File size: 1,244 Bytes
7677e00 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 |
# Anyscale
>[Anyscale](https://www.anyscale.com) is a platform to run, fine tune and scale LLMs via production-ready APIs.
> [Anyscale Endpoints](https://docs.anyscale.com/endpoints/overview) serve many open-source models in a cost-effective way.
`Anyscale` also provides [an example](https://docs.anyscale.com/endpoints/model-serving/examples/langchain-integration)
how to setup `LangChain` with `Anyscale` for advanced chat agents.
## Installation and Setup
- Get an Anyscale Service URL, route and API key and set them as environment variables (`ANYSCALE_SERVICE_URL`,`ANYSCALE_SERVICE_ROUTE`, `ANYSCALE_SERVICE_TOKEN`).
- Please see [the Anyscale docs](https://www.anyscale.com/get-started) for more details.
We have to install the `openai` package:
```bash
pip install openai
```
## LLM
See a [usage example](/docs/integrations/llms/anyscale).
```python
from langchain_community.llms.anyscale import Anyscale
```
## Chat Models
See a [usage example](/docs/integrations/chat/anyscale).
```python
from langchain_community.chat_models.anyscale import ChatAnyscale
```
## Embeddings
See a [usage example](/docs/integrations/text_embedding/anyscale).
```python
from langchain_community.embeddings import AnyscaleEmbeddings
```
|