update tools

agent.py

@@ -68,13 +68,13 @@ class MyGAIAAgent:
         messages = [HumanMessage(content=question)]
         messages = self.graph.invoke({"messages": messages})
         answer = messages['messages'][-1].content
-        
         '''
         user_input = {"messages": [("user", question)]}
         answer1 = self.graph.invoke(user_input)["messages"][-1].content
-        print (answer1)
+        print (answer)
         '''
-        return answer
+        #print (self._clean_answer(answer))
+        return self._clean_answer(answer)
     
     def _clean_answer(self, answer: any) -> str:
         """
@@ -139,7 +139,23 @@ class MyGAIAAgent:
 # test
 if __name__ == "__main__":
     question1 = "How many studio albums were published by Mercedes Sosa between 2000 and 2009 (included)?"
-    question2 = "Convert 10 miles to kilometers."       
-    question3 = "Examine the video at https://www.youtube.com/watch?v=1htKBjuUWec. What does Teal'c say in response to the question ""Isn't that hot?"
+    question2 = "In the video https://www.youtube.com/watch?v=L1vXCYZAYYM, what is the highest number of bird species to be on camera simultaneously?"       
+    question5 = "Who nominated the only Featured Article on English Wikipedia about a dinosaur that was promoted in November 2016?"
+    question6 = "Given this table defining * on the set S = {a, b, c, d, e}  |*|a|b|c|d|e| |---|---|---|---|---|---||a|a|b|c|b|d||b|b|c|a|e|c||c|c|a|b|b|a||d|b|e|b|e|d||e|d|b|a|d|c| provide the subset of S involved in any possible counter-examples that prove * is not commutative. Provide your answer as a comma separated list of the elements in the set in alphabetical order."
+    question7 = "Examine the video at https://www.youtube.com/watch?v=1htKBjuUWec. What does Teal'c say in response to the question ""Isn't that hot?"
+    question8 = "What is the surname of the equine veterinarian mentioned in 1.E Exercises from the chemistry materials licensed by Marisa Alviar-Agnew & Henry Agnew under the CK-12 license in LibreText's Introductory Chemistry materials as compiled 08/21/2023?"
+    question9 = "I'm making a grocery list for my mom, but she's a professor of botany and she's a real stickler when it comes to categorizing things.  I need to add different foods to different categories on the grocery list, but if I make a mistake, she won't buy anything inserted in the wrong category. Here's the list I have so far: milk, eggs, flour, whole bean coffee, Oreos, sweet potatoes, fresh basil, plums, green beans, rice, corn, bell pepper, whole allspice, acorns, broccoli, celery, zucchini, lettuce, peanuts I need to make headings for the fruits and vegetables. Could you please create a list of just the vegetables from my list? If you could do that, then I can figure out how to categorize the rest of the list into the appropriate categories. But remember that my mom is a real stickler, so make sure that no botanical fruits end up on the vegetable list, or she won't get them when she's at the store. Please alphabetize the list of vegetables, and place each item in a comma separated list."
+    question10 = "Who did the actor who played Ray in the Polish-language version of Everybody Loves Raymond play in Magda M.? Give only the first name."
+    question12 = "How many at bats did the Yankee with the most walks in the 1977 regular season have that same season?"
+    question14 = "On June 6, 2023, an article by Carolyn Collins Petersen was published in Universe Today. This article mentions a team that produced a paper about their observations, linked at the bottom of the article. Find this paper. Under what NASA award number was the work performed by R. G. Arendt supported by?"
+    question15 = "Where were the Vietnamese specimens described by Kuznetzov in Nedoshivina's 2010 paper eventually deposited? Just give me the city name without abbreviations."
+    question16 = "What country had the least number of athletes at the 1928 Summer Olympics? If there's a tie for a number of athletes, return the first in alphabetical order. Give the IOC country code as your answer."
+    question17 = "Who are the pitchers with the number before and after Taishō Tamai's number as of July 2023? Give them to me in the form Pitcher Before, Pitcher After, use their last names only, in Roman characters."
+    question18 = "What is the first name of the only Malko Competition recipient from the 20th Century (after 1977) whose nationality on record is a country that no longer exists?"
+    '''
+    
+    question4 = "How many at bats did the Yankee with the most walks in the 1977 regular season have that same season?"
+    question6 = "What is the first name of the only Malko Competition recipient from the 20th Century (after 1977) whose nationality on record is a country that no longer exists?"
+    '''
     agent = MyGAIAAgent()
-    print(agent(question1))
+    print(agent(question18))

tools.py

@@ -13,9 +13,11 @@ from langchain_core.tools import tool
 
 from langchain_core.messages import ToolMessage
 from langchain_tavily import TavilySearch
+from langchain_community.utilities import GoogleSerperAPIWrapper
 from langchain_community.document_loaders import WikipediaLoader
 from langchain_community.document_loaders import ArxivLoader
 
+
 @tool
 def web_search(query: str) -> ToolMessage:
     """Search in the web with Tavily for a query and return maximum 5 results.
@@ -26,16 +28,36 @@ def web_search(query: str) -> ToolMessage:
     """
     return TavilySearch(max_results=5, include_images=False).invoke({"query": query})
 
+@tool
+def search_tool(query: str) -> str:
+    """Search in Google and returns an string with title, link, and snippet for the top 10 results.
+    Args:
+        query: str
+    Returns:
+        Title, link, and snippet for the top 10 results
+    """
+    searcher = GoogleSerperAPIWrapper(k=10)
+    retries = 3
+    result = ""
+    while retries > 0:
+        try:
+            search_results = searcher.results(query)["organic"]
+            for row in search_results:
+                result += f"Title: {row['title']}\nSnippet: {row['snippet']}\nURL: {row['link']}\n\n"
+            return result
+        except Exception as e:
+            retries -= 1
+    return f"There was an error with Google search: {e}"
 
 @tool
 def wikipedia_search(query: str) -> Dict[str, list]:
-    """Search Wikipedia for a given query and return the first 5 results.
+    """Search Wikipedia for a given query and return the first 10 results.
     Args:
         query: The search term or topic.
     Returns:
         A dictionary containing the formatted Wikipedia results.
     """
-    search_docs = WikipediaLoader(query=query, load_max_docs=5).load()
+    search_docs = WikipediaLoader(query=query, load_max_docs=10).load()
     formatted_search_docs = "\n\n---\n\n".join(
         [
             f'<Document source="{doc.metadata["source"]}" page="{doc.metadata.get("page", "")}"/>\n{doc.page_content}\n</Document>'
@@ -350,6 +372,7 @@ level1_tools = [
     modulus,
     wikipedia_search,
     web_search,
+    search_tool,
     arvix_search,
     convert_units,
     query_table_data,