docs:Correcting spelling mistakes (#25612)

docs/docs/integrations/providers/marqo.md

@@ -21,7 +21,7 @@ To run Marqo locally with our docker image, [see our getting started.](https://d
 
 There exists a wrapper around Marqo indexes, allowing you to use them within the vectorstore framework. Marqo lets you select from a range of models for generating embeddings and exposes some preprocessing configurations.
 
-The Marqo vectorstore can also work with existing multimodel indexes where your documents have a mix of images and text, for more information refer to [our documentation](https://docs.marqo.ai/latest/#multi-modal-and-cross-modal-search). Note that instaniating the Marqo vectorstore with an existing multimodal index will disable the ability to add any new documents to it via the langchain vectorstore `add_texts` method.
+The Marqo vectorstore can also work with existing multimodal indexes where your documents have a mix of images and text, for more information refer to [our documentation](https://docs.marqo.ai/latest/#multi-modal-and-cross-modal-search). Note that instantiating the Marqo vectorstore with an existing multimodal index will disable the ability to add any new documents to it via the langchain vectorstore `add_texts` method.
 
 To import this vectorstore:
 ```python

docs/docs/integrations/providers/premai.md

@@ -319,7 +319,7 @@ def multiply(a: int, b: int) -> int:
 
 ### Binding tool schemas with our LLM
 
-We will now use the `bind_tools` method to convert our above functions to a "tool" and binding it with the model. This means we are going to pass these tool informations everytime we invoke the model. 
+We will now use the `bind_tools` method to convert our above functions to a "tool" and binding it with the model. This means we are going to pass these tool information everytime we invoke the model. 
 
 ```python
 tools = [add, multiply]