = "itsdangerous"
-version = "2.1.2"
+version = "2.2.0"
 description = "Safely pass data to untrusted environments and back."
-optional = false
-python-versions = ">=3.7"
+optional = true
+python-versions = ">=3.8"
 files = [
-    {file = "itsdangerous-2.1.2-py3-none-any.whl", hash = "sha256:2c2349112351b88699d8d4b6b075022c0808887cb7ad10069318a8b0bc88db44"},
-    {file = "itsdangerous-2.1.2.tar.gz", hash = "sha256:5dbbc68b317e5e42f327f9021763545dc3fc3bfe22e6deb96aaf1fc38874156a"},
+    {file = "itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef"},
+    {file = "itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173"},
 ]
 
 [[package]]
 name = "jinja2"
 version = "3.1.3"
 description = "A very fast and expressive template engine."
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "Jinja2-3.1.3-py3-none-any.whl", hash = "sha256:7d6d50dd97d52cbc355597bd845fabfbac3f551e1f99619e39a35ce8c370b5fa"},
@@ -582,7 +582,7 @@ files = [
 name = "markupsafe"
 version = "2.1.5"
 description = "Safely add untrusted strings to HTML/XML markup."
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "MarkupSafe-2.1.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a17a92de5231666cfbe003f0e4b9b3a7ae3afb1ec2845aadc2bacc93ff85febc"},
@@ -719,13 +719,13 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.16.2"
+version = "1.23.6"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-1.16.2-py3-none-any.whl", hash = "sha256:46a435380921e42dae218d04d6dd0e89a30d7f3b9d8a778d5887f78003cf9354"},
-    {file = "openai-1.16.2.tar.gz", hash = "sha256:c93d5efe5b73b6cb72c4cd31823852d2e7c84a138c0af3cbe4a8eb32b1164ab2"},
+    {file = "openai-1.23.6-py3-none-any.whl", hash = "sha256:f406c76ba279d16b9aca5a89cee0d968488e39f671f4dc6f0d690ac3c6f6fca1"},
+    {file = "openai-1.23.6.tar.gz", hash = "sha256:612de2d54cf580920a1156273f84aada6b3dca26d048f62eb5364a4314d7f449"},
 ]
 
 [package.dependencies]
@@ -759,11 +759,11 @@ files = [
 [package.dependencies]
 numpy = [
     {version = ">=1.21.0", markers = "python_version == \"3.9\" and platform_system == \"Darwin\" and platform_machine == \"arm64\""},
+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.23.5", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
     {version = ">=1.21.4", markers = "python_version >= \"3.10\" and platform_system == \"Darwin\" and python_version < \"3.11\""},
     {version = ">=1.21.2", markers = "platform_system != \"Darwin\" and python_version >= \"3.10\" and python_version < \"3.11\""},
     {version = ">=1.19.3", markers = "platform_system == \"Linux\" and platform_machine == \"aarch64\" and python_version >= \"3.8\" and python_version < \"3.10\" or python_version > \"3.9\" and python_version < \"3.10\" or python_version >= \"3.9\" and platform_system != \"Darwin\" and python_version < \"3.10\" or python_version >= \"3.9\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
-    {version = ">=1.23.5", markers = "python_version >= \"3.11\" and python_version < \"3.12\""},
-    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
 
 [[package]]
@@ -779,47 +779,47 @@ files = [
 
 [[package]]
 name = "pandas"
-version = "2.2.1"
+version = "2.2.2"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = false
 python-versions = ">=3.9"
 files = [
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+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
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 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -852,23 +852,23 @@ xml = ["lxml (>=4.9.2)"]
 
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+version = "1.43.0"
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 [package.dependencies]
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+pyee = "11.1.0"
 
 [[package]]
 name = "playwright-stealth"
@@ -889,18 +889,18 @@ test = ["pytest"]
 
 [[package]]
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+version = "2.7.1"
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 [package.dependencies]
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 typing-extensions = ">=4.6.1"
 
 [package.extras]
@@ -908,90 +908,90 @@ email = ["email-validator (>=2.0.0)"]
 
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-description = ""
+version = "2.18.2"
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 [[package]]
 name = "pyee"
-version = "11.0.1"
+version = "11.1.0"
 description = "A rough port of Node.js's EventEmitter to Python with a few tricks of its own"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
 typing-extensions = "*"
 
 [package.extras]
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 [[package]]
 name = "python-dateutil"
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 name = "regex"
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+    {file = "tokenizers-0.19.1.tar.gz", hash = "sha256:ee59e6680ed0fdbe6b724cf38bd70400a0c1dd623b07ac729087270caeac88e3"},
 ]
 
 [package.dependencies]
-huggingface_hub = ">=0.16.4,<1.0"
+huggingface-hub = ">=0.16.4,<1.0"
 
 [package.extras]
 dev = ["tokenizers[testing]"]
-docs = ["setuptools_rust", "sphinx", "sphinx_rtd_theme"]
-testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
+docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
+testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
 
 [[package]]
 name = "tqdm"
@@ -1497,7 +1487,7 @@ zstd = ["zstandard (>=0.18.0)"]
 name = "werkzeug"
 version = "3.0.2"
 description = "The comprehensive WSGI web application library."
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "werkzeug-3.0.2-py3-none-any.whl", hash = "sha256:3aac3f5da756f93030740bc235d3e09449efcf65f2f55e3602e1d851b8f48795"},
@@ -1514,7 +1504,7 @@ watchdog = ["watchdog (>=2.3)"]
 name = "zipp"
 version = "3.18.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
     {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
@@ -1525,7 +1515,10 @@ files = [
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
+[extras]
+api = ["Flask"]
+
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "995c28fb85f0b792ab8c0712a2ff8be8d14f3ec9a70f7094c75b6c342aa92953"
+content-hash = "148c3e165e2b12281488a52ca01f8ce9cf690f4a1eb4df55241b8eed314d7aaa"
diff --git a/pyproject.toml b/pyproject.toml
index 06b7276..b7a257a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,9 @@
 [tool.poetry]
-package-mode = false
 name = "openfactverification"
 version = "0.1.0"
+packages = [
+    {include = "factcheck"}
+]
 description = "Loki: An Open-source Tool for Fact Verification"
 authors = [
     "Hao Wang <hao.wang@librai.tech>",
@@ -24,7 +26,7 @@ python = "^3.9"
 anthropic = "^0.23.1"
 backoff = "^2.2.1"
 bs4 = "^0.0.2"
-Flask = "^3.0.3"
+Flask = { version = "^3.0.3", optional = true }
 httpx = "^0.27.0"
 nltk = "^3.8.1"
 openai = "^1.16.2"
@@ -34,6 +36,8 @@ playwright = "^1.42.0"
 playwright-stealth = "^1.0.6"
 tiktoken = "^0.6.0"
 
+[tool.poetry.extras]
+api = ["Flask"]
 
 [build-system]
 requires = ["poetry-core"]