docs[patch]: Add search keyword, update contribution guide (#23602)

CC @vbarda @hinthornw

docs/docs/concepts.mdx

@@ -89,7 +89,7 @@ With LCEL, **all** steps are automatically logged to [LangSmith](https://docs.sm
 Any chain created with LCEL can be easily deployed using [LangServe](/docs/langserve).
 
 ### Runnable interface
-<span data-heading-keywords="invoke"></span>
+<span data-heading-keywords="invoke,runnable"></span>
 
 To make it as easy as possible to create custom chains, we've implemented a ["Runnable"](https://api.python.langchain.com/en/stable/runnables/langchain_core.runnables.base.Runnable.html#langchain_core.runnables.base.Runnable) protocol. Many LangChain components implement the `Runnable` protocol, including chat models, LLMs, output parsers, retrievers, prompt templates, and more. There are also several useful primitives for working with runnables, which you can read about below.
 

docs/docs/contributing/documentation/style_guide.mdx

@@ -18,10 +18,10 @@ Under this framework, all documentation falls under one of four categories: [Tut
 ### Tutorials
 
 Tutorials are lessons that take the reader through a practical activity. Their purpose is to help the user
-gain understanding of concepts and how they interact by showing one way to achieve some goal in a hands-on way. They should not cover
+gain understanding of concepts and how they interact by showing one way to achieve some goal in a hands-on way. They should **avoid** giving
-multiple permutations of ways to achieve that goal in-depth, and the end result of a tutorial does not need to
+multiple permutations of ways to achieve that goal in-depth. Instead, it should guide a new user through a recommended path to accomplishing the tutorial's goal. While the end result of a tutorial does not necessarily need to
-be completely production-ready against all cases. Information on how to address additional scenarios
+be completely production-ready, it should be useful and practically satisfy the the goal that you clearly stated in the tutorial's introduction. Information on how to address additional scenarios
-can occur in how-to guides.
+belongs in how-to guides.
 
 To quote the Diataxis website:
 
@@ -36,17 +36,17 @@ Some examples include:
   
 Here are some high-level tips on writing a good tutorial:
 
-- Focus on guiding the user to get something done, but keep in mind the end-goal is more to impart principles than to create a perfect production system
+- Focus on guiding the user to get something done, but keep in mind the end-goal is more to impart principles than to create a perfect production system.
-- Be specific, not abstract and follow one path
+- Be specific, not abstract and follow one path.
-  - No need to go deeply into alternative approaches, but it’s ok to reference them, ideally with a link to an appropriate how-to guide
+  - No need to go deeply into alternative approaches, but it’s ok to reference them, ideally with a link to an appropriate how-to guide.
-- Get "a point on the board" as soon as possible - something the user can run that outputs something
+- Get "a point on the board" as soon as possible - something the user can run that outputs something.
-  - You can iterate and expand afterwards
+  - You can iterate and expand afterwards.
-  - Try to frequently checkpoint at given steps where the user can run code and see progress
+  - Try to frequently checkpoint at given steps where the user can run code and see progress.
-- Focus on results, not technical explanation
+- Focus on results, not technical explanation.
-  - Crosslink heavily to appropriate conceptual/reference pages
+  - Crosslink heavily to appropriate conceptual/reference pages.
-- The first time you mention a LangChain concept, use its full name (e.g. "LangChain Expression Language (LCEL)"), and link to its conceptual/other documentation page
+- The first time you mention a LangChain concept, use its full name (e.g. "LangChain Expression Language (LCEL)"), and link to its conceptual/other documentation page.
-  - It's also helpful to add a prerequisite callout that links to any pages with necessary background information
+  - It's also helpful to add a prerequisite callout that links to any pages with necessary background information.
-- End with a recap/next steps section summarizing what the tutorial covered and future reading, such as related how-to guides
+- End with a recap/next steps section summarizing what the tutorial covered and future reading, such as related how-to guides.
   
 ### How-to guides
 
@@ -66,20 +66,21 @@ Some examples include:
 
 Here are some high-level tips on writing a good how-to guide:
 
-- Clearly explain what you are guiding the user through at the start
+- Clearly explain what you are guiding the user through at the start.
-- Assume higher intent than a tutorial and show what the user needs to do to get that task done
+- Assume higher intent than a tutorial and show what the user needs to do to get that task done.
-- Assume familiarity of concepts, but explain why suggested actions are helpful
+- Assume familiarity of concepts, but explain why suggested actions are helpful.
-  - Crosslink heavily to conceptual/reference pages
+  - Crosslink heavily to conceptual/reference pages.
-- Discuss alternatives and responses to real-world tradeoffs that may arise when solving a problem
+- Discuss alternatives and responses to real-world tradeoffs that may arise when solving a problem.
-- Use lots of example code
+- Use lots of example code.
-- End with a recap/next steps section summarizing what the tutorial covered and future reading, such as other related how-to guides
+  - Prefer full code blocks that the reader can copy and run.
+- End with a recap/next steps section summarizing what the tutorial covered and future reading, such as other related how-to guides.
 
 ### Conceptual guide
 
 LangChain's conceptual guide falls under the **Explanation** quadrant of Diataxis. They should cover LangChain terms and concepts
 in a more abstract way than how-to guides or tutorials, and should be geared towards curious users interested in
-gaining a deeper understanding of the framework. There should be few, if any, concrete code examples. The goal here is to
+gaining a deeper understanding of the framework. Try to avoid excessively large code examples - the goal here is to
-impart perspective to the user rather than to finish a practical project.
+impart perspective to the user rather than to finish a practical project. These guides should cover **why** things work they way they do.
 
 This guide on documentation style is meant to fall under this category.