adding tutorials to notebook checks (#1747)

* wip

* actually catch errors

* fixing tool-calling-errors and persistence-redis

* poetry changes

* poetry update

* run tutorials

* only tutorials (testing)

* print errors

* rewoo fixes

* remove customer support because of user input

* skip notebooks programatically

* add back how-tos

* remove redundant if

* add cassetes for tutorials

* remove no execution since it is generated by CI,

* remove multi-agent/usaco

* try to run in parallel

* skip notebooks fix

* remove magic/non-magic cells

* msgpack instead of yaml

* prepare_notebooks change

* ignore msgpack for spelling

* use compression for cassettes

* update spell check

* reset poetry changes

* upgrade packages for latest

* no update

* poetry changes

docs/docs/tutorials/introduction.ipynb

@@ -31,8 +31,6 @@
    "source": [
     "%%capture --no-stderr\n",
     "%pip install -U langgraph langsmith\n",
-    "\n",
-    "# Used for this tutorial; not a requirement for LangGraph\n",
     "%pip install -U langchain_anthropic"
    ]
   },

docs/docs/tutorials/storm/storm.ipynb

@@ -52,7 +52,6 @@
    "source": [
     "%%capture --no-stderr\n",
     "%pip install -U langchain_community langchain_openai langgraph wikipedia  scikit-learn  langchain_fireworks\n",
-    "# We use one or the other search engine below\n",
     "%pip install -U duckduckgo tavily-python"
    ]
   },

docs/docs/tutorials/tnt-llm/tnt-llm.ipynb

@@ -44,7 +44,6 @@
    "source": [
     "%%capture --no-stderr\n",
     "%pip install -U langgraph langchain_anthropic langsmith\n",
-    "# For the embedding-based classifier use in phase 2\n",
     "%pip install -U sklearn langchain_openai"
    ]
   },