Harrison Chase

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> > hey @ZouhairElhadi, thanks for contribution! what's the use case you're imagining? why have an attribute on the VectorStore that determines which similarity search to use versus just letting...

@jcomfort4 what embedding model are you using? i think the issue is the embedding model has a different api base than the chat model and the enviroment is getting confused

> I guess in the simplified version I'm not using (or not specifying) an embedding API, but maybe I need to be? For example, following a sample like this from...

adding https://github.com/hwchase17/langchain/pull/5165 in place of this

@zijie0 sorry for delay! how does https://github.com/hwchase17/langchain/pull/4687 look?

hmmm do we know why the response is missing content?

> Lol yup. Maybe I did over engineer this. I'm traveling right now, will push changes in the evening. Till then, any comment on my 2nd open question? I feel...

@rick2047 sorry for delay - looks great~!

@IndikaUdagedara all chains have an `apply` method on them - that covers the `map` use case right? could you motivate the `reduce` use case a bit more?