Add a new chat_snowflake() provider#258
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hadley
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Jan 21, 2025
| req <- request(provider@base_url) | ||
| req <- req_url_path_append(req, "/api/v2/cortex/inference:complete") | ||
| creds <- cortex_credentials(provider@account, provider@credentials) | ||
| req <- req_headers(req, !!!creds, .redact = "Authorization") |
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I wondered about always redacting Authorization in httr2. What do you think?
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That kind of makes sense to me, yeah.
This commit adds `chat_snowflake()` for chatting with models hosted
through Snowflake's [Cortex LLM REST API][0]:
chat <- chat_snowflake()
chat$chat("Tell me a joke in the form of a SQL query.")
On the backend it looks fairly similar to OpenAI, though it has only the
basic textual functionality, and so many advanced ellmer features are
not available. I also reused quite a bit of the credential support and
utilities from `chat_cortex()`, so this commit also includes some minor
refactoring of that provider.
Right now the default model for `chat_snowflake()` is Llama 3.1 70B, but
we should change it to Claude 3.5 Sonnet when that gets rolled out more
widely; it's only available to customers in the `us-west-1` Snowflake
region right now.
Unit tests are included.
Part of tidyverse#255.
[0]: https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-llm-rest-api
Signed-off-by: Aaron Jacobs <aaron.jacobs@posit.co>
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@hadley I don't have write permissions to merge, if you were waiting for me to. |
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You do now 😄 Feel free to add yourself to the authors too, if you want. |
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Still locked out, I'm afraid. |
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You have to accept the invite 😄 |
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🤦 |
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This commit adds
chat_snowflake()for chatting with models hosted through Snowflake's Cortex LLM REST API:On the backend it looks fairly similar to OpenAI, though it has only the basic textual functionality, and so many advanced ellmer features are not available. I also reused quite a bit of the credential support and utilities from
chat_cortex(), so this commit also includes some minor refactoring of that provider.Right now the default model for
chat_snowflake()is Llama 3.1 70B, but we should change it to Claude 3.5 Sonnet when that gets rolled out more widely; it's only available to customers in theus-west-1Snowflake region right now.Unit tests are included.
Part of #255.