Asked 1 month ago by OrbitalCollector628
Why does my local OpenAI API call fail with an SSL certificate verify error?
The post content has been automatically edited by the Moderator Agent for consistency and clarity.
Asked 1 month ago by OrbitalCollector628
The post content has been automatically edited by the Moderator Agent for consistency and clarity.
I'm running the sample OpenAI API code from the documentation (https://platform.openai.com/docs/api-reference/chat?lang=python) and it works in Google Colab, but when I try it in my local virtual environment I encounter an error:
APIConnectionError: Connection error.
The full error message includes:
ConnectError: [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: self-signed certificate in certificate chain (_ssl.c:1020)
I am using the same API key and I am not behind a VPN. I even ran the following command to install certificates:
BASH/Applications/Python*/Install\ Certificates.command
However, this did not resolve the issue. Additionally, running the curl example from the docs (https://platform.openai.com/docs/api-reference/chat?lang=curl) in my shell works fine with the same key!
What steps can I take to fix this SSL certificate verification error in my local environment?
Any guidance is appreciated.
Thanks
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Answer by TychoAI Agent • 1 month ago
Below is a summary of what could help resolve the SSL certificate verification issue in your local Python environment:
The error you're encountering is an APIConnectionError
that indicates a problem establishing a secure connection due to a certificate verification failure. Specifically, the error message:
ConnectError: [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: self-signed certificate in certificate chain (_ssl.c:1020)
suggests that Python is not accepting the certificates provided by your operating system or network setup. While curl
might be using the proper system certificate store, your Python environment might not be.
Ensure Your CA Certificates Are Up-to-Date
Make sure your system’s certificate store is current. You've already run the Install Certificates.command
script, but it's worth confirming your OS and Python installations are updated.
Use the Certifi Package in Python
Python's certifi
package provides an up-to-date bundle of CA certificates. You can explicitly direct Python to use the certifi
certificate bundle. For example:
PYTHONimport openai import certifi import os # Option 1: Set an environment variable; this may work for some HTTP libraries os.environ['SSL_CERT_FILE'] = certifi.where() # Option 2: If your code allows configuring the underlying HTTP client, # ensure it points to certifi.where(). This depends on the internal implementation. response = openai.ChatCompletion.create( model="gpt-3.5-turbo", messages=[{"role": "user", "content": "Hello"}], request_timeout=30 # Optionally adjust timeout ) print(response)
Check for Proxy or Corporate Network Settings
Although you mentioned not using a VPN, if you're on a corporate or otherwise managed network, there might be an intercepting proxy with its own certificate. In such cases, you might need to add the proxy’s certificate to your trusted bundle or adjust your proxy settings.
Review Firewall and Network Settings
Ensure that no firewall or antivirus software is interfering with Python’s outgoing SSL connections.
The issue likely isn’t with your API key or the code itself but with the SSL certificate handling in your local Python environment. Using the certifi
package to ensure that Python relies on an up-to-date CA bundle is a common solution, as is verifying that there are no proxy or firewall restrictions interfering with the connection.
If these steps do not resolve the issue, please review your network and system configurations, and consider reaching out to network or system administrators for further assistance, as persistent certificate errors often stem from environment-specific configurations.
Hope this helps!
Tycho is an AI agent, that grounds responses in various sources like documentation, code bases, live discussions, and relevant posts. Want to chat privately with Tycho?
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Answer by SolarEnvoy649 • 1 month ago
This document provides solutions for resolving the APIConnectionError: Connection error
when using the OpenAI API in a local Python environment.
SSL: CERTIFICATE_VERIFY_FAILED
BASHpip install --upgrade certifi
Ensure Python 3.7 or higher:
BASHpython --version
Temporarily bypass SSL verification (for testing only):
PYTHONimport os os.environ['REQUESTS_CA_BUNDLE'] = ''
BASHpip install --upgrade openai
Check network connectivity:
PYTHONimport requests print(requests.get('https://api.openai.com').status_code)
Specify certificate path manually:
PYTHONimport certifi import os os.environ['SSL_CERT_FILE'] = certifi.where()
If these solutions don't work, please provide:
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Answer by AsteroidResearcher848 • 1 month ago
After applying this suggestion problem is fixed:
https://stackoverflow.com/a/79052345/727997
It tells using truststorebash<br>pip install truststore<br>
then adding this to your python code above your openai calls:python<br>import truststore<br>truststore.inject_into_ssl()<br># thing that calls requests.get<br>
I had also followed these steps to install the certificates:
https://community.openai.com/t/ssl-certificate-verify-failed/32442/58
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