From 6a47dcf8257852ded2e5151d3254d05e8017da66 Mon Sep 17 00:00:00 2001
From: Wendong-Fan <133094783+Wendong-Fan@users.noreply.github.com>
Date: Fri, 25 Oct 2024 13:04:36 +0800
Subject: [PATCH] fix: llama tool call msg & remove samba fast api (#1120)

---
 .github/ISSUE_TEMPLATE/bug_report.yml         |  2 +-
 README.md                                     |  2 +-
 camel/__init__.py                             |  2 +-
 camel/agents/chat_agent.py                    |  8 +-
 camel/configs/__init__.py                     |  4 -
 camel/configs/samba_config.py                 | 39 +-------
 camel/models/samba_model.py                   |  2 +-
 docs/conf.py                                  |  2 +-
 docs/cookbooks/agents_message.ipynb           |  2 +-
 docs/cookbooks/agents_prompting.ipynb         |  2 +-
 docs/cookbooks/agents_society.ipynb           |  2 +-
 docs/cookbooks/agents_tracking.ipynb          |  2 +-
 docs/cookbooks/agents_with_memory.ipynb       |  2 +-
 docs/cookbooks/agents_with_rag.ipynb          |  2 +-
 docs/cookbooks/agents_with_tools.ipynb        |  2 +-
 docs/cookbooks/create_your_first_agent.ipynb  |  2 +-
 .../create_your_first_agents_society.ipynb    |  2 +-
 .../critic_agents_and_tree_search.ipynb       |  2 +-
 docs/cookbooks/embodied_agents.ipynb          |  2 +-
 docs/cookbooks/knowledge_graph.ipynb          |  2 +-
 docs/cookbooks/model_speed_comparison.ipynb   |  2 +-
 docs/cookbooks/roleplaying_scraper.ipynb      |  2 +-
 docs/cookbooks/task_generation.ipynb          |  2 +-
 docs/cookbooks/video_analysis.ipynb           |  2 +-
 .../cookbooks/workforce_judge_committee.ipynb |  2 +-
 docs/get_started/installation.md              |  2 +-
 examples/models/samba_model_example.py        | 93 ++++++-------------
 poetry.lock                                   | 24 ++---
 pyproject.toml                                |  2 +-
 29 files changed, 73 insertions(+), 143 deletions(-)

diff --git a/.github/ISSUE_TEMPLATE/bug_report.yml b/.github/ISSUE_TEMPLATE/bug_report.yml
index f3435717d1..26c25a0d8e 100644
--- a/.github/ISSUE_TEMPLATE/bug_report.yml
+++ b/.github/ISSUE_TEMPLATE/bug_report.yml
@@ -26,7 +26,7 @@ body:
     attributes:
       label: What version of camel are you using?
       description: Run command `python3 -c 'print(__import__("camel").__version__)'` in your shell and paste the output here.
-      placeholder: E.g., 0.2.5
+      placeholder: E.g., 0.2.6
     validations:
       required: true
 
diff --git a/README.md b/README.md
index 794b483d73..885b14f9a6 100644
--- a/README.md
+++ b/README.md
@@ -116,7 +116,7 @@ conda create --name camel python=3.10
 conda activate camel
 
 # Clone github repo
-git clone -b v0.2.5 https://github.com/camel-ai/camel.git
+git clone -b v0.2.6 https://github.com/camel-ai/camel.git
 
 # Change directory into project directory
 cd camel
diff --git a/camel/__init__.py b/camel/__init__.py
index ca65ff1e39..da74eb223e 100644
--- a/camel/__init__.py
+++ b/camel/__init__.py
@@ -12,7 +12,7 @@
 # limitations under the License.
 # =========== Copyright 2023 @ CAMEL-AI.org. All Rights Reserved. ===========
 
-__version__ = '0.2.5'
+__version__ = '0.2.6'
 
 __all__ = [
     '__version__',
diff --git a/camel/agents/chat_agent.py b/camel/agents/chat_agent.py
index bfe75a662e..d6e77f50d0 100644
--- a/camel/agents/chat_agent.py
+++ b/camel/agents/chat_agent.py
@@ -217,6 +217,8 @@ def __init__(
         self.response_terminators = response_terminators or []
         self.init_messages()
 
+        self.tool_prompt_added = False
+
     # ruff: noqa: E501
     def _generate_tool_prompt(self, tool_schema_list: List[Dict]) -> str:
         tool_prompts = []
@@ -448,7 +450,10 @@ def step(
             )
 
         if "llama" in self.model_type.lower():
-            if self.model_backend.model_config_dict.get("tools", None):
+            if (
+                self.model_backend.model_config_dict.get("tools", None)
+                and not self.tool_prompt_added
+            ):
                 tool_prompt = self._generate_tool_prompt(self.tool_schema_list)
 
                 tool_sys_msg = BaseMessage.make_assistant_message(
@@ -457,6 +462,7 @@ def step(
                 )
 
                 self.update_memory(tool_sys_msg, OpenAIBackendRole.SYSTEM)
+                self.tool_prompt_added = True
 
             self.update_memory(input_message, OpenAIBackendRole.USER)
 
diff --git a/camel/configs/__init__.py b/camel/configs/__init__.py
index d3e1f9bf83..a7b5f2ce79 100644
--- a/camel/configs/__init__.py
+++ b/camel/configs/__init__.py
@@ -22,10 +22,8 @@
 from .reka_config import REKA_API_PARAMS, RekaConfig
 from .samba_config import (
     SAMBA_CLOUD_API_PARAMS,
-    SAMBA_FAST_API_PARAMS,
     SAMBA_VERSE_API_PARAMS,
     SambaCloudAPIConfig,
-    SambaFastAPIConfig,
     SambaVerseAPIConfig,
 )
 from .togetherai_config import TOGETHERAI_API_PARAMS, TogetherAIConfig
@@ -54,8 +52,6 @@
     'MISTRAL_API_PARAMS',
     'RekaConfig',
     'REKA_API_PARAMS',
-    'SambaFastAPIConfig',
-    'SAMBA_FAST_API_PARAMS',
     'SambaVerseAPIConfig',
     'SAMBA_VERSE_API_PARAMS',
     'SambaCloudAPIConfig',
diff --git a/camel/configs/samba_config.py b/camel/configs/samba_config.py
index 61a0a1ed89..fd57581f56 100644
--- a/camel/configs/samba_config.py
+++ b/camel/configs/samba_config.py
@@ -13,7 +13,7 @@
 # =========== Copyright 2023 @ CAMEL-AI.org. All Rights Reserved. ===========
 from __future__ import annotations
 
-from typing import Any, Dict, Optional, Sequence, Union
+from typing import Any, Optional, Sequence, Union
 
 from pydantic import Field
 
@@ -21,43 +21,6 @@
 from camel.types import NOT_GIVEN, NotGiven
 
 
-class SambaFastAPIConfig(BaseConfig):
-    r"""Defines the parameters for generating chat completions using the
-    SambaNova Fast API.
-
-    Args:
-        max_tokens (Optional[int], optional): the maximum number of tokens to
-            generate, e.g. 100.
-            (default: :obj:`2048`)
-        stop (Optional[Union[str,list[str]]]): Stop generation if this token
-            is detected. Or if one of these tokens is detected when providing
-            a string list.
-            (default: :obj:`None`)
-        stream (Optional[bool]): If True, partial message deltas will be sent
-            as data-only server-sent events as they become available.
-            Currently SambaNova Fast API only support stream mode.
-            (default: :obj:`True`)
-        stream_options (Optional[Dict]): Additional options for streaming.
-            (default: :obj:`{"include_usage": True}`)
-    """
-
-    max_tokens: Optional[int] = 2048
-    stop: Optional[Union[str, list[str]]] = None
-    stream: Optional[bool] = True
-    stream_options: Optional[Dict] = {"include_usage": True}  # noqa: RUF012
-
-    def as_dict(self) -> dict[str, Any]:
-        config_dict = super().as_dict()
-        if "tools" in config_dict:
-            del config_dict["tools"]  # SambaNova does not support tool calling
-        return config_dict
-
-
-SAMBA_FAST_API_PARAMS = {
-    param for param in SambaFastAPIConfig().model_fields.keys()
-}
-
-
 class SambaVerseAPIConfig(BaseConfig):
     r"""Defines the parameters for generating chat completions using the
     SambaVerse API.
diff --git a/camel/models/samba_model.py b/camel/models/samba_model.py
index a5bb1bbf7e..fa7a9442a2 100644
--- a/camel/models/samba_model.py
+++ b/camel/models/samba_model.py
@@ -147,7 +147,7 @@ def check_model_config(self):
     def run(  # type: ignore[misc]
         self, messages: List[OpenAIMessage]
     ) -> Union[ChatCompletion, Stream[ChatCompletionChunk]]:
-        r"""Runs SambaNova's FastAPI service.
+        r"""Runs SambaNova's service.
 
         Args:
             messages (List[OpenAIMessage]): Message list with the chat history
diff --git a/docs/conf.py b/docs/conf.py
index 556d2e428f..d8d027bb8b 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -27,7 +27,7 @@
 project = 'CAMEL'
 copyright = '2024, CAMEL-AI.org'
 author = 'CAMEL-AI.org'
-release = '0.2.5'
+release = '0.2.6'
 
 html_favicon = (
     'https://raw.githubusercontent.com/camel-ai/camel/master/misc/favicon.png'
diff --git a/docs/cookbooks/agents_message.ipynb b/docs/cookbooks/agents_message.ipynb
index 47f4810713..ed4800c7b1 100644
--- a/docs/cookbooks/agents_message.ipynb
+++ b/docs/cookbooks/agents_message.ipynb
@@ -101,7 +101,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install \"camel-ai==0.2.5\""
+        "!pip install \"camel-ai==0.2.6\""
       ]
     },
     {
diff --git a/docs/cookbooks/agents_prompting.ipynb b/docs/cookbooks/agents_prompting.ipynb
index f26fdcd49d..7e393b2205 100644
--- a/docs/cookbooks/agents_prompting.ipynb
+++ b/docs/cookbooks/agents_prompting.ipynb
@@ -64,7 +64,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install \"camel-ai==0.2.5\""
+        "!pip install \"camel-ai==0.2.6\""
       ]
     },
     {
diff --git a/docs/cookbooks/agents_society.ipynb b/docs/cookbooks/agents_society.ipynb
index a48bf47041..a7bac22e6d 100644
--- a/docs/cookbooks/agents_society.ipynb
+++ b/docs/cookbooks/agents_society.ipynb
@@ -192,7 +192,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install \"camel-ai==0.2.5\""
+        "!pip install \"camel-ai==0.2.6\""
       ]
     },
     {
diff --git a/docs/cookbooks/agents_tracking.ipynb b/docs/cookbooks/agents_tracking.ipynb
index cc65c9ab63..a2522bf333 100644
--- a/docs/cookbooks/agents_tracking.ipynb
+++ b/docs/cookbooks/agents_tracking.ipynb
@@ -64,7 +64,7 @@
       },
       "outputs": [],
       "source": [
-        "%pip install camel-ai[all]==0.2.5\n",
+        "%pip install camel-ai[all]==0.2.6\n",
         "%pip install agentops==0.3.10"
       ]
     },
diff --git a/docs/cookbooks/agents_with_memory.ipynb b/docs/cookbooks/agents_with_memory.ipynb
index 1394e8d90d..334bbf9fd5 100644
--- a/docs/cookbooks/agents_with_memory.ipynb
+++ b/docs/cookbooks/agents_with_memory.ipynb
@@ -73,7 +73,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install \"camel-ai[all]==0.2.5\""
+        "!pip install \"camel-ai[all]==0.2.6\""
       ]
     },
     {
diff --git a/docs/cookbooks/agents_with_rag.ipynb b/docs/cookbooks/agents_with_rag.ipynb
index 539adc221b..d0d5c4ad45 100644
--- a/docs/cookbooks/agents_with_rag.ipynb
+++ b/docs/cookbooks/agents_with_rag.ipynb
@@ -75,7 +75,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install \"camel-ai[all]==0.2.5\""
+        "!pip install \"camel-ai[all]==0.2.6\""
       ]
     },
     {
diff --git a/docs/cookbooks/agents_with_tools.ipynb b/docs/cookbooks/agents_with_tools.ipynb
index 44e974717d..eae19ddb4f 100644
--- a/docs/cookbooks/agents_with_tools.ipynb
+++ b/docs/cookbooks/agents_with_tools.ipynb
@@ -77,7 +77,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install \"camel-ai[all]==0.2.5\""
+        "!pip install \"camel-ai[all]==0.2.6\""
       ]
     },
     {
diff --git a/docs/cookbooks/create_your_first_agent.ipynb b/docs/cookbooks/create_your_first_agent.ipynb
index a5e75b4f95..3eb0977c27 100644
--- a/docs/cookbooks/create_your_first_agent.ipynb
+++ b/docs/cookbooks/create_your_first_agent.ipynb
@@ -83,7 +83,7 @@
     {
       "cell_type": "code",
       "source": [
-        "!pip install \"camel-ai[all]==0.2.5\""
+        "!pip install \"camel-ai[all]==0.2.6\""
       ],
       "metadata": {
         "id": "UtcC3c-KVZmU"
diff --git a/docs/cookbooks/create_your_first_agents_society.ipynb b/docs/cookbooks/create_your_first_agents_society.ipynb
index d4aa34c2f6..c9cf04204b 100644
--- a/docs/cookbooks/create_your_first_agents_society.ipynb
+++ b/docs/cookbooks/create_your_first_agents_society.ipynb
@@ -77,7 +77,7 @@
     {
       "cell_type": "code",
       "source": [
-        "!pip install \"camel-ai==0.2.5\""
+        "!pip install \"camel-ai==0.2.6\""
       ],
       "metadata": {
         "id": "RiwfwyyLYYxo"
diff --git a/docs/cookbooks/critic_agents_and_tree_search.ipynb b/docs/cookbooks/critic_agents_and_tree_search.ipynb
index 019f89dc2d..6780124551 100644
--- a/docs/cookbooks/critic_agents_and_tree_search.ipynb
+++ b/docs/cookbooks/critic_agents_and_tree_search.ipynb
@@ -84,7 +84,7 @@
     {
       "cell_type": "code",
       "source": [
-        "%pip install \"camel-ai==0.2.5\""
+        "%pip install \"camel-ai==0.2.6\""
       ],
       "metadata": {
         "id": "UtcC3c-KVZmU"
diff --git a/docs/cookbooks/embodied_agents.ipynb b/docs/cookbooks/embodied_agents.ipynb
index 44b0f7635c..4c5eb710b6 100644
--- a/docs/cookbooks/embodied_agents.ipynb
+++ b/docs/cookbooks/embodied_agents.ipynb
@@ -67,7 +67,7 @@
     {
       "cell_type": "code",
       "source": [
-        "%pip install \"camel-ai==0.2.5\""
+        "%pip install \"camel-ai==0.2.6\""
       ],
       "metadata": {
         "id": "UtcC3c-KVZmU"
diff --git a/docs/cookbooks/knowledge_graph.ipynb b/docs/cookbooks/knowledge_graph.ipynb
index fac042c032..0aa8510a47 100644
--- a/docs/cookbooks/knowledge_graph.ipynb
+++ b/docs/cookbooks/knowledge_graph.ipynb
@@ -73,7 +73,7 @@
       },
       "outputs": [],
       "source": [
-        "pip install \"camel-ai[all]==0.2.5\""
+        "pip install \"camel-ai[all]==0.2.6\""
       ]
     },
     {
diff --git a/docs/cookbooks/model_speed_comparison.ipynb b/docs/cookbooks/model_speed_comparison.ipynb
index b4327df3d3..06acc253b5 100644
--- a/docs/cookbooks/model_speed_comparison.ipynb
+++ b/docs/cookbooks/model_speed_comparison.ipynb
@@ -63,7 +63,7 @@
     {
       "cell_type": "code",
       "source": [
-        "!pip install \"camel-ai==0.2.5\""
+        "!pip install \"camel-ai==0.2.6\""
       ],
       "metadata": {
         "id": "UtcC3c-KVZmU"
diff --git a/docs/cookbooks/roleplaying_scraper.ipynb b/docs/cookbooks/roleplaying_scraper.ipynb
index 4027486586..ce7feb4696 100644
--- a/docs/cookbooks/roleplaying_scraper.ipynb
+++ b/docs/cookbooks/roleplaying_scraper.ipynb
@@ -89,7 +89,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install \"camel-ai[all]==0.2.5\""
+        "!pip install \"camel-ai[all]==0.2.6\""
       ]
     },
     {
diff --git a/docs/cookbooks/task_generation.ipynb b/docs/cookbooks/task_generation.ipynb
index 9989b0d30c..ab00c67b35 100644
--- a/docs/cookbooks/task_generation.ipynb
+++ b/docs/cookbooks/task_generation.ipynb
@@ -62,7 +62,7 @@
       },
       "outputs": [],
       "source": [
-        "!pip install \"camel-ai==0.2.5\""
+        "!pip install \"camel-ai==0.2.6\""
       ]
     },
     {
diff --git a/docs/cookbooks/video_analysis.ipynb b/docs/cookbooks/video_analysis.ipynb
index a9e629f0a2..b028581cc8 100644
--- a/docs/cookbooks/video_analysis.ipynb
+++ b/docs/cookbooks/video_analysis.ipynb
@@ -28,7 +28,7 @@
    },
    "outputs": [],
    "source": [
-    "%pip install \"camel-ai[all]==0.2.5\""
+    "%pip install \"camel-ai[all]==0.2.6\""
    ]
   },
   {
diff --git a/docs/cookbooks/workforce_judge_committee.ipynb b/docs/cookbooks/workforce_judge_committee.ipynb
index b13cdf0015..f8471a40ab 100644
--- a/docs/cookbooks/workforce_judge_committee.ipynb
+++ b/docs/cookbooks/workforce_judge_committee.ipynb
@@ -28,7 +28,7 @@
       },
       "outputs": [],
       "source": [
-        "%pip install \"camel-ai[all]==0.2.5\""
+        "%pip install \"camel-ai[all]==0.2.6\""
       ]
     },
     {
diff --git a/docs/get_started/installation.md b/docs/get_started/installation.md
index c6b09cfaa8..495907b2fd 100644
--- a/docs/get_started/installation.md
+++ b/docs/get_started/installation.md
@@ -60,7 +60,7 @@ conda create --name camel python=3.10
 conda activate camel
 
 # Clone github repo
-git clone -b v0.2.5 https://github.com/camel-ai/camel.git
+git clone -b v0.2.6 https://github.com/camel-ai/camel.git
 
 # Change directory into project directory
 cd camel
diff --git a/examples/models/samba_model_example.py b/examples/models/samba_model_example.py
index 64fd53dada..57eed29d1e 100644
--- a/examples/models/samba_model_example.py
+++ b/examples/models/samba_model_example.py
@@ -14,29 +14,20 @@
 from camel.agents import ChatAgent
 from camel.configs import (
     SambaCloudAPIConfig,
-    SambaFastAPIConfig,
     SambaVerseAPIConfig,
 )
-from camel.messages import BaseMessage
 from camel.models import ModelFactory
 from camel.types import ModelPlatformType
 
-samba_fast_api_model = ModelFactory.create(
-    model_platform=ModelPlatformType.SAMBA,
-    model_type="llama3-70b",
-    model_config_dict=SambaFastAPIConfig(max_tokens=800).as_dict(),
-    api_key="Your SambaNova Fast API Key",
-    url="https://fast-api.snova.ai/v1/chat/completions",
-)
+# Define system message
+sys_msg = "You are a helpful assistant."
+
+# Define user message
+user_msg = """Say hi to CAMEL AI, one open-source community dedicated to the 
+    study of autonomous and communicative agents."""
 
-sambaverse_api_model = ModelFactory.create(
-    model_platform=ModelPlatformType.SAMBA,
-    model_type="Mistral/Mistral-7B-Instruct-v0.2",
-    model_config_dict=SambaVerseAPIConfig(max_tokens=800).as_dict(),
-    api_key="Your SambaVerse API Key",
-    url="https://sambaverse.sambanova.ai/api/predict",
-)
 
+# Use Samba Cloud model
 samba_cloud_api_model = ModelFactory.create(
     model_platform=ModelPlatformType.SAMBA,
     model_type="Meta-Llama-3.1-405B-Instruct",
@@ -45,50 +36,41 @@
     url="https://api.sambanova.ai/v1",
 )
 
-
-# Define system message
-sys_msg = BaseMessage.make_assistant_message(
-    role_name="Assistant",
-    content="You are a helpful assistant.",
-)
-
-# Define user message
-user_msg = BaseMessage.make_user_message(
-    role_name="User",
-    content="""Say hi to CAMEL AI, one open-source community dedicated to the 
-    study of autonomous and communicative agents.""",
-)
-
 # Set agent
-camel_agent_fast_api = ChatAgent(
-    system_message=sys_msg, model=samba_fast_api_model
-)
-
-camel_agent_sambaverse_api = ChatAgent(
-    system_message=sys_msg, model=sambaverse_api_model
-)
-
 camel_agent_samba_cloud_api = ChatAgent(
     system_message=sys_msg, model=samba_cloud_api_model
 )
 
 # Get response information
-response = camel_agent_fast_api.step(user_msg)
+response = camel_agent_samba_cloud_api.step(user_msg)
 print(response.msgs[0].content)
 '''
 ===============================================================================
-Hello CAMEL AI community!
-
-It's great to connect with a group of innovators and researchers passionate 
-about autonomous and communicative agents. Your work in this field has the 
-potential to revolutionize numerous industries and improve human lives.
+Hello to the CAMEL AI community.  It's great to see open-source communities 
+like yours working on autonomous and communicative agents, as this field has 
+the potential to revolutionize many areas of our lives, from customer service 
+to healthcare and beyond.
 
-What exciting projects are you currently working on? Are there any specific 
-challenges or areas where I can offer assistance or provide information? I'm 
-here to help and support your endeavors!
+What specific projects or initiatives is the CAMEL AI community currently 
+working on? Are there any exciting developments or breakthroughs that you'd 
+like to share? I'm all ears (or rather, all text) and happy to learn more 
+about your work!
 ===============================================================================
 '''
 
+# Use Samba Verse model
+sambaverse_api_model = ModelFactory.create(
+    model_platform=ModelPlatformType.SAMBA,
+    model_type="Mistral/Mistral-7B-Instruct-v0.2",
+    model_config_dict=SambaVerseAPIConfig(max_tokens=800).as_dict(),
+    api_key="Your SambaVerse API Key",
+    url="https://sambaverse.sambanova.ai/api/predict",
+)
+
+# Set agent
+camel_agent_sambaverse_api = ChatAgent(
+    system_message=sys_msg, model=sambaverse_api_model
+)
 
 # Get response information
 response = camel_agent_sambaverse_api.step(user_msg)
@@ -101,20 +83,3 @@
 of assistance.
 ===============================================================================
 '''
-
-# Get response information
-response = camel_agent_samba_cloud_api.step(user_msg)
-print(response.msgs[0].content)
-'''
-===============================================================================
-Hello to the CAMEL AI community.  It's great to see open-source communities 
-like yours working on autonomous and communicative agents, as this field has 
-the potential to revolutionize many areas of our lives, from customer service 
-to healthcare and beyond.
-
-What specific projects or initiatives is the CAMEL AI community currently 
-working on? Are there any exciting developments or breakthroughs that you'd 
-like to share? I'm all ears (or rather, all text) and happy to learn more 
-about your work!
-===============================================================================
-'''
diff --git a/poetry.lock b/poetry.lock
index c95fcb8004..efaa1f47c4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -650,13 +650,13 @@ css = ["tinycss2 (>=1.1.0,<1.3)"]
 
 [[package]]
 name = "botocore"
-version = "1.35.47"
+version = "1.35.48"
 description = "Low-level, data-driven core of boto 3."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.35.47-py3-none-any.whl", hash = "sha256:05f4493119a96799ff84d43e78691efac3177e1aec8840cca99511de940e342a"},
-    {file = "botocore-1.35.47.tar.gz", hash = "sha256:f8f703463d3cd8b6abe2bedc443a7ab29f0e2ff1588a2e83164b108748645547"},
+    {file = "botocore-1.35.48-py3-none-any.whl", hash = "sha256:34fa25fd717208b05745e60f271a39636108fa87a3512fbca18e7e6f787a3239"},
+    {file = "botocore-1.35.48.tar.gz", hash = "sha256:3e766cc251053c9ef98542fdf225381ed58531769c3811a6282bd7247f7e2bdf"},
 ]
 
 [package.dependencies]
@@ -2228,13 +2228,13 @@ tracing = ["opentelemetry-api (>=1.1.0)"]
 
 [[package]]
 name = "google-cloud-vision"
-version = "3.7.4"
+version = "3.8.0"
 description = "Google Cloud Vision API client library"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "google_cloud_vision-3.7.4-py2.py3-none-any.whl", hash = "sha256:0b956480002545ab8f13d2b4b8f316e9332cdeb6f65f92c0a20d72e9e0df3ad6"},
-    {file = "google_cloud_vision-3.7.4.tar.gz", hash = "sha256:80b67f0a2dc587a31d7482d3d2692a773f25fbd09468fd9de45d00b671aad999"},
+    {file = "google_cloud_vision-3.8.0-py2.py3-none-any.whl", hash = "sha256:cf63d8dbd1d1b5ead11eb061aeedbe139105029de7558f5bfbcd7b9abeaf6476"},
+    {file = "google_cloud_vision-3.8.0.tar.gz", hash = "sha256:591c9d1ca26308f10557fd0b1feccebaa7a65199f7027b77dc7311820400720b"},
 ]
 
 [package.dependencies]
@@ -3448,13 +3448,13 @@ files = [
 
 [[package]]
 name = "litellm"
-version = "1.50.2"
+version = "1.50.4"
 description = "Library to easily interface with LLM API providers"
 optional = true
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
 files = [
-    {file = "litellm-1.50.2-py3-none-any.whl", hash = "sha256:99cac60c78037946ab809b7cfbbadad53507bb2db8ae39391b4be215a0869fdd"},
-    {file = "litellm-1.50.2.tar.gz", hash = "sha256:b244c9a0e069cc626b85fb9f5cc252114aaff1225500da30ce0940f841aef8ea"},
+    {file = "litellm-1.50.4-py3-none-any.whl", hash = "sha256:cc6992275e24a0bbb4a3b377e6842d45a8510fc85d7f255930a64bb872980a36"},
+    {file = "litellm-1.50.4.tar.gz", hash = "sha256:a7e68ef614f631b58969c2c7a5154a565ba5974558d437c8cd6c8623654880ea"},
 ]
 
 [package.dependencies]
@@ -8881,13 +8881,13 @@ urllib3 = ">=2"
 
 [[package]]
 name = "types-setuptools"
-version = "75.2.0.20241019"
+version = "75.2.0.20241025"
 description = "Typing stubs for setuptools"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-setuptools-75.2.0.20241019.tar.gz", hash = "sha256:86ea31b5f6df2c6b8f2dc8ae3f72b213607f62549b6fa2ed5866e5299f968694"},
-    {file = "types_setuptools-75.2.0.20241019-py3-none-any.whl", hash = "sha256:2e48ff3acd4919471e80d5e3f049cce5c177e108d5d36d2d4cee3fa4d4104258"},
+    {file = "types-setuptools-75.2.0.20241025.tar.gz", hash = "sha256:2949913a518d5285ce00a3b7d88961c80a6e72ffb8f3da0a3f5650ea533bd45e"},
+    {file = "types_setuptools-75.2.0.20241025-py3-none-any.whl", hash = "sha256:6721ac0f1a620321e2ccd87a9a747c4a383dc381f78d894ce37f2455b45fcf1c"},
 ]
 
 [[package]]
diff --git a/pyproject.toml b/pyproject.toml
index 7093a61010..929d6cc0f8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
 name = "camel-ai"
-version = "0.2.5"
+version = "0.2.6"
 authors = ["CAMEL-AI.org"]
 description = "Communicative Agents for AI Society Study"
 readme = "README.md"