5 Commits (e367ee71e722001987d75fa0140bb95cf40d3ec6)

Author	SHA1	Message	Date
Harrison Chase	f299bd1416	clean up sagemaker nb (#1875)	1 year ago
Philipp Schmid	064be93edf	[Embeddings] Add SageMaker Endpoint Embedding class (#1859) ... # What does this PR do? This PR adds similar to `llms` a SageMaker-powered `embeddings` class. This is helpful if you want to leverage Hugging Face models on SageMaker for creating your indexes. I added a example into the [docs/modules/indexes/examples/embeddings.ipynb](https://github.com/hwchase17/langchain/compare/master...philschmid:add-sm-embeddings?expand=1#diff-e82629e2894974ec87856aedd769d4bdfe400314b03734f32bee5990bc7e8062) document. The example currently includes some `_### TEMPORARY: Showing how to deploy a SageMaker Endpoint from a Hugging Face model ###_ ` code showing how you can deploy a sentence-transformers to SageMaker and then run the methods of the embeddings class. @hwchase17 please let me know if/when i should remove the `_### TEMPORARY: Showing how to deploy a SageMaker Endpoint from a Hugging Face model ###_` in the description i linked to a detail blog on how to deploy a Sentence Transformers so i think we don't need to include those steps here. I also reused the `ContentHandlerBase` from `langchain.llms.sagemaker_endpoint` and changed the output type to `any` since it is depending on the implementation.	1 year ago
Harrison Chase	d5d50c39e6	Harrison/azure embeddings (#1787) ... Co-authored-by: Hemant <4627288+ghaccount@users.noreply.github.com>	1 year ago
Harrison Chase	3610ef2830	add fake embeddings class (#1503)	1 year ago
Harrison Chase	4f3fbd7267	improve docs for indexes (#1146)	1 year ago