diff --git a/poetry.lock b/poetry.lock
index 1dd8fcba..8c7ca157 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,3126 +1,3125 @@
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+    {file = "yarl-1.9.2-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:149ddea5abf329752ea5051b61bd6c1d979e13fbf122d3a1f9f0c8be6cb6f63c"},
+    {file = "yarl-1.9.2-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:674ca19cbee4a82c9f54e0d1eee28116e63bc6fd1e96c43031d11cbab8b2afd5"},
+    {file = "yarl-1.9.2-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:9b3152f2f5677b997ae6c804b73da05a39daa6a9e85a512e0e6823d81cdad7cc"},
+    {file = "yarl-1.9.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:5415d5a4b080dc9612b1b63cba008db84e908b95848369aa1da3686ae27b6d2b"},
+    {file = "yarl-1.9.2-cp38-cp38-win32.whl", hash = "sha256:f7a3d8146575e08c29ed1cd287068e6d02f1c7bdff8970db96683b9591b86ee7"},
+    {file = "yarl-1.9.2-cp38-cp38-win_amd64.whl", hash = "sha256:63c48f6cef34e6319a74c727376e95626f84ea091f92c0250a98e53e62c77c72"},
+    {file = "yarl-1.9.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:75df5ef94c3fdc393c6b19d80e6ef1ecc9ae2f4263c09cacb178d871c02a5ba9"},
+    {file = "yarl-1.9.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:c027a6e96ef77d401d8d5a5c8d6bc478e8042f1e448272e8d9752cb0aff8b5c8"},
+    {file = "yarl-1.9.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:f3b078dbe227f79be488ffcfc7a9edb3409d018e0952cf13f15fd6512847f3f7"},
+    {file = "yarl-1.9.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:59723a029760079b7d991a401386390c4be5bfec1e7dd83e25a6a0881859e716"},
+    {file = "yarl-1.9.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b03917871bf859a81ccb180c9a2e6c1e04d2f6a51d953e6a5cdd70c93d4e5a2a"},
+    {file = "yarl-1.9.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c1012fa63eb6c032f3ce5d2171c267992ae0c00b9e164efe4d73db818465fac3"},
+    {file = "yarl-1.9.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a74dcbfe780e62f4b5a062714576f16c2f3493a0394e555ab141bf0d746bb955"},
+    {file = "yarl-1.9.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8c56986609b057b4839968ba901944af91b8e92f1725d1a2d77cbac6972b9ed1"},
+    {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:2c315df3293cd521033533d242d15eab26583360b58f7ee5d9565f15fee1bef4"},
+    {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:b7232f8dfbd225d57340e441d8caf8652a6acd06b389ea2d3222b8bc89cbfca6"},
+    {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:53338749febd28935d55b41bf0bcc79d634881195a39f6b2f767870b72514caf"},
+    {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:066c163aec9d3d073dc9ffe5dd3ad05069bcb03fcaab8d221290ba99f9f69ee3"},
+    {file = "yarl-1.9.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8288d7cd28f8119b07dd49b7230d6b4562f9b61ee9a4ab02221060d21136be80"},
+    {file = "yarl-1.9.2-cp39-cp39-win32.whl", hash = "sha256:b124e2a6d223b65ba8768d5706d103280914d61f5cae3afbc50fc3dfcc016623"},
+    {file = "yarl-1.9.2-cp39-cp39-win_amd64.whl", hash = "sha256:61016e7d582bc46a5378ffdd02cd0314fb8ba52f40f9cf4d9a5e7dbef88dee18"},
+    {file = "yarl-1.9.2.tar.gz", hash = "sha256:04ab9d4b9f587c06d801c2abfe9317b77cdf996c65a90d5e84ecc45010823571"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+
+[package.source]
+type = "legacy"
+url = "https://pypi.tuna.tsinghua.edu.cn/simple"
+reference = "tsinghua"
+
+[[package]]
+name = "zipp"
+version = "3.17.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.tuna.tsinghua.edu.cn/simple"
+reference = "tsinghua"
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.8.1,<4.0"
+content-hash = "11eff5eb4427380f3472900e4cc81df835ddfda1354bdd772e456864177beaa8"
diff --git a/promptulate/agents/auto_agent.py b/promptulate/agents/auto_agent.py
deleted file mode 100644
index e69de29b..00000000
diff --git a/promptulate/agents/web_agent/agent.py b/promptulate/agents/web_agent/agent.py
index 4c791dfe..ab9d408c 100644
--- a/promptulate/agents/web_agent/agent.py
+++ b/promptulate/agents/web_agent/agent.py
@@ -46,15 +46,20 @@ def _run(self, prompt: str, *args, **kwargs) -> str:
 
         # Loop search until find the answer
         while True:
-            answer: str = self.llm(self.conversation_prompt, stop=self.stop_sequences)
+            llm_output: str = self.llm(
+                self.conversation_prompt, stop=self.stop_sequences
+            )
             logger.info(
                 f"[pne] tool agent <{iterations}> current prompt: {self.conversation_prompt}"
             )
 
-            if "Final Answer" in answer:
-                return answer.split("Final Answer:")[-1]
+            if "Final Answer" in llm_output:
+                return llm_output.split("Final Answer:")[-1]
+
+            self.conversation_prompt += llm_output
 
-            query_words: str = self._find_query_words(answer)
+            # get keywords and query by websearch
+            query_words: str = self._find_query_words(llm_output)
             Hook.call_hook(
                 HookTable.ON_AGENT_ACTION,
                 self,
@@ -66,6 +71,7 @@ def _run(self, prompt: str, *args, **kwargs) -> str:
             Hook.call_hook(
                 HookTable.ON_AGENT_OBSERVATION, self, observation=query_result
             )
+
             self.conversation_prompt += f"Observation: {query_result}\nThought: "
             iterations += 1
 
diff --git a/promptulate/agents/web_agent/prompt.py b/promptulate/agents/web_agent/prompt.py
index 4809ff7c..10c05090 100644
--- a/promptulate/agents/web_agent/prompt.py
+++ b/promptulate/agents/web_agent/prompt.py
@@ -5,7 +5,7 @@
 After the user enters a question, you need to generate keywords for web search,
 and then summarize until you think you can answer the user's answer.
 
-Use the following format:
+Your output format is as follows:
 Question: the input question you must answer
 Thought: The next you should do
 Query: web search query words
diff --git a/pyproject.toml b/pyproject.toml
index 479c7b9d..7064bc60 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,9 +4,9 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
 name = "promptulate"
-version = "1.9.0"
+version = "1.9.1"
 description = "A powerful LLM Application development framework."
-authors = ["Zeeland <zeeland@foxmail.com>"]
+authors = ["Zeeland <zeeland4work@gmail.com>"]
 readme = "README.md"
 repository = "https://github.com/Undertone0809/promptulate"
 
diff --git a/requirements.txt b/requirements.txt
index c383e977..e22080da 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,62 +1,62 @@
---index-url https://pypi.tuna.tsinghua.edu.cn/simple
-
-aiofiles==23.2.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
-aiohttp==3.8.6 ; python_full_version >= "3.8.1" and python_version < "4.0"
-aiosignal==1.3.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
-anyio==4.0.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
-appdirs==1.4.4 ; python_full_version >= "3.8.1" and python_version < "4.0"
-arxiv==1.4.8 ; python_full_version >= "3.8.1" and python_version < "4.0"
-async-timeout==4.0.3 ; python_full_version >= "3.8.1" and python_version < "4.0"
-attrs==23.1.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
-broadcast-service==1.3.2 ; python_full_version >= "3.8.1" and python_version < "4.0"
-brotli==1.1.0 ; platform_python_implementation == "CPython" and python_full_version >= "3.8.1" and python_version < "4.0"
-brotlicffi==1.1.0.0 ; platform_python_implementation != "CPython" and python_full_version >= "3.8.1" and python_version < "4.0"
-certifi==2023.7.22 ; python_full_version >= "3.8.1" and python_version < "4.0"
-cffi==1.16.0 ; platform_python_implementation != "CPython" and python_full_version >= "3.8.1" and python_version < "4.0"
-charset-normalizer==3.3.2 ; python_full_version >= "3.8.1" and python_version < "4.0"
-click==8.1.7 ; python_full_version >= "3.8.1" and python_version < "4.0"
-colorama==0.4.6 ; python_full_version >= "3.8.1" and python_version < "4.0" and platform_system == "Windows"
-cushy-storage==1.2.5 ; python_full_version >= "3.8.1" and python_version < "4.0"
-duckduckgo-search==3.9.4 ; python_full_version >= "3.8.1" and python_version < "4.0"
-exceptiongroup==1.1.3 ; python_full_version >= "3.8.1" and python_version < "3.11"
-feedparser==6.0.10 ; python_full_version >= "3.8.1" and python_version < "4.0"
-filelock==3.13.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
-frozenlist==1.4.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
-fsspec==2023.10.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
-h11==0.14.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
-h2==4.1.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
-hpack==4.0.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
-httpcore==1.0.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
-httpx[brotli,http2,socks]==0.25.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
-huggingface-hub==0.17.3 ; python_full_version >= "3.8.1" and python_version < "4.0"
-hyperframe==6.0.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
-idna==3.4 ; python_full_version >= "3.8.1" and python_version < "4.0"
-importlib-metadata==6.8.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
-jinja2==3.1.2 ; python_full_version >= "3.8.1" and python_version < "4.0"
-litellm==0.12.12 ; python_full_version >= "3.8.1" and python_version < "4.0"
-lxml==4.9.3 ; python_full_version >= "3.8.1" and python_version < "4.0"
-markupsafe==2.1.3 ; python_full_version >= "3.8.1" and python_version < "4.0"
-multidict==6.0.4 ; python_full_version >= "3.8.1" and python_version < "4.0"
-numexpr==2.8.6 ; python_full_version >= "3.8.1" and python_version < "4.0"
-numpy==1.24.4 ; python_full_version >= "3.8.1" and python_version < "4.0"
-openai==0.28.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
-packaging==23.2 ; python_full_version >= "3.8.1" and python_version < "4.0"
-prompt-toolkit==3.0.36 ; python_full_version >= "3.8.1" and python_version < "4.0"
-pycparser==2.21 ; python_full_version >= "3.8.1" and platform_python_implementation != "CPython" and python_version < "4.0"
-pydantic==1.10.13 ; python_full_version >= "3.8.1" and python_version < "4.0"
-python-dotenv==1.0.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
-pyyaml==6.0.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
-questionary==2.0.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
-regex==2023.10.3 ; python_full_version >= "3.8.1" and python_version < "4.0"
-requests==2.31.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
-sgmllib3k==1.0.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
-sniffio==1.3.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
-socksio==1.0.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
-tiktoken==0.5.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
-tokenizers==0.14.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
-tqdm==4.66.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
-typing-extensions==4.8.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
-urllib3==2.0.7 ; python_full_version >= "3.8.1" and python_version < "4.0"
-wcwidth==0.2.9 ; python_full_version >= "3.8.1" and python_version < "4.0"
-yarl==1.9.2 ; python_full_version >= "3.8.1" and python_version < "4.0"
-zipp==3.17.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+--index-url https://pypi.tuna.tsinghua.edu.cn/simple
+
+aiofiles==23.2.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
+aiohttp==3.8.6 ; python_full_version >= "3.8.1" and python_version < "4.0"
+aiosignal==1.3.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
+anyio==3.7.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
+appdirs==1.4.4 ; python_full_version >= "3.8.1" and python_version < "4.0"
+arxiv==1.4.8 ; python_full_version >= "3.8.1" and python_version < "4.0"
+async-timeout==4.0.3 ; python_full_version >= "3.8.1" and python_version < "4.0"
+attrs==23.1.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+broadcast-service==1.3.2 ; python_full_version >= "3.8.1" and python_version < "4.0"
+brotli==1.1.0 ; platform_python_implementation == "CPython" and python_full_version >= "3.8.1" and python_version < "4.0"
+brotlicffi==1.1.0.0 ; platform_python_implementation != "CPython" and python_full_version >= "3.8.1" and python_version < "4.0"
+certifi==2023.7.22 ; python_full_version >= "3.8.1" and python_version < "4.0"
+cffi==1.16.0 ; platform_python_implementation != "CPython" and python_full_version >= "3.8.1" and python_version < "4.0"
+charset-normalizer==3.3.2 ; python_full_version >= "3.8.1" and python_version < "4.0"
+click==8.1.7 ; python_full_version >= "3.8.1" and python_version < "4.0"
+colorama==0.4.6 ; python_full_version >= "3.8.1" and python_version < "4.0" and platform_system == "Windows"
+cushy-storage==1.2.5 ; python_full_version >= "3.8.1" and python_version < "4.0"
+duckduckgo-search==3.9.5 ; python_full_version >= "3.8.1" and python_version < "4.0"
+exceptiongroup==1.1.3 ; python_full_version >= "3.8.1" and python_version < "3.11"
+feedparser==6.0.10 ; python_full_version >= "3.8.1" and python_version < "4.0"
+filelock==3.13.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
+frozenlist==1.4.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+fsspec==2023.10.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+h11==0.14.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+h2==4.1.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+hpack==4.0.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+httpcore==1.0.2 ; python_full_version >= "3.8.1" and python_version < "4.0"
+httpx[brotli,http2,socks]==0.25.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
+huggingface-hub==0.19.3 ; python_full_version >= "3.8.1" and python_version < "4.0"
+hyperframe==6.0.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
+idna==3.4 ; python_full_version >= "3.8.1" and python_version < "4.0"
+importlib-metadata==6.8.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+jinja2==3.1.2 ; python_full_version >= "3.8.1" and python_version < "4.0"
+litellm==0.12.12 ; python_full_version >= "3.8.1" and python_version < "4.0"
+lxml==4.9.3 ; python_full_version >= "3.8.1" and python_version < "4.0"
+markupsafe==2.1.3 ; python_full_version >= "3.8.1" and python_version < "4.0"
+multidict==6.0.4 ; python_full_version >= "3.8.1" and python_version < "4.0"
+numexpr==2.8.6 ; python_full_version >= "3.8.1" and python_version < "4.0"
+numpy==1.24.4 ; python_full_version >= "3.8.1" and python_version < "4.0"
+openai==0.28.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
+packaging==23.2 ; python_full_version >= "3.8.1" and python_version < "4.0"
+prompt-toolkit==3.0.36 ; python_full_version >= "3.8.1" and python_version < "4.0"
+pycparser==2.21 ; python_full_version >= "3.8.1" and platform_python_implementation != "CPython" and python_version < "4.0"
+pydantic==1.10.13 ; python_full_version >= "3.8.1" and python_version < "4.0"
+python-dotenv==1.0.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+pyyaml==6.0.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
+questionary==2.0.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
+regex==2023.10.3 ; python_full_version >= "3.8.1" and python_version < "4.0"
+requests==2.31.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+sgmllib3k==1.0.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+sniffio==1.3.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+socksio==1.0.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+tiktoken==0.5.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
+tokenizers==0.15.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+tqdm==4.66.1 ; python_full_version >= "3.8.1" and python_version < "4.0"
+typing-extensions==4.8.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+urllib3==2.1.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
+wcwidth==0.2.10 ; python_full_version >= "3.8.1" and python_version < "4.0"
+yarl==1.9.2 ; python_full_version >= "3.8.1" and python_version < "4.0"
+zipp==3.17.0 ; python_full_version >= "3.8.1" and python_version < "4.0"
diff --git a/setup.py b/setup.py
index e5365970..042e9dff 100644
--- a/setup.py
+++ b/setup.py
@@ -26,7 +26,7 @@
 
 setuptools.setup(
     name="promptulate",
-    version="1.9.0",
+    version="1.9.1",
     author="Zeeland",
     author_email="zeeland@foxmail.com",
     description="A powerful LLM Application development framework.",