Could not intergrate LiteLLM into Dify via OpenAI-API-Compatible

[tuanlv14]

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Dify version

0.6.8

Cloud or Self Hosted

Cloud

Steps to reproduce

I use OpenAI-API-Compatible to add my local Lite LLM under Base_URL = http://localhost:4000 ; LiteLLM API key, Model_name (masked, proxy) by LiteLLM. The function of LiteLLM worked well with curl and python test method. But I cannot add local LiteLLM into Dify.

✔️ Expected Behavior

I expect LiteLLM can work well with Dify.

❌ Actual Behavior

The error: An error occurred during credentials validation: HTTPConnectionPool(host='localhost', port=4000): Max retries exceeded with url: /chat/completions (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f966023a4d0>: Failed to establish a new connection: [Errno 111] Connection refused'))

[dosubot[bot]]

To resolve the issue where Dify cannot connect to LiteLLM running on localhost, follow these steps:

1. Change LiteLLM Binding: Ensure LiteLLM is bound to 0.0.0.0 instead of localhost to make it accessible over the network.

2. Update Base URL in Dify: If Dify is running in Docker and LiteLLM is on the host, use http://host.docker.internal:4000 as the Base URL instead of localhost.

3. Test Network Accessibility: From within the Dify Docker container, use curl to test connectivity to the LiteLLM service.

4. Restart Both Services: After making these adjustments, restart LiteLLM and Dify.

This approach addresses the common issue where Docker containers cannot directly access services on the host using localhost. Adjusting the service binding and using host.docker.internal for Docker setups should help Dify connect to LiteLLM.

Details

Sources

• ollama baseURL error (connect timeout=10)
• An error occurred during credentials validation
• OpenAI-API-compatible 添加第三方API失败！
• Cannot connect to xinference
• HTTPConnectionPool Max retries exceeded, Failed to establish a new connection: [Errno 111] Connection refused'))
• Cannot Add openai-api-compatible model
• en/tutorials/model-configuration/ollama.md
• api/tests/integration_tests/model_runtime/openai_api_compatible/test_llm.py
• api/core/model_runtime/model_providers/openai_api_compatible/openai_api_compatible.yaml

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[tuanlv14]

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