forked from phoenix/litellm-mirror
43 lines
2 KiB
Markdown
43 lines
2 KiB
Markdown
# *🚅 litellm*
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a light 100 line package to simplify calling OpenAI, Azure, Cohere, Anthropic APIs
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###### litellm manages:
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* Calling all LLM APIs using the OpenAI format - `completion(model, messages)`
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* Consistent output for all LLM APIs, text responses will always be available at `['choices'][0]['message']['content']`
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* Consistent Exceptions for all LLM APIs, we map RateLimit, Context Window, and Authentication Error exceptions across all providers to their OpenAI equivalents. [see Code](https://github.com/BerriAI/litellm/blob/ba1079ff6698ef238c5c7f771dd2b698ec76f8d9/litellm/utils.py#L250)
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###### observability:
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* Logging - see exactly what the raw model request/response is by plugging in your own function `completion(.., logger_fn=your_logging_fn)` and/or print statements from the package `litellm.set_verbose=True`
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* Callbacks - automatically send your data to Helicone, Sentry, Posthog, Slack - `litellm.success_callbacks`, `litellm.failure_callbacks` [see Callbacks](https://litellm.readthedocs.io/en/latest/advanced/)
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## Quick Start
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Go directly to code: [Getting Started Notebook](https://colab.research.google.com/drive/1gR3pY-JzDZahzpVdbGBtrNGDBmzUNJaJ?usp=sharing)
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### Installation
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```
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pip install litellm
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```
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### Usage
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```python
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from litellm import completion
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## set ENV variables
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os.environ["OPENAI_API_KEY"] = "openai key"
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os.environ["COHERE_API_KEY"] = "cohere key"
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messages = [{ "content": "Hello, how are you?","role": "user"}]
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# openai call
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response = completion(model="gpt-3.5-turbo", messages=messages)
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# cohere call
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response = completion("command-nightly", messages)
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```
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Need Help / Support : [see troubleshooting](https://litellm.readthedocs.io/en/latest/troubleshoot)
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## Why did we build liteLLM
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- **Need for simplicity**: Our code started to get extremely complicated managing & translating calls between Azure, OpenAI, Cohere
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## Support
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* [Meet with us 👋](https://calendly.com/d/4mp-gd3-k5k/berriai-1-1-onboarding-litellm-hosted-version)
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* Contact us at ishaan@berri.ai / krrish@berri.ai
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