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Krish Dholakia 2023-08-24 08:43:18 -07:00 • committed by GitHub
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@ -38,8 +38,8 @@ LiteLLM manages
- Translating inputs to the provider's completion and embedding endpoints - Translating inputs to the provider's completion and embedding endpoints
- Guarantees [consistent output](https://litellm.readthedocs.io/en/latest/output/), text responses will always be available at `['choices'][0]['message']['content']` - Guarantees [consistent output](https://litellm.readthedocs.io/en/latest/output/), text responses will always be available at `['choices'][0]['message']['content']`
- Exception mapping - common exceptions across providers are mapped to the [OpenAI exception types](https://help.openai.com/en/articles/6897213-openai-library-error-types-guidance) - Exception mapping - common exceptions across providers are mapped to the [OpenAI exception types](https://help.openai.com/en/articles/6897213-openai-library-error-types-guidance)
# Usage # usage
## Quick Start
<a target="_blank" href="https://colab.research.google.com/github/https://colab.research.google.com/drive/1y2ChqxJOwEByThibxYMEpY5P6_RTNjj4?usp=sharing"> <a target="_blank" href="https://colab.research.google.com/github/https://colab.research.google.com/drive/1y2ChqxJOwEByThibxYMEpY5P6_RTNjj4?usp=sharing">
<img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/> <img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/>
</a> </a>
@ -64,18 +64,20 @@ response = completion(model="gpt-3.5-turbo", messages=messages)
# cohere call # cohere call
response = completion(model="command-nightly", messages) response = completion(model="command-nightly", messages)
``` ```
All LiteLLM users get a LiteLLM Dashboard - View logs + Add new LLMs on the dashboard
<a href="https://docs.litellm.ai/docs/debugging/hosted_debugging" target="_blank">Tutorial</a>
![pika-1692887776948-1x](https://github.com/BerriAI/litellm/assets/29436595/44f40714-abdc-4c53-9642-6ba3654209d5)
Stable version Stable version
``` ```
pip install litellm==0.1.424 pip install litellm==0.1.424
``` ```
## Streaming Queries
# debugging
Debugging Dashboard 👉 https://docs.litellm.ai/docs/debugging/hosted_debugging
![pika-1692887776948-1x](https://github.com/BerriAI/litellm/assets/29436595/44f40714-abdc-4c53-9642-6ba3654209d5)
## streaming
liteLLM supports streaming the model response back, pass `stream=True` to get a streaming iterator in response. liteLLM supports streaming the model response back, pass `stream=True` to get a streaming iterator in response.
Streaming is supported for OpenAI, Azure, Anthropic, Huggingface models Streaming is supported for OpenAI, Azure, Anthropic, Huggingface models
```python ```python
@ -89,8 +91,8 @@ for chunk in result:
print(chunk['choices'][0]['delta']) print(chunk['choices'][0]['delta'])
``` ```
# Support / talk with founders # support / talk with founders
- [Our calendar 👋](https://calendly.com/d/4mp-gd3-k5k/berriai-1-1-onboarding-litellm-hosted-version) - [Schedule Demo 👋](https://calendly.com/d/4mp-gd3-k5k/berriai-1-1-onboarding-litellm-hosted-version)
- [Community Discord 💭](https://discord.gg/wuPM9dRgDw) - [Community Discord 💭](https://discord.gg/wuPM9dRgDw)
- Our numbers 📞 +1 (770) 8783-106 / ‭+1 (412) 618-6238‬ - Our numbers 📞 +1 (770) 8783-106 / ‭+1 (412) 618-6238‬
- Our emails ✉️ ishaan@berri.ai / krrish@berri.ai - Our emails ✉️ ishaan@berri.ai / krrish@berri.ai