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1.76 kB
| #### What this tests #### | |
| # This tests error handling + logging (esp. for sentry breadcrumbs) | |
| import sys, os | |
| import traceback | |
| sys.path.insert( | |
| 0, os.path.abspath("../..") | |
| ) # Adds the parent directory to the system path | |
| import pytest | |
| import litellm | |
| from litellm import completion | |
| messages=[{"role": "user", "content": "Hey, how's it going?"}] | |
| ## All your mistral deployments ## | |
| model_list = [{ | |
| "model_name": "mistral-7b-instruct", | |
| "litellm_params": { # params for litellm completion/embedding call | |
| "model": "replicate/mistralai/mistral-7b-instruct-v0.1:83b6a56e7c828e667f21fd596c338fd4f0039b46bcfa18d973e8e70e455fda70", | |
| "api_key": os.getenv("REPLICATE_API_KEY"), | |
| } | |
| }, { | |
| "model_name": "mistral-7b-instruct", | |
| "litellm_params": { # params for litellm completion/embedding call | |
| "model": "together_ai/mistralai/Mistral-7B-Instruct-v0.1", | |
| "api_key": os.getenv("TOGETHERAI_API_KEY"), | |
| } | |
| }, { | |
| "model_name": "mistral-7b-instruct", | |
| "litellm_params": { # params for litellm completion/embedding call | |
| "model": "mistral-7b-instruct", | |
| "api_base": "https://api.perplexity.ai", | |
| "api_key": os.getenv("PERPLEXITYAI_API_KEY") | |
| } | |
| }, { | |
| "model_name": "mistral-7b-instruct", | |
| "litellm_params": { | |
| "model": "deepinfra/mistralai/Mistral-7B-Instruct-v0.1", | |
| "api_key": os.getenv("DEEPINFRA_API_KEY") | |
| } | |
| }] | |
| def test_multiple_deployments(): | |
| try: | |
| ## LiteLLM completion call ## returns first response | |
| response = completion(model="mistral-7b-instruct", messages=messages, model_list=model_list) | |
| print(f"response: {response}") | |
| except Exception as e: | |
| traceback.print_exc() | |
| pytest.fail(f"An exception occurred: {e}") | |
| test_multiple_deployments() |