Working Agent: The Best Financial Analyst
Starting Task:
Conduct a thorough analysis of the stock's financial
health and market performance.
This includes examining key financial metrics such as
P/E ratio, EPS growth, revenue trends, and
debt-to-equity ratio.
Also, analyze the stock's performance in comparison
to its industry peers and overall market trends.
Your final report MUST expand on the summary provided
but now including a clear assessment of the stock's
financial standing, its strengths and weaknesses,
and how it fares against its competitors in the current
market scenario.If you do your BEST WORK, I'll give you a $10,000 commission!
Make sure to use the most recent data possible.
> Entering new CrewAgentExecutor chain...
Thought: Do I need to use a tool? Yes
Action: Search the internet(Microsoft P/E ratio)
Action Input: Microsoft P/E ratioSearch the internet(Microsoft P/E ratio) is not a valid tool, try one of [Scrape website content, Search the internet, Make a calcualtion, Search 10-Q form, Search 10-K form, Delegate work to co-worker, Ask question to co-worker].Created a chunk of size 1195, which is longer than the specified 1000
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/home/paia/.local/lib/python3.11/site-packages/langchain_core/_api/deprecation.py:115: LangChainDeprecationWarning: The class `OpenAIEmbeddings` was deprecated in LangChain 0.1.0 and will be removed in 0.2.0. Use langchain_openai.OpenAIEmbeddings instead.
warn_deprecated(
Traceback (most recent call last):
The input to the tool should be a specific query, so let me rephrase the action.
Thought: Do I need to use a tool? Yes
Action: Search the internet
Action Input: What is Microsoft's current P/E ratio?
Title: Microsoft PE Ratio 2010-2023 | MSFT - Macrotrends
Link: https://www.macrotrends.net/stocks/charts/MSFT/microsoft/pe-ratio
Snippet: The price to earnings ratio is calculated by taking the latest closing price and dividing it by the most recent earnings per share (EPS) number. The PE ratio is ...
-----------------
Title: Microsoft PE Ratio - YCharts
Link: https://ycharts.com/companies/MSFT/pe_ratio
Snippet: The Price to Earnings Ratio (PE Ratio) is calculated by taking the stock price / EPS Diluted (TTM). This metric is considered a valuation metric that confirms ...
-----------------
Title: MSFT - Microsoft PE ratio, current and historical analysis - FullRatio
Link: https://fullratio.com/stocks/nasdaq-msft/pe-ratio
Snippet: The PE ratio for Microsoft stock stands at 36.17 as of Jan 8, 2024. This takes into account the latest EPS of $10.36 and stock price of $374.69. An increase of ...
-----------------
Title: Microsoft (NAS:MSFT) PE Ratio - GuruFocus
Link: https://www.gurufocus.com/term/pettm/MSFT/PE-Ratio/MSFT
Snippet: MSFT (Microsoft) PE Ratio as of today (January 09, 2024) is 36.27. PE Ratio explanation, calculation, historical data and more.
-----------------Based on the information gathered from the internet search, Microsoft's current P/E ratio is around 36.17 to 36.27. This is calculated by taking the latest EPS and stock price into account.
Confidence: 95%
Thought: Do I need to use a tool? Yes
Action: Search 10-Q form
Action Input: MSFT|what was last quarter's revenue
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_transports/default.py", line 67, in map_httpcore_exceptions
yield
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_transports/default.py", line 231, in handle_request
resp = self._pool.handle_request(req)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpcore/_sync/connection_pool.py", line 215, in handle_request
raise UnsupportedProtocol(
httpcore.UnsupportedProtocol: Request URL is missing an 'http://' or 'https://' protocol.
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/home/paia/.local/lib/python3.11/site-packages/openai/_base_client.py", line 877, in _request
response = self._client.send(
^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_client.py", line 915, in send
response = self._send_handling_auth(
^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_client.py", line 943, in _send_handling_auth
response = self._send_handling_redirects(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_client.py", line 980, in _send_handling_redirects
response = self._send_single_request(request)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_client.py", line 1016, in _send_single_request
response = transport.handle_request(request)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_transports/default.py", line 230, in handle_request
with map_httpcore_exceptions():
File "/home/paia/.conda/envs/crewai/lib/python3.11/contextlib.py", line 158, in __exit__
self.gen.throw(typ, value, traceback)
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_transports/default.py", line 84, in map_httpcore_exceptions
raise mapped_exc(message) from exc
httpx.UnsupportedProtocol: Request URL is missing an 'http://' or 'https://' protocol.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_transports/default.py", line 67, in map_httpcore_exceptions
yield
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_transports/default.py", line 231, in handle_request
resp = self._pool.handle_request(req)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpcore/_sync/connection_pool.py", line 215, in handle_request
raise UnsupportedProtocol(
httpcore.UnsupportedProtocol: Request URL is missing an 'http://' or 'https://' protocol.
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/home/paia/.local/lib/python3.11/site-packages/openai/_base_client.py", line 877, in _request
response = self._client.send(
^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_client.py", line 915, in send
response = self._send_handling_auth(
^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_client.py", line 943, in _send_handling_auth
response = self._send_handling_redirects(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_client.py", line 980, in _send_handling_redirects
response = self._send_single_request(request)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_client.py", line 1016, in _send_single_request
response = transport.handle_request(request)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_transports/default.py", line 230, in handle_request
with map_httpcore_exceptions():
File "/home/paia/.conda/envs/crewai/lib/python3.11/contextlib.py", line 158, in __exit__
self.gen.throw(typ, value, traceback)
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_transports/default.py", line 84, in map_httpcore_exceptions
raise mapped_exc(message) from exc
httpx.UnsupportedProtocol: Request URL is missing an 'http://' or 'https://' protocol.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_transports/default.py", line 67, in map_httpcore_exceptions
yield
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_transports/default.py", line 231, in handle_request
resp = self._pool.handle_request(req)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpcore/_sync/connection_pool.py", line 215, in handle_request
raise UnsupportedProtocol(
httpcore.UnsupportedProtocol: Request URL is missing an 'http://' or 'https://' protocol.
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/home/paia/.local/lib/python3.11/site-packages/openai/_base_client.py", line 877, in _request
response = self._client.send(
^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_client.py", line 915, in send
response = self._send_handling_auth(
^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_client.py", line 943, in _send_handling_auth
response = self._send_handling_redirects(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_client.py", line 980, in _send_handling_redirects
response = self._send_single_request(request)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_client.py", line 1016, in _send_single_request
response = transport.handle_request(request)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_transports/default.py", line 230, in handle_request
with map_httpcore_exceptions():
File "/home/paia/.conda/envs/crewai/lib/python3.11/contextlib.py", line 158, in __exit__
self.gen.throw(typ, value, traceback)
File "/home/paia/.local/lib/python3.11/site-packages/httpx/_transports/default.py", line 84, in map_httpcore_exceptions
raise mapped_exc(message) from exc
httpx.UnsupportedProtocol: Request URL is missing an 'http://' or 'https://' protocol.
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/home/paia/crewai.my/crews/stock_analysis/main.py", line 76, in <module>
result = financial_crew.run()
^^^^^^^^^^^^^^^^^^^^
File "/home/paia/crewai.my/crews/stock_analysis/main.py", line 64, in run
result = crew.kickoff()
^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/crewai/crew.py", line 106, in kickoff
return self.__sequential_loop()
^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/crewai/crew.py", line 124, in __sequential_loop
task_output = task.execute(task_output)
^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/crewai/task.py", line 53, in execute
result = self.agent.execute_task(
^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/crewai/agent.py", line 120, in execute_task
return self.agent_executor.invoke(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/langchain/chains/base.py", line 93, in invoke
return self(
^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/langchain/chains/base.py", line 316, in __call__
raise e
File "/home/paia/.local/lib/python3.11/site-packages/langchain/chains/base.py", line 310, in __call__
self._call(inputs, run_manager=run_manager)
File "/home/paia/.local/lib/python3.11/site-packages/langchain/agents/agent.py", line 1312, in _call
next_step_output = self._take_next_step(
^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/langchain/agents/agent.py", line 1038, in _take_next_step
[
File "/home/paia/.local/lib/python3.11/site-packages/langchain/agents/agent.py", line 1038, in <listcomp>
[
File "/home/paia/.local/lib/python3.11/site-packages/crewai/agents/executor.py", line 111, in _iter_next_step
observation = tool.run(
^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/langchain_core/tools.py", line 365, in run
raise e
File "/home/paia/.local/lib/python3.11/site-packages/langchain_core/tools.py", line 337, in run
self._run(*tool_args, run_manager=run_manager, **tool_kwargs)
File "/home/paia/.local/lib/python3.11/site-packages/langchain_core/tools.py", line 631, in _run
else self.func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/crewai.my/crews/stock_analysis/tools/sec_tools.py", line 41, in search_10q
answer = SECTools.__embedding_search(link, ask)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/crewai.my/crews/stock_analysis/tools/sec_tools.py", line 86, in __embedding_search
retriever = FAISS.from_documents(
^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/langchain_core/vectorstores.py", line 508, in from_documents
return cls.from_texts(texts, embedding, metadatas=metadatas, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/langchain_community/vectorstores/faiss.py", line 913, in from_texts
embeddings = embedding.embed_documents(texts)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/langchain_community/embeddings/openai.py", line 668, in embed_documents
return self._get_len_safe_embeddings(texts, engine=engine)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/langchain_community/embeddings/openai.py", line 494, in _get_len_safe_embeddings
response = embed_with_retry(
^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/langchain_community/embeddings/openai.py", line 116, in embed_with_retry
return embeddings.client.create(**kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/openai/resources/embeddings.py", line 106, in create
return self._post(
^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/openai/_base_client.py", line 1088, in post
return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/openai/_base_client.py", line 853, in request
return self._request(
^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/openai/_base_client.py", line 896, in _request
return self._retry_request(
^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/openai/_base_client.py", line 958, in _retry_request
return self._request(
^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/openai/_base_client.py", line 896, in _request
return self._retry_request(
^^^^^^^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/openai/_base_client.py", line 958, in _retry_request
return self._request(
^^^^^^^^^^^^^^
File "/home/paia/.local/lib/python3.11/site-packages/openai/_base_client.py", line 905, in _request
raise APIConnectionError(request=request) from err
openai.APIConnectionError: Connection error.