docs: run how-to guides in CI (langchain-ai#27615)

Add how-to guides to [Run notebooks
job](https://github.com/langchain-ai/langchain/actions/workflows/run_notebooks.yml)
and fix existing notebooks.

- As with tutorials, cassettes must be updated when HTTP calls in guides
change (by running existing
[script](https://github.com/langchain-ai/langchain/blob/master/docs/scripts/update_cassettes.sh)).
- Cassettes now total ~62mb over 474 files.
- `docs/scripts/prepare_notebooks_for_ci.py` lists a number of notebooks
that do not run (e.g., due to requiring additional infra, slowness,
requiring `input()`, etc.).

.github/workflows/run_notebooks.yml

@@ -8,7 +8,7 @@ on:
         required: false
         default: '3.11'
       working-directory:
-        description: 'Working directory or subset (e.g., docs/docs/tutorials/llm_chain.ipynb)'
+        description: 'Working directory or subset (e.g., docs/docs/tutorials/llm_chain.ipynb or docs/docs/how_to)'
         required: false
         default: 'all'
   schedule:
@@ -33,13 +33,28 @@ jobs:
           working-directory: ${{ inputs.working-directory }}
           cache-key: run-notebooks
 
+      - name: 'Authenticate to Google Cloud'
+        id: 'auth'
+        uses: google-github-actions/auth@v2
+        with:
+          credentials_json: '${{ secrets.GOOGLE_CREDENTIALS }}'
+
+      - name: Configure AWS Credentials
+        uses: aws-actions/configure-aws-credentials@v4
+        with:
+          aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
+          aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
+          aws-region: ${{ secrets.AWS_REGION }}
+
       - name: Install dependencies
         run: |
           poetry install --with dev,test
 
-      - name: Pre-download tiktoken files
+      - name: Pre-download files
         run: |
-          poetry run python docs/scripts/download_tiktoken.py
+          poetry run python docs/scripts/cache_data.py
+          curl -s https://raw.githubusercontent.com/lerocha/chinook-database/master/ChinookDatabase/DataSources/Chinook_Sqlite.sql | sqlite3 docs/docs/how_to/Chinook.db
+          cp docs/docs/how_to/Chinook.db docs/docs/tutorials/Chinook.db
 
       - name: Prepare notebooks
         run: |
@@ -48,9 +63,12 @@ jobs:
       - name: Run notebooks
         env:
           ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+          FIREWORKS_API_KEY: ${{ secrets.FIREWORKS_API_KEY }}
+          GROQ_API_KEY: ${{ secrets.GROQ_API_KEY }}
           MISTRAL_API_KEY: ${{ secrets.MISTRAL_API_KEY }}
           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
           TAVILY_API_KEY: ${{ secrets.TAVILY_API_KEY }}
+          TOGETHER_API_KEY: ${{ secrets.TOGETHER_API_KEY }}
           WORKING_DIRECTORY: ${{ github.event.inputs.working-directory || 'all' }}
         run: |
           ./docs/scripts/execute_notebooks.sh $WORKING_DIRECTORY

docs/cassettes/callbacks_async_2.msgpack.zlib

@@ -0,0 +1 @@
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docs/cassettes/callbacks_attach_2.msgpack.zlib

@@ -0,0 +1 @@
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

docs/cassettes/callbacks_constructor_2.msgpack.zlib

@@ -0,0 +1 @@
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

docs/cassettes/callbacks_runtime_2.msgpack.zlib

@@ -0,0 +1 @@
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docs/cassettes/chat_models_universal_init_067dabee-1050-4110-ae24-c48eba01e13b.msgpack.zlib

@@ -0,0 +1 @@
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docs/cassettes/chat_models_universal_init_321e3036-abd2-4e1f-bcc6-606efd036954.msgpack.zlib

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