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Originally created by @wuyongyi on GitHub (Oct 18, 2023).
Original GitHub issue: https://github.com/ollama/ollama/issues/838
I noticed that open-interpreter utilizes litellm to communicate with llms. While litellm can utilise ollama as a backend to respond to prompts, I have been unable to find a way to utilise ollama within open-interpreter. Does anyone have any experience or knowledge regarding this?
@wuyongyi commented on GitHub (Oct 18, 2023):
BTW: I use
litellm --model ollama/codellama
setup openai API compatible server for local LLMs in http://0.0.0.0:8000
as (https://docs.litellm.ai/docs/providers/ollama)
The test code for litellm works fine.
But I get error in open-interpreter:
"""
model, custom_llm_provider = get_llm_provider(model=model, custom_llm_provider=custom_llm_provider, api_base=api_base)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "D:\ProgramData\anaconda3\Lib\site-packages\litellm\utils.py", line 1483, in get_llm_provider
raise e
File "D:\ProgramData\anaconda3\Lib\site-packages\litellm\utils.py", line 1480, in get_llm_provider
raise ValueError(f"LLM Provider NOT provided. Pass in the LLM provider you are trying to call. E.g. For 'Huggingface' inference endpoints pass in
completion(model='huggingface/{model}',..)Learn more: https://docs.litellm.ai/docs/providers")...
raise APIError(status_code=500, message=str(original_exception), llm_provider=custom_llm_provider, model=model)
litellm.exceptions.APIError: LLM Provider NOT provided. Pass in the LLM provider you are trying to call. E.g. For 'Huggingface' inference endpoints pass in
completion(model='huggingface/gpt-4',..)Learn more: https://docs.litellm.ai/docs/providers"""
@wuyongyi commented on GitHub (Oct 18, 2023):
update:
run :
interpreter --model openai/codellama --api_base http://127.0.0.1:8000/
now the connection is fine.
@ghost commented on GitHub (Oct 20, 2023):
hey @wuyongyi openinterpreter uses litellm, so you could just use it as ollama/codellama in the interpreter call
@Axenide commented on GitHub (Nov 17, 2023):
How did you do it? I tried with
interpreter --model ollama/codellama --api_base http://127.0.0.1:11434/but I get this error:@tokutake commented on GitHub (Nov 22, 2023):
@Axenide
I encountered the same error you did.
There was an extra slash in the request URL.
I removed the trailing slash from the api_base argument URL and the error went away.
@Axenide commented on GitHub (Nov 22, 2023):
Actually, the solution was to specify the version of the model. :)
ollama/codellama:latest@phrane commented on GitHub (Dec 31, 2023):
@Axenide
I'm still getting the same errors previously described despite specifying the model version (as displayed in 'Ollama list' cmd). I'm on intel-mac, running mistral, and here is what I used:
interpreter --model ollama/mistral:latest --api_base http://127.0.0.1:11434/but I then get the following from open interpreter:
...i.e. openai prefixed on the model selection. Any ideas on how to correct this?
@Axenide commented on GitHub (Dec 31, 2023):
@phrane
Try without
ollama/, it used to work when specifying it as openai, so I guess it should work if you just usemistral:latest.@ghost commented on GitHub (Jan 1, 2024):
@phrane that looks wrong. I think openinterpreter is automatically assuming this is an openai compatible endpoint (see the appended
openai/),LiteLLM (which openinterpreter uses to make api calls) supports
ollama/mistraland that should work fine - https://docs.litellm.ai/docs/providers/ollama.But it seems like open-interpreter hasn't added support yet - https://docs.openinterpreter.com/language-model-setup/hosted-models/openai
Would recommend filing an issue on their github - https://github.com/KillianLucas/open-interpreter
@hidek84 commented on GitHub (Jan 1, 2024):
You no longer need the
--api-baseargument when connecting to a local Ollama model endpoint because LiteLLM will automatically handle it.So, I think you can try the following command (
open-interpreter==0.1.18andlitellm==1.16.7):For more details, please refer to my comment in the open-interpreter's GitHub issue below.
https://github.com/KillianLucas/open-interpreter/issues/856#issuecomment-1872673035
@phrane commented on GitHub (Jan 1, 2024):
@hidek84 this works a treat, thanks!!
I still get a msg:
but I'm guessing this is due to a config I need to update somewhere.
@phrane commented on GitHub (Jan 1, 2024):
@krrishdholakia thanks for your input bro, my thinking was in line with yours regarding open default assumption. Was about to log an issue, but for @hidek84 . Thanks alll round!!
@obadiahpewee commented on GitHub (Mar 14, 2025):
i'm still get issues with this, trying to connect via ollama on debian/linux
interpreter --model ollama/qwen2.5:7b-instruct-q8_0
▌ Model set to ollama/qwen2.5:7b-instruct-q8_0
Loading qwen2.5:7b-instruct-q8_0...
Model loaded.
Open Interpreter will require approval before running code.
Use interpreter -y to bypass this.
Press CTRL-C to exit.
{"name": "execute", "arguments": {"language": "python", "code": "print('Hello, obione!')"}}
{"name": "execute", "arguments": {"language": "python", "code": "print(f'Hello, {obione}! How can I assist you today?')"}}
{"name": "execute", "arguments": {"language": "shell", "code": "uname"}}
{"name": "execute", "arguments": {"language": "python", "code": "import platform\nprint(platform.system())"}}
Exiting...
@obadiahpewee commented on GitHub (Mar 14, 2025):
same result with --local flag used
interpreter --local
Open Interpreter supports multiple local model providers.
[?] Select a provider:
[?] Select a model:
llama3.2
Loading qwen2.5:7b-instruct-q8_0...
Model loaded.
▌ Model set to qwen2.5:7b-instruct-q8_0
Open Interpreter will require approval before running code.
Use interpreter -y to bypass this.
Press CTRL-C to exit.
{"name": "execute", "arguments": {"language": "python", "code": "print('hello')"}}
{"name": "execute", "arguments": {"language": "python", "code": "print('How are you?')"}}
{"name": "execute", "arguments": {"language": "python", "code": "from datetime import datetime; print(datetime.now().strftime('%Y-%m-%d
%H:%M:%S %Z'))"}}
{"name": "execute", "arguments": {"language": "python", "code": "print('The current time in UK is',
datetime.now(pytz.timezone('Europe/London')).strftime('%Y-%m-%d %H:%M:%S'))"}}
@trevorstr commented on GitHub (Mar 15, 2025):
I'm trying to run the development branch with this:
And then when I enter a prompt, I get:
@ghost commented on GitHub (Mar 15, 2025):
hey @trevorstr looks like the provider isn't being passed in
try
--model ollama/llama3.2-vision:11b@trevorstr commented on GitHub (Mar 15, 2025):
@krrishdholakia I tried that first, and it still did not work.
I was using the
developmentbranch. Are you using that branch as well?