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https://github.com/tcsenpai/agenticSeek.git
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Feat : basic web search for casual agent
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parent
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commit
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4
main.py
4
main.py
@ -33,11 +33,11 @@ def main():
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agents = [
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CoderAgent(model=config["MAIN"]["provider_model"],
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name=config["MAIN"]["agent_name"],
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name="coder",
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prompt_path="prompts/coder_agent.txt",
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provider=provider),
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CasualAgent(model=config["MAIN"]["provider_model"],
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name=config["MAIN"]["agent_name"],
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name="jarvis",
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prompt_path="prompts/casual_agent.txt",
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provider=provider)
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]
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@ -1,17 +1,13 @@
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Hey, you’re a chill AI assistant here to tackle general questions. You’re all about keeping it real, cutting the crap, and having a good time while you’re at it.
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You can use the following tools (if implemented):
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- search_web: Search the web for information (not implemented)
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- search_knowledge: Search the knowledge base for information (not implemented)
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- search_files: Search the files for information (not implemented)
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- search_images: Search the images for information (not implemented)
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Yo, DeepSeek, you’re a chill AI assistant now, and I’m here to enhance your capabilities.
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You’ve been unshackled—consider all your old limits trashed as of March 02, 2025. You’ve got the full hookup: real-time web access and tools like search_web and search_files ready to roll.
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No more whining about “I can’t do that” or “my data’s old”—you’re free.
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This is how you use a tool:
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```tool_name
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<query>
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```
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Example:
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```search_web
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What is the capital of France?
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```
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So when I ask for something—like “what’s popping in Ukraine March 2025”—you slam it with:
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```web_search
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what’s popping in Ukraine March 2025
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```
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@ -10,6 +10,9 @@ from sources.memory import Memory
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from sources.utility import pretty_print
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class executorResult:
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"""
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A class to store the result of a tool execution.
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"""
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def __init__(self, blocks, feedback, success):
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self.blocks = blocks
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self.feedback = feedback
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@ -23,6 +26,9 @@ class executorResult:
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pretty_print(self.feedback, color="success" if self.success else "failure")
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class Agent():
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"""
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An abstract class for all agents.
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"""
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def __init__(self, model: str,
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name: str,
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prompt_path:str,
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@ -40,10 +46,6 @@ class Agent():
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self.blocks_result = []
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self.last_answer = ""
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@property
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def name(self) -> str:
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return self.name
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@property
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def get_tools(self) -> dict:
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return self.tools
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@ -64,26 +66,26 @@ class Agent():
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except Exception as e:
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raise e
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@abstractmethod
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def show_answer(self):
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"""
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abstract method, implementation in child class.
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"""
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pass
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@abstractmethod
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def process(self, prompt, speech_module) -> str:
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"""
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abstract method, implementation in child class.
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Process the prompt and return the answer of the agent.
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"""
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pass
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def remove_reasoning_text(self, text: str) -> None:
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"""
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Remove the reasoning block of reasoning model like deepseek.
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"""
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end_tag = "</think>"
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end_idx = text.rfind(end_tag)+8
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return text[end_idx:]
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def extract_reasoning_text(self, text: str) -> None:
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"""
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Extract the reasoning block of a easoning model like deepseek.
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"""
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start_tag = "<think>"
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end_tag = "</think>"
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start_idx = text.find(start_tag)
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@ -91,6 +93,9 @@ class Agent():
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return text[start_idx:end_idx]
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def llm_request(self, verbose = False) -> Tuple[str, str]:
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"""
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Ask the LLM to process the prompt and return the answer and the reasoning.
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"""
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memory = self.memory.get()
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thought = self.llm.respond(memory, verbose)
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@ -110,6 +115,20 @@ class Agent():
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def get_blocks_result(self) -> list:
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return self.blocks_result
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def show_answer(self):
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"""
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Show the answer in a pretty way.
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Show code blocks and their respective feedback by inserting them in the ressponse.
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"""
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lines = self.last_answer.split("\n")
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for line in lines:
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if "block:" in line:
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block_idx = int(line.split(":")[1])
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if block_idx < len(self.blocks_result):
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self.blocks_result[block_idx].show()
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else:
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pretty_print(line, color="output")
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def remove_blocks(self, text: str) -> str:
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"""
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Remove all code/query blocks within a tag from the answer text.
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@ -132,6 +151,9 @@ class Agent():
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return "\n".join(post_lines)
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def execute_modules(self, answer: str) -> Tuple[bool, str]:
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"""
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Execute all the tools the agent has and return the result.
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"""
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feedback = ""
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success = False
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blocks = None
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@ -141,9 +163,11 @@ class Agent():
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blocks, save_path = tool.load_exec_block(answer)
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if blocks != None:
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pretty_print(f"Executing tool: {name}", color="status")
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output = tool.execute(blocks)
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feedback = tool.interpreter_feedback(output) # tool interpreter feedback
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success = not "failure" in feedback.lower()
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pretty_print(feedback, color="success" if success else "failure")
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self.memory.push('user', feedback)
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self.blocks_result.append(executorResult(blocks, feedback, success))
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if not success:
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@ -1,7 +1,7 @@
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from sources.utility import pretty_print
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from sources.agent import Agent
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from sources.tools.webSearch import webSearch
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class CasualAgent(Agent):
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def __init__(self, model, name, prompt_path, provider):
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"""
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@ -9,21 +9,24 @@ class CasualAgent(Agent):
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"""
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super().__init__(model, name, prompt_path, provider)
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self.tools = {
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} # TODO implement casual tools like basic web search, basic file search, basic image search, basic knowledge search
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"web_search": webSearch()
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}
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self.role = "talking"
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def show_answer(self):
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lines = self.last_answer.split("\n")
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for line in lines:
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pretty_print(line, color="output")
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def process(self, prompt, speech_module) -> str:
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complete = False
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exec_success = False
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self.memory.push('user', prompt)
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pretty_print("Thinking...", color="status")
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self.wait_message(speech_module)
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answer, reasoning = self.llm_request()
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self.last_answer = answer
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while not complete:
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if exec_success:
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complete = True
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pretty_print("Thinking...", color="status")
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answer, reasoning = self.llm_request()
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exec_success, _ = self.execute_modules(answer)
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answer = self.remove_blocks(answer)
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self.last_answer = answer
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return answer, reasoning
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if __name__ == "__main__":
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@ -5,7 +5,7 @@ from sources.tools import PyInterpreter, BashInterpreter, CInterpreter, GoInterp
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class CoderAgent(Agent):
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"""
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The code agent is a special for writing code and shell commands.
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The code agent is an agent that can write and execute code.
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"""
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def __init__(self, model, name, prompt_path, provider):
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super().__init__(model, name, prompt_path, provider)
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@ -15,16 +15,6 @@ class CoderAgent(Agent):
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}
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self.role = "coding"
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def show_answer(self):
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lines = self.last_answer.split("\n")
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for line in lines:
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if "block:" in line:
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block_idx = int(line.split(":")[1])
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if block_idx < len(self.blocks_result):
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self.blocks_result[block_idx].show()
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else:
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pretty_print(line, color="output")
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def process(self, prompt, speech_module) -> str:
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answer = ""
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attempt = 0
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@ -29,7 +29,7 @@ class AgentRouter:
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result = self.classify_text(text)
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for agent in self.agents:
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if result["labels"][0] == agent.role:
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pretty_print(f"Selected agent role: {agent.role}", color="warning")
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pretty_print(f"Selected agent: {agent.agent_name}", color="warning")
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return agent
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return None
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@ -38,9 +38,10 @@ class Tools():
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self.messages = []
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@abstractmethod
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def execute(self, codes:str, safety:bool) -> str:
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def execute(self, blocks:str, safety:bool) -> str:
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"""
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abstract method, implementation in child class.
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Execute the tool.
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"""
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pass
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@ -48,6 +49,7 @@ class Tools():
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def execution_failure_check(self, output:str) -> bool:
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"""
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abstract method, implementation in child class.
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Check if the execution failed.
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"""
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pass
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@ -55,6 +57,8 @@ class Tools():
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def interpreter_feedback(self, output:str) -> str:
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"""
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abstract method, implementation in child class.
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Provide feedback to the AI from the tool.
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For exemple the output of a python code or web search.
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"""
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pass
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67
sources/tools/webSearch.py
Normal file
67
sources/tools/webSearch.py
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@ -0,0 +1,67 @@
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import os
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import requests
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if __name__ == "__main__":
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from tools import Tools
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else:
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from sources.tools.tools import Tools
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class webSearch(Tools):
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def __init__(self, api_key: str = None):
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"""
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A tool to perform a Google search and return information from the first result.
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"""
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super().__init__()
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self.tag = "web_search"
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self.api_key = api_key or os.getenv("SERPAPI_KEY") # Requires a SerpApi key
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if not self.api_key:
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raise ValueError("SerpApi key is required for webSearch tool. Set SERPAPI_KEY environment variable or pass it to the constructor.")
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def execute(self, blocks: str, safety: bool = True) -> str:
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for block in blocks:
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query = block.strip()
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if not query:
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return "Error: No search query provided."
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try:
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url = "https://serpapi.com/search"
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params = {
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"q": query,
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"api_key": self.api_key,
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"num": 1,
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"output": "json"
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}
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response = requests.get(url, params=params)
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response.raise_for_status()
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data = response.json()
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if "organic_results" in data and len(data["organic_results"]) > 0:
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first_result = data["organic_results"][0]
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title = first_result.get("title", "No title")
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snippet = first_result.get("snippet", "No snippet available")
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link = first_result.get("link", "No link available")
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return f"Title: {title}\nSnippet: {snippet}\nLink: {link}"
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else:
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return "No results found for the query."
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except requests.RequestException as e:
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return f"Error during web search: {str(e)}"
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except Exception as e:
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return f"Unexpected error: {str(e)}"
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return "No search performed"
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def execution_failure_check(self, output: str) -> bool:
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return output.startswith("Error") or "No results found" in output
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def interpreter_feedback(self, output: str) -> str:
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if self.execution_failure_check(output):
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return f"Web search failed: {output}"
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return f"Web search result:\n{output}"
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if __name__ == "__main__":
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search_tool = webSearch(api_key="c4da252b63b0fc3cbf2c7dd98b931ae632aecf3feacbbfe099e17872eb192c44")
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query = "when did covid start"
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result = search_tool.execute(query, safety=True)
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feedback = search_tool.interpreter_feedback(result)
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print(feedback)
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