Fixing some spelling mistakes (#10881)

@baskaryan

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Co-authored-by: AashutoshPathakShorthillsAI <142410372+AashutoshPathakShorthillsAI@users.noreply.github.com>
Co-authored-by: Aayush <142384656+AayushShorthillsAI@users.noreply.github.com>
Co-authored-by: Aashish Saini <141953346+AashishSainiShorthillsAI@users.noreply.github.com>
Co-authored-by: ManpreetShorthillsAI <142380984+ManpreetShorthillsAI@users.noreply.github.com>
Co-authored-by: AryamanJaiswalShorthillsAI <142397527+AryamanJaiswalShorthillsAI@users.noreply.github.com>
Co-authored-by: Adarsh Shrivastav <142413097+AdarshKumarShorthillsAI@users.noreply.github.com>
Co-authored-by: Vishal <141389263+VishalYadavShorthillsAI@users.noreply.github.com>
Co-authored-by: ChetnaGuptaShorthillsAI <142381084+ChetnaGuptaShorthillsAI@users.noreply.github.com>
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Co-authored-by: Lakshya <lakshyagupta87@yahoo.com>
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Co-authored-by: Saransh Sharma <142397365+SaranshSharmaShorthillsAI@users.noreply.github.com>
Co-authored-by: GhayurHamzaShorthillsAI <136243850+GhayurHamzaShorthillsAI@users.noreply.github.com>
Co-authored-by: Puneet Dhiman <142409038+PuneetDhimanShorthillsAI@users.noreply.github.com>
Co-authored-by: Riya Rana <142411643+RiyaRanaShorthillsAI@users.noreply.github.com>
Co-authored-by: Akshay Tripathi <142379735+AkshayTripathiShorthillsAI@users.noreply.github.com>

docs/extras/guides/deployments/template_repos.mdx

@@ -47,13 +47,13 @@ A minimal example on how to deploy LangChain to [Kinsta](https://kinsta.com) usi
 
 A minimal example of how to deploy LangChain to [Fly.io](https://fly.io/) using Flask.
 
-## [Digitalocean App Platform](https://github.com/homanp/digitalocean-langchain)
+## [DigitalOcean App Platform](https://github.com/homanp/digitalocean-langchain)
 
 A minimal example of how to deploy LangChain to DigitalOcean App Platform.
 
 ## [CI/CD Google Cloud Build + Dockerfile + Serverless Google Cloud Run](https://github.com/g-emarco/github-assistant)
 
-Boilerplate LangChain project on how to deploy to Google Cloud Run using Docker with Cloud Build CI/CD pipeline
+Boilerplate LangChain project on how to deploy to Google Cloud Run using Docker with Cloud Build CI/CD pipeline.
 
 ## [Google Cloud Run](https://github.com/homanp/gcp-langchain)
 

docs/extras/integrations/providers/argilla.mdx

@@ -5,7 +5,7 @@
 >[Argilla](https://argilla.io/) is an open-source data curation platform for LLMs.
 > Using Argilla, everyone can build robust language models through faster data curation 
 > using both human and machine feedback. We provide support for each step in the MLOps cycle, 
-> from data labeling to model monitoring.
+> from data labelling to model monitoring.
 
 ## Installation and Setup
 

docs/extras/modules/data_connection/indexing.ipynb

@@ -603,7 +603,7 @@
    "id": "4002a4ac-02dd-4599-9b23-9b59f54237c8",
    "metadata": {},
    "source": [
-    "The metadata attribute contains a filed called `source`. This source should be pointing at the *ultimate* provenance associated with the given document.\n",
+    "The metadata attribute contains a field called `source`. This source should be pointing at the *ultimate* provenance associated with the given document.\n",
     "\n",
     "For example, if these documents are representing chunks of some parent document, the `source` for both documents should be the same and reference the parent document.\n",
     "\n",