feat: interfaces for async embeddings, implement async openai #6563
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This change adds support to the base `Embeddings` class for two methods, `aembed_query` and `aembed_documents`, those two methods supporting async equivalents of `embed_query` and `embed_documents` respectively. This ever so slightly rounds out async support within langchain, with an initial implementation of this functionality being implemented for openai. Implements #6109
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tconkling
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* master: MD header text splitter returns Documents (langchain-ai#6571) Fix callback forwarding in async plan method for OpenAI function agent (langchain-ai#6584) bump 209 (langchain-ai#6593) Clarifai integration (langchain-ai#5954) Add missing word in comment (langchain-ai#6587) Add AzureML endpoint LLM wrapper (langchain-ai#6580) Add OpenLLM wrapper(langchain-ai#6578) feat: interfaces for async embeddings, implement async openai (langchain-ai#6563) Upgrade the version of AwaDB and add some new interfaces (langchain-ai#6565) add motherduck docs (langchain-ai#6572) Detailed using the Twilio tool to send messages with 3rd party apps incl. WhatsApp (langchain-ai#6562) Change Data Loader Namespace (langchain-ai#6568) Remove duplicate databricks entries in ecosystem integrations (langchain-ai#6569) Fix whatsappchatloader - enable parsing new datetime format on WhatsApp chat (langchain-ai#6555) Wait for all futures (langchain-ai#6554) feat: faiss filter from list (langchain-ai#6537) update pr tmpl (langchain-ai#6552) Remove unintended double negation in docstring (langchain-ai#6541) Minor Grammar Fixes in Docs and Comments (langchain-ai#6536)
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Since it seems like #6111 will be blocked for a bit, I've forked @tyree731's fork and implemented the requested changes.
This change adds support to the base Embeddings class for two methods, aembed_query and aembed_documents, those two methods supporting async equivalents of embed_query and
embed_documents respectively. This ever so slightly rounds out async support within langchain, with an initial implementation of this functionality being implemented for openai.
Implements #6109