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A programming framework for agentic AI 🤖
https://microsoft.github.io/autogen/
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[Bug]: Connection refused error on WSL2 #1272

Closed shittiidavincii closed 1 week ago

shittiidavincii commented 7 months ago

Describe the bug

Running WSL2 with Ubuntu. Installed autogenstudio via pip. Ran it with the standard autogenstudio ui --port 8081 command.

The web ui works fine, but when I try to chat, I get a connection refused with a lengthy error message.

Here is the error message:

jynx@TJ-Desktop:~$ autogenstudio ui --port 8081
INFO:     Started server process [414]
INFO:     Waiting for application startup.
INFO:     Application startup complete.
INFO:     Uvicorn running on http://127.0.0.1:8081 (Press CTRL+C to quit)
INFO:     127.0.0.1:43710 - "GET / HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43710 - "GET /images/svgs/welcome.svg HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43710 - "GET /app-0b19e7b3b3630760e904.js HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43710 - "GET /framework-0e118549f33203964972.js HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43710 - "GET /webpack-runtime-d26758facd302421ecb4.js HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43710 - "GET /page-data/app-data.json HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43710 - "GET /page-data/index/page-data.json HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43710 - "GET /favicon-32x32.png?v=46131b614287332146ea078703a67d38 HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43710 - "GET /318ce576f236b79fd96f75904c13f6e55c3eee57-8feabdf57edb2a6eecc8.js HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43710 - "GET /6c05b3ab656a8bfc225a64b3d73a36a92f83c05e-6dce912a9a9b963cded5.js HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43710 - "GET /component---src-pages-index-tsx-3209e5a7b17734fbd11c.js HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43764 - "GET /manifest.webmanifest HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43710 - "GET /api/sessions?user_id=guestuser@gmail.com HTTP/1.1" 200 OK
INFO:     127.0.0.1:43710 - "GET /api/sessions?user_id=guestuser@gmail.com HTTP/1.1" 200 OK
INFO:     127.0.0.1:43710 - "GET /api/messages?user_id=guestuser@gmail.com&session_id=2204c1e6-01fc-4ff5-a487-eb881ff1d18d HTTP/1.1" 200 OK
INFO:     127.0.0.1:43710 - "GET /api/messages?user_id=guestuser@gmail.com&session_id=2204c1e6-01fc-4ff5-a487-eb881ff1d18d HTTP/1.1" 200 OK
INFO:     127.0.0.1:43726 - "GET /page-data/gallery/page-data.json HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43742 - "GET /page-data/build/page-data.json HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43742 - "GET /page-data/gallery/page-data.json HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43726 - "GET /page-data/build/page-data.json HTTP/1.1" 304 Not Modified
userproxy (to primary_assistant):

i'm writing to you from autogen studio. can you give me an overview of what kiund of thigns i can use autogen for? what's a good starting project for it?

--------------------------------------------------------------------------------
userproxy (to primary_assistant):

test

--------------------------------------------------------------------------------
userproxy (to primary_assistant):

Write a python script to plot a sine wave and save it to disc as a png file sine_wave.png

--------------------------------------------------------------------------------
userproxy (to primary_assistant):

test

--------------------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_exceptions.py", line 10, in map_exceptions
    yield
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_backends/sync.py", line 206, in connect_tcp
    sock = socket.create_connection(
  File "/usr/lib/python3.10/socket.py", line 845, in create_connection
    raise err
  File "/usr/lib/python3.10/socket.py", line 833, in create_connection
    sock.connect(sa)
ConnectionRefusedError: [Errno 111] Connection refused

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_transports/default.py", line 67, in map_httpcore_exceptions
    yield
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_transports/default.py", line 231, in handle_request
    resp = self._pool.handle_request(req)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_sync/connection_pool.py", line 268, in handle_request
    raise exc
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_sync/connection_pool.py", line 251, in handle_request
    response = connection.handle_request(request)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_sync/connection.py", line 99, in handle_request
    raise exc
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_sync/connection.py", line 76, in handle_request
    stream = self._connect(request)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_sync/connection.py", line 124, in _connect
    stream = self._network_backend.connect_tcp(**kwargs)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_backends/sync.py", line 205, in connect_tcp
    with map_exceptions(exc_map):
  File "/usr/lib/python3.10/contextlib.py", line 153, in __exit__
    self.gen.throw(typ, value, traceback)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_exceptions.py", line 14, in map_exceptions
    raise to_exc(exc) from exc
httpcore.ConnectError: [Errno 111] Connection refused

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/home/jynx/.local/lib/python3.10/site-packages/openai/_base_client.py", line 887, in _request
    response = self._client.send(
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_client.py", line 915, in send
    response = self._send_handling_auth(
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_client.py", line 943, in _send_handling_auth
    response = self._send_handling_redirects(
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_client.py", line 980, in _send_handling_redirects
    response = self._send_single_request(request)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_client.py", line 1016, in _send_single_request
    response = transport.handle_request(request)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_transports/default.py", line 230, in handle_request
    with map_httpcore_exceptions():
  File "/usr/lib/python3.10/contextlib.py", line 153, in __exit__
    self.gen.throw(typ, value, traceback)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_transports/default.py", line 84, in map_httpcore_exceptions
    raise mapped_exc(message) from exc
httpx.ConnectError: [Errno 111] Connection refused

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_exceptions.py", line 10, in map_exceptions
    yield
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_backends/sync.py", line 206, in connect_tcp
    sock = socket.create_connection(
  File "/usr/lib/python3.10/socket.py", line 845, in create_connection
    raise err
  File "/usr/lib/python3.10/socket.py", line 833, in create_connection
    sock.connect(sa)
ConnectionRefusedError: [Errno 111] Connection refused

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_transports/default.py", line 67, in map_httpcore_exceptions
    yield
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_transports/default.py", line 231, in handle_request
    resp = self._pool.handle_request(req)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_sync/connection_pool.py", line 268, in handle_request
    raise exc
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_sync/connection_pool.py", line 251, in handle_request
    response = connection.handle_request(request)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_sync/connection.py", line 99, in handle_request
    raise exc
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_sync/connection.py", line 76, in handle_request
    stream = self._connect(request)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_sync/connection.py", line 124, in _connect
    stream = self._network_backend.connect_tcp(**kwargs)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_backends/sync.py", line 205, in connect_tcp
    with map_exceptions(exc_map):
  File "/usr/lib/python3.10/contextlib.py", line 153, in __exit__
    self.gen.throw(typ, value, traceback)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_exceptions.py", line 14, in map_exceptions
    raise to_exc(exc) from exc
httpcore.ConnectError: [Errno 111] Connection refused

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/home/jynx/.local/lib/python3.10/site-packages/openai/_base_client.py", line 887, in _request
    response = self._client.send(
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_client.py", line 915, in send
    response = self._send_handling_auth(
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_client.py", line 943, in _send_handling_auth
    response = self._send_handling_redirects(
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_client.py", line 980, in _send_handling_redirects
    response = self._send_single_request(request)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_client.py", line 1016, in _send_single_request
    response = transport.handle_request(request)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_transports/default.py", line 230, in handle_request
    with map_httpcore_exceptions():
  File "/usr/lib/python3.10/contextlib.py", line 153, in __exit__
    self.gen.throw(typ, value, traceback)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_transports/default.py", line 84, in map_httpcore_exceptions
    raise mapped_exc(message) from exc
httpx.ConnectError: [Errno 111] Connection refused

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_exceptions.py", line 10, in map_exceptions
    yield
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_backends/sync.py", line 206, in connect_tcp
    sock = socket.create_connection(
  File "/usr/lib/python3.10/socket.py", line 845, in create_connection
    raise err
  File "/usr/lib/python3.10/socket.py", line 833, in create_connection
    sock.connect(sa)
ConnectionRefusedError: [Errno 111] Connection refused

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_transports/default.py", line 67, in map_httpcore_exceptions
    yield
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_transports/default.py", line 231, in handle_request
    resp = self._pool.handle_request(req)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_sync/connection_pool.py", line 268, in handle_request
    raise exc
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_sync/connection_pool.py", line 251, in handle_request
    response = connection.handle_request(request)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_sync/connection.py", line 99, in handle_request
    raise exc
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_sync/connection.py", line 76, in handle_request
    stream = self._connect(request)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_sync/connection.py", line 124, in _connect
    stream = self._network_backend.connect_tcp(**kwargs)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_backends/sync.py", line 205, in connect_tcp
    with map_exceptions(exc_map):
  File "/usr/lib/python3.10/contextlib.py", line 153, in __exit__
    self.gen.throw(typ, value, traceback)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpcore/_exceptions.py", line 14, in map_exceptions
    raise to_exc(exc) from exc
httpcore.ConnectError: [Errno 111] Connection refused

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/home/jynx/.local/lib/python3.10/site-packages/openai/_base_client.py", line 887, in _request
    response = self._client.send(
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_client.py", line 915, in send
    response = self._send_handling_auth(
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_client.py", line 943, in _send_handling_auth
    response = self._send_handling_redirects(
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_client.py", line 980, in _send_handling_redirects
    response = self._send_single_request(request)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_client.py", line 1016, in _send_single_request
    response = transport.handle_request(request)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_transports/default.py", line 230, in handle_request
    with map_httpcore_exceptions():
  File "/usr/lib/python3.10/contextlib.py", line 153, in __exit__
    self.gen.throw(typ, value, traceback)
  File "/home/jynx/.local/lib/python3.10/site-packages/httpx/_transports/default.py", line 84, in map_httpcore_exceptions
    raise mapped_exc(message) from exc
httpx.ConnectError: [Errno 111] Connection refused

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/home/jynx/.local/lib/python3.10/site-packages/autogenstudio/web/app.py", line 68, in add_message
    response_message: Message = chatmanager.chat(
  File "/home/jynx/.local/lib/python3.10/site-packages/autogenstudio/chatmanager.py", line 29, in chat
    flow.run(message=f"{message_text}", clear_history=False)
  File "/home/jynx/.local/lib/python3.10/site-packages/autogenstudio/workflowmanager.py", line 191, in run
    self.sender.initiate_chat(
  File "/home/jynx/.local/lib/python3.10/site-packages/autogen/agentchat/conversable_agent.py", line 621, in initiate_chat
    self.send(self.generate_init_message(**context), recipient, silent=silent)
  File "/home/jynx/.local/lib/python3.10/site-packages/autogen/agentchat/conversable_agent.py", line 398, in send
    recipient.receive(message, self, request_reply, silent)
  File "/home/jynx/.local/lib/python3.10/site-packages/autogen/agentchat/conversable_agent.py", line 551, in receive
    reply = self.generate_reply(messages=self.chat_messages[sender], sender=sender)
  File "/home/jynx/.local/lib/python3.10/site-packages/autogen/agentchat/conversable_agent.py", line 1193, in generate_reply
    final, reply = reply_func(self, messages=messages, sender=sender, config=reply_func_tuple["config"])
  File "/home/jynx/.local/lib/python3.10/site-packages/autogen/agentchat/conversable_agent.py", line 708, in generate_oai_reply
    response = client.create(
  File "/home/jynx/.local/lib/python3.10/site-packages/autogen/oai/client.py", line 278, in create
    response = self._completions_create(client, params)
  File "/home/jynx/.local/lib/python3.10/site-packages/autogen/oai/client.py", line 543, in _completions_create
    response = completions.create(**params)
  File "/home/jynx/.local/lib/python3.10/site-packages/openai/_utils/_utils.py", line 271, in wrapper
    return func(*args, **kwargs)
  File "/home/jynx/.local/lib/python3.10/site-packages/openai/resources/chat/completions.py", line 643, in create
    return self._post(
  File "/home/jynx/.local/lib/python3.10/site-packages/openai/_base_client.py", line 1112, in post
    return cast(ResponseT, self.request(cast_to, opts, stream=stream, stream_cls=stream_cls))
  File "/home/jynx/.local/lib/python3.10/site-packages/openai/_base_client.py", line 859, in request
    return self._request(
  File "/home/jynx/.local/lib/python3.10/site-packages/openai/_base_client.py", line 911, in _request
    return self._retry_request(
  File "/home/jynx/.local/lib/python3.10/site-packages/openai/_base_client.py", line 982, in _retry_request
    return self._request(
  File "/home/jynx/.local/lib/python3.10/site-packages/openai/_base_client.py", line 911, in _request
    return self._retry_request(
  File "/home/jynx/.local/lib/python3.10/site-packages/openai/_base_client.py", line 982, in _retry_request
    return self._request(
  File "/home/jynx/.local/lib/python3.10/site-packages/openai/_base_client.py", line 921, in _request
    raise APIConnectionError(request=request) from err
openai.APIConnectionError: Connection error.

INFO:     127.0.0.1:43710 - "POST /api/messages HTTP/1.1" 200 OK
INFO:     127.0.0.1:43726 - "GET /component---src-pages-gallery-index-tsx-f78f5f06ef65ea97e302.js HTTP/1.1" 304 Not Modified
INFO:     127.0.0.1:43742 - "GET /component---src-pages-build-tsx-10ec7cd0147b32ec3a0b.js HTTP/1.1" 304 Not Modified

Steps to reproduce

see above

Expected Behavior

not a connection refused error when trying to talk to the model

Screenshots and logs

No response

Additional Information

No response

victordibia commented 7 months ago

Hi

What model are you using? You must also specify the model you intend to use in the workflow config UI (and remove all others)

shittiidavincii commented 7 months ago
image

using OpenAI GPT4. Is this the right configuration?

victordibia commented 7 months ago

Under models … can you confirm you have an api key? Eg when you select gpt-4-1106-preview … can you ensure you have your api key setup there also.

shittiidavincii commented 7 months ago

It wasn't set there before (I set it via an environment variable before).

I added that and the model base url but the issue persists

image
victordibia commented 7 months ago

Your key seems long. Is this Azure Open AI or OpenAI?

Note:

For azure openai you will need to set the following

Also note that you should only have this model in your list of models.

Image

Ludecan commented 7 months ago

I'm having the same issue on WSL2 Ubuntu 22.04 under Windows 11.

In my case there weren't any models set for the userproxy agent, but they were set for primary_assistant. I've added gpt-4-1106-preview to the userproxy agent, the same as it was set for primary_assistant. I've also set my OPENAI_API_KEY envvar and added the API key to the models of both agents but still getting the connection error. I'm intending to add OpenAI API keys, ie I'm not trying to add Azure models.

Is there anything useful I can send you to help you debug this?

imagen imagen imagen

Ludecan commented 7 months ago

Hmmm, I'm getting the same error using a native Windows install with Miniconda. WSL2 doesn't seem to be the culprit. Maybe there's something missing in the userproxy agent config? Update: and in a new, totally unrelated MacOS Sonoma 14.2.1 install. Update2: AutoGen agents manually configured in Python code do work.

shittiidavincii commented 7 months ago

Yes, I have an API key setup there, as well as an environment variable set. I've also put the base url in as https://api.openai.com/v1

image
xamox commented 7 months ago

I've tried with WSL2, Miniconda, as well as docker in a ubuntu 22.04 image and seem to be getting the same error. I am also on windows 11. I also tried it on another ubuntu 22.04 physical server I had. After digging a little bit I see the default model is gpt-4-1106-preview, when looking at my rate limits on my account I do not see that available. After some digging it appears that you had to have a certain amount of money spent using API keys when OpenAI released it. I'm not sure if that is the issue, I tried removing that model from the primary agent but still getting the OpenAI connection error. I saw the other default model was gpt-3.5-turbo-16k, I tried just setting the agent to use this as it appears I do have access to that model in my openai settings page. Is there a more in depth guide in setting it up than the blog post? I see the blog post mentions config and it seems to save that info but I don't see any hidden folder or anything from the directory I'm running it in, nor anything in the home directory like ~/.autogen or anything of that nature.

radman-x commented 7 months ago

Getting same error here -- just running native Windows 10.

xamox commented 7 months ago

Can people on this error confirm my above suspicion by going to: https://platform.openai.com/playground?assistant=new

image

And check in the models drop down if you have gpt-4-1106-preview, that may rule out if that's the underlying issue

aleatorydialogue commented 7 months ago

I believe I have configured correctly, I have active API key entered and I did check on my playground, I do have gpt-4-1106-preview available, still getting connection error as well. Wasn't able to set it up for a local model through text-generation-webui either. I am able to use autogen without studio UI

radman-x commented 7 months ago

Can people on this error confirm my above suspicion by going to: https://platform.openai.com/playground?assistant=new

image

And check in the models drop down if you have gpt-4-1106-preview, that may rule out if that's the underlying issue

Yes, gpt-4-1106-preview exists in the model drop down.

vannestn commented 7 months ago
Screenshot 2024-01-19 at 6 49 53 PM

I'm seeing an error as well. As you can see it is letting me use the gpt-4-1106-preview agent on the OpenAI website. Also, when I modify my autogen agents to only use GPT-3.5 the error persists.

UPDATE: Even though I have credits available for my OpenAI account, creating and running an agent on the OpenAI website throws an error saying that I have reached my quota:

Screenshot 2024-01-19 at 7 00 54 PM

I'm pretty sure this is a bug on their end because I should have money available:

Screenshot 2024-01-19 at 7 03 27 PM
xamox commented 7 months ago

@vannestn thanks for confirming. I also tested this in the playground and got the same error even with gpt-3.5. I dug into it a little it and looked at my limits and some articles.

image

Looked like I was in the free tier usage. I bought $10 worth of credits to jump me to tier 1.

image

After that I was able to use the playground with that model:

image

I tried upgrading autogen ui via (pip install -U autogen), and creating a new API key and running the UI again but still getting the same connection error. I'm not sure if I should wait a little bit, like it takes a few minutes to propagate my tier upgrade, but at least I figured out the OpenAI issue now with the error. Maybe if I get some more time later I will test some more.

vannestn commented 7 months ago

When I bought new credits with Open AI, their own playground UI wasn’t able to use the credits until a day later. Maybe it’s a fraud prevention measure. After a day had passed, the playground was able to run an agent for me. Haven’t run the Autogen program yet but I’ll let you know how it goes.

On Mon, Jan 22, 2024 at 9:25 AM Anthony Oliver @.***> wrote:

@vannestn https://github.com/vannestn thanks for confirming. I also tested this in the playground and got the same error even with gpt-3.5. I dug into it a little it and looked at my limits and some articles. image.png (view on web) https://github.com/microsoft/autogen/assets/492564/5b5c385a-7f5a-4b65-9584-305fca23fdc3

Looked like I was in the free tier usage. I bought $10 worth of credits to jump me to tier 1. image.png (view on web) https://github.com/microsoft/autogen/assets/492564/494fe718-bff4-42e7-9cc6-934e22e74ca1

After that I was able to use the playground with that model: image.png (view on web) https://github.com/microsoft/autogen/assets/492564/5920f22c-82aa-49d6-b46d-de6b514d6bb3

I tried upgrading autogen ui via (pip install -U autogen), and creating a new API key and running the UI again but still getting the same connection error. I'm not sure if I should wait a little bit, like it takes a few minutes to propagate my tier upgrade, but at least I figured out the OpenAI issue now with the error. Maybe if I get some more time later I will test some more.

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