🔧 chore(chains.mdx): add import statement for Admonition component to improve code organization and readability

🔧 chore(chains.mdx): fix formatting and indentation for better code readability
🔧 chore(chains.mdx): update verbose parameter description to improve clarity
🔧 chore(chains.mdx): fix formatting and indentation for better code readability
🔧 chore(chains.mdx): update verbose parameter description to improve clarity
🔧 chore(chains.mdx): fix formatting and indentation for better code readability
🔧 chore(chains.mdx): update verbose parameter description to improve clarity
🔧 chore(chains.mdx): fix formatting and indentation for better code readability
🔧 chore(chains.mdx): update verbose parameter description to improve clarity
🔧 chore(chains.mdx): fix formatting and indentation for better code readability
🔧 chore(chains.mdx): update verbose parameter description to improve clarity
🔧 chore(chains.mdx): fix formatting and indentation for better code readability
🔧 chore(chains.mdx): update verbose parameter description to improve clarity
🔧 chore(chains.mdx): fix formatting and indentation for better code readability
🔧 chore(chains.mdx): update verbose parameter description to improve clarity
🔧 chore(chains.mdx): fix formatting and indentation for better code readability
🔧 chore(chains.mdx): update verbose parameter description to improve clarity
🔧 chore(chains.mdx): fix formatting and indentation for better code readability
🔧 chore(chains.mdx): update verbose parameter description to improve clarity
🔧 chore(chains.mdx): fix formatting and indentation for better code readability
🔧 chore(chains.mdx): update verbose parameter description to improve clarity
🔧 chore(chains.mdx): fix formatting and indentation for better code readability
🔧 chore(chains.mdx): update verbose parameter description to improve clarity
🔧 chore(chains.mdx): fix formatting and indentation for better code readability
🔧 chore(chains.mdx): update verbose parameter description to improve clarity
🔧 chore(chains.mdx): fix formatting and indentation for better code readability
🔧 chore(chains.mdx): update verbose parameter description to improve clarity
🔧 chore(chains.mdx): fix formatting and indentation for better code readability
🔧

📝 chore(docs): update import statements for Admonition component in examples

📝 chore(docs): update link in Prompts component to use Admonition component

📝 chore(docs): update import statements for Admonition component in examples

📝 chore(docs): update link in Conversation Chain component to use Admonition component

📝 chore(docs): update import statements for Admonition component in examples

📝 chore(docs): update link in CSV Loader component to use Admonition component

📝 chore(docs): update import statements for Admonition component in examples

📝 chore(docs): update link in MidJourney Prompt Chain component to use Admonition component

📝 chore(docs): update import statements for Admonition component in examples

📝 chore(docs): update link in Multiple Vector Stores component to use Admonition component

📝 docs(examples/python-function.mdx): add import statement for Admonition component
📝 docs(examples/python-function.mdx): improve readability of tip admonition by breaking lines
📝 docs(examples/python-function.mdx): improve readability of info admonition by breaking lines
📝 docs(examples/serp-api-tool.mdx): add import statement for Admonition component
📝 docs(examples/serp-api-tool.mdx): improve readability of info admonition by breaking lines
📝 docs(guidelines/features.mdx): add import statement for Admonition component
📝 docs(guidelines/features.mdx): improve readability of caution admonition by breaking lines

docs/docs/examples/conversation-chain.mdx

@@ -1,10 +1,14 @@
+import Admonition from "@theme/Admonition";
+
 # Conversation Chain
 
 This example shows how to instantiate a simple `ConversationChain` component using a Language Model (LLM). Once the Node Status turns green 🟢, the chat will be ready to take in user messages. Here, we used `ChatOpenAI` to act as the required LLM input, but you can use any LLM for this purpose.
 
-:::info
+<Admonition type="info">
+
 Make sure to always get the API key from the provider.
-:::
+
+</Admonition>
 
 ## ⛓️ Langflow Example
 
@@ -21,8 +25,9 @@ import ZoomableImage from "/src/theme/ZoomableImage.js";
 
 #### <a target="\_blank" href="json_files/Basic_Chat.json" download>Download Flow</a>
 
-:::note LangChain Components 🦜🔗
+<Admonition type="note" title="LangChain Components 🦜🔗">
 
 - [`ConversationChain`](https://python.langchain.com/docs/modules/chains/)
 - [`ChatOpenAI`](https://python.langchain.com/docs/modules/model_io/models/chat/integrations/openai)
-  :::
+
+</Admonition>