WIP 10/14 ref work

.github/ISSUE_TEMPLATE/04-langchain-labs.yml

@@ -0,0 +1,36 @@
+name: LangChain Labs Documentation
+description: Report an issue related to the LangChain Labs documentation.
+title: "[langchain-labs]: <Please write a comprehensive title>"
+labels: [langchain-labs]
+
+body:
+  - type: dropdown
+    attributes:
+      label: "Type of issue"
+      description: "What type of documentation issue are you reporting?"
+      options:
+        - issue / bug
+        - request for content
+        - question
+        - other
+      default: 0
+    validations:
+      required: true
+  - type: dropdown
+    attributes:
+      label: "Language"
+      description: "What language is the documentation issue related to?"
+      options:
+        - Python
+        - JavaScript
+        - N/A
+      default: 0
+  - type: textarea
+    attributes:
+      label: "Description"
+      description: >
+        Please describe your issue, content request, or question in detail.
+        If reporting an issue with current documentation, please include a reference
+        to the specific document/code you're referring to.
+    validations:
+      required: true

.github/ISSUE_TEMPLATE/05-reference-docs.yml

@@ -0,0 +1,54 @@
+name: Reference Documentation
+description: Report an issue related to API reference documentation.
+title: "[reference]: <Please write a comprehensive title>"
+labels: [reference]
+
+body:
+  - type: dropdown
+    attributes:
+      label: "Type of issue"
+      description: "What type of reference documentation issue are you reporting?"
+      options:
+        - issue / bug
+        - missing documentation
+        - incorrect type signature
+        - outdated/deprecated content
+        - other
+      default: 0
+    validations:
+      required: true
+  - type: dropdown
+    attributes:
+      label: "Language"
+      description: "What language is the reference documentation issue related to?"
+      options:
+        - Python
+        - JavaScript
+        - N/A
+      default: 0
+    validations:
+      required: true
+  - type: dropdown
+    attributes:
+      label: "Product"
+      description: "Which product's reference docs is this issue related to?"
+      options:
+        - LangChain
+        - LangGraph
+        - LangSmith
+        - Other
+      default: 0
+  - type: input
+    attributes:
+      label: "Link to reference page"
+      description: "URL to the specific reference page with the issue (if applicable)"
+  - type: textarea
+    attributes:
+      label: "Description"
+      description: >
+        Please describe your issue in detail.
+        For missing documentation, specify the class/method/function that needs documentation.
+        For incorrect signatures, provide the expected vs. actual signature.
+        For bugs, include what you expected to see vs. what you actually see.
+    validations:
+      required: true

reference/python/README.md

@@ -35,6 +35,7 @@ This site is currently being migrated from a previous Sphinx-based implementatio
 - [ ] Fix `navigation.path` feature/plugin in `mkdocs.yml` not working
 - [ ] Resolve Griffe errors
 - [ ] Set up CI to fail on unexpected Griffe warnings
+- [ ] "Module last updated" auto-generation for module pages using source file commit timestamps or the MkDocs plugin [git-revision-date-localized](https://github.com/timvink/mkdocs-git-revision-date-localized-plugin)
 - [ ] Fix search magnifying glass icon color in dark mode
 - [ ] Copy page support (need to add a post-processing step to generate markdown files to serve alongside the API reference docs)
 - [ ] Language switcher (JS/TS)

reference/python/docs/index.md

@@ -5,7 +5,7 @@ title: LangChain Python Reference
 Welcome to the [LangChain](https://langchain.com) Python reference documentation! These pages detail the core interfaces you will use when building applications with LangChain and LangGraph. Each section covers a different part of the ecosystem
 
 !!! warning "Work in progress"
-    This site is a work in progress. If you have any suggestions or find any issues, please [open an issue on GitHub](https://github.com/langchain-ai/docs/issues).
+    This site is a work in progress. If you have any suggestions or find any issues, please [open an issue on GitHub](https://github.com/langchain-ai/docs/issues/new?template=06-reference-docs.yml).
 
 !!! note "Reference docs"
     This site contains **Python reference documentation**. You can find **conceptual guides, tutorials, and more** in the [main LangChain documentation site](https://docs.langchain.com).
@@ -15,5 +15,5 @@ Welcome to the [LangChain](https://langchain.com) Python reference documentation
 !!! info "Looking for legacy docs?"
     Legacy docs and API references are available for:
 
-    - [LangChain](https://python.langchain.com/).
-    - [LangGraph](https://langchain-ai.github.io/langgraph/).
+    - [LangChain](https://python.langchain.com/)
+    - [LangGraph](https://langchain-ai.github.io/langgraph/)

reference/python/docs/integrations/langchain_anthropic.md

@@ -4,4 +4,8 @@ title: Anthropic - LangChain Integration Reference
 
 # :simple-claude:{ .lg .middle } `langchain-anthropic`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-anthropic?label=%20)](https://pypi.org/project/langchain-anthropic/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-anthropic)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-anthropic)](https://pypistats.org/packages/langchain-anthropic)
+
 ::: langchain_anthropic

reference/python/docs/integrations/langchain_astradb.md

@@ -4,4 +4,8 @@ title: AstraDB - LangChain Integration Reference
 
 # :simple-datastax:{ .lg .middle } `langchain-astradb`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-astradb?label=%20)](https://pypi.org/project/langchain-astradb/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-astradb)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-astradb)](https://pypistats.org/packages/langchain-astradb)
+
 ::: langchain_astradb

reference/python/docs/integrations/langchain_aws.md

@@ -4,4 +4,8 @@ title: AWS - LangChain Integration Reference
 
 # :material-aws:{ .lg .middle } `langchain-aws`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-aws?label=%20)](https://pypi.org/project/langchain-aws/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-aws)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-aws)](https://pypistats.org/packages/langchain-aws)
+
 ::: langchain_aws

reference/python/docs/integrations/langchain_azure_ai.md

@@ -4,4 +4,8 @@ title: Azure AI - LangChain Integration Reference
 
 # :material-microsoft-azure:{ .lg .middle } `langchain-azure-ai`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-azure-ai?label=%20)](https://pypi.org/project/langchain-azure-ai/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-azure-ai)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-azure-ai)](https://pypistats.org/packages/langchain-azure-ai)
+
 This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/azure_ai/index.html).

reference/python/docs/integrations/langchain_azure_dynamic_sessions.md

@@ -4,4 +4,8 @@ title: Azure Dynamic Sessions - LangChain Integration Reference
 
 # :material-microsoft-azure:{ .lg .middle } `langchain-azure-dynamic-sessions`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-azure-dynamic-sessions?label=%20)](https://pypi.org/project/langchain-azure-dynamic-sessions/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-azure-dynamic-sessions)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-azure-dynamic-sessions)](https://pypistats.org/packages/langchain-azure-dynamic-sessions)
+
 This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/azure_dynamic_sessions/index.html).

reference/python/docs/integrations/langchain_cerebras.md

@@ -4,4 +4,8 @@ title: Cerebras - LangChain Integration Reference
 
 # `langchain-cerebras`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-cerebras?label=%20)](https://pypi.org/project/langchain-cerebras/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-cerebras)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-cerebras)](https://pypistats.org/packages/langchain-cerebras)
+
 This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/cerebras/index.html).

reference/python/docs/integrations/langchain_chroma.md

@@ -4,4 +4,8 @@ title: Chroma - LangChain Integration Reference
 
 # `langchain-chroma`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-chroma?label=%20)](https://pypi.org/project/langchain-chroma/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-chroma)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-chroma)](https://pypistats.org/packages/langchain-chroma)
+
 ::: langchain_chroma

reference/python/docs/integrations/langchain_cohere.md

@@ -4,4 +4,8 @@ title: Cohere - LangChain Integration Reference
 
 # `langchain-cohere`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-cohere?label=%20)](https://pypi.org/project/langchain-cohere/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-cohere)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-cohere)](https://pypistats.org/packages/langchain-cohere)
+
 This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/cohere/index.html).

reference/python/docs/integrations/langchain_db2.md

@@ -4,4 +4,8 @@ title: Db2 - LangChain Integration Reference
 
 # `langchain-db2`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-db2?label=%20)](https://pypi.org/project/langchain-db2/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-db2)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-db2)](https://pypistats.org/packages/langchain-db2)
+
 This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/db2/index.html).

reference/python/docs/integrations/langchain_deepseek.md

@@ -4,4 +4,8 @@ title: DeepSeek - LangChain Integration Reference
 
 # `langchain-deepseek`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-deepseek?label=%20)](https://pypi.org/project/langchain-deepseek/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-deepseek)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-deepseek)](https://pypistats.org/packages/langchain-deepseek)
+
 ::: langchain_deepseek

reference/python/docs/integrations/langchain_elasticsearch.md

@@ -4,4 +4,8 @@ title: Elasticsearch - LangChain Integration Reference
 
 # :simple-elasticsearch:{ .lg .middle } `langchain-elasticsearch`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-elasticsearch?label=%20)](https://pypi.org/project/langchain-elasticsearch/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-elasticsearch)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-elasticsearch)](https://pypistats.org/packages/langchain-elasticsearch)
+
 This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/elasticsearch/index.html).

reference/python/docs/integrations/langchain_exa.md

@@ -4,4 +4,8 @@ title: Exa - LangChain Integration Reference
 
 # `langchain-exa`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-exa?label=%20)](https://pypi.org/project/langchain-exa/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-exa)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-exa)](https://pypistats.org/packages/langchain-exa)
+
 ::: langchain_exa

reference/python/docs/integrations/langchain_fireworks.md

@@ -4,4 +4,8 @@ title: Fireworks - LangChain Integration Reference
 
 # `langchain-fireworks`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-fireworks?label=%20)](https://pypi.org/project/langchain-fireworks/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-fireworks)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-fireworks)](https://pypistats.org/packages/langchain-fireworks)
+
 ::: langchain_fireworks

reference/python/docs/integrations/langchain_google_community.md

@@ -4,4 +4,8 @@ title: Google (Community) - LangChain Integration Reference
 
 # `langchain-google-community`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-google-community?label=%20)](https://pypi.org/project/langchain-google-community/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-google-community)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-google-community)](https://pypistats.org/packages/langchain-google-community)
+
 ::: langchain_google_community

reference/python/docs/integrations/langchain_google_genai.md

@@ -4,4 +4,8 @@ title: Google (GenAI) - LangChain Integration Reference
 
 # :simple-googlegemini:{ .lg .middle } `langchain-google-genai`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-google-genai?label=%20)](https://pypi.org/project/langchain-google-genai/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-google-genai)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-google-genai)](https://pypistats.org/packages/langchain-google-genai)
+
 ::: langchain_google_genai

reference/python/docs/integrations/langchain_google_vertexai.md

@@ -4,4 +4,8 @@ title: Google (VertexAI) - LangChain Integration Reference
 
 # :simple-googlecloud:{ .lg .middle } `langchain-google-vertexai`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-google-vertexai?label=%20)](https://pypi.org/project/langchain-google-vertexai/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-google-vertexai)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-google-vertexai)](https://pypistats.org/packages/langchain-google-vertexai)
+
 ::: langchain_google_vertexai

reference/python/docs/integrations/langchain_groq.md

@@ -4,4 +4,8 @@ title: Groq - LangChain Integration Reference
 
 # `langchain-groq`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-groq?label=%20)](https://pypi.org/project/langchain-groq/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-groq)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-groq)](https://pypistats.org/packages/langchain-groq)
+
 ::: langchain_groq

reference/python/docs/integrations/langchain_huggingface.md

@@ -4,4 +4,8 @@ title: HuggingFace - LangChain Integration Reference
 
 # :simple-huggingface:{ .lg .middle } `langchain-huggingface`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-huggingface?label=%20)](https://pypi.org/project/langchain-huggingface/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-huggingface)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-huggingface)](https://pypistats.org/packages/langchain-huggingface)
+
 This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/huggingface/index.html).

reference/python/docs/integrations/langchain_ibm.md

@@ -4,4 +4,8 @@ title: IBM - LangChain Integration Reference
 
 # `langchain-ibm`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-ibm?label=%20)](https://pypi.org/project/langchain-ibm/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-ibm)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-ibm)](https://pypistats.org/packages/langchain-ibm)
+
 This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/ibm/index.html).

reference/python/docs/integrations/langchain_milvus.md

@@ -4,4 +4,8 @@ title: Milvus - LangChain Integration Reference
 
 # :simple-milvus:{ .lg .middle } `langchain-milvus`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-milvus?label=%20)](https://pypi.org/project/langchain-milvus/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-milvus)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-milvus)](https://pypistats.org/packages/langchain-milvus)
+
 This package ref has not yet been migrated to v1.

reference/python/docs/integrations/langchain_mistralai.md

@@ -4,4 +4,8 @@ title: MistralAI - LangChain Integration Reference
 
 # :simple-mistralai:{ .lg .middle } `langchain-mistralai`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-mistralai?label=%20)](https://pypi.org/project/langchain-mistralai/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-mistralai)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-mistralai)](https://pypistats.org/packages/langchain-mistralai)
+
 This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/mistralai/index.html).

reference/python/docs/integrations/langchain_mongodb.md

@@ -4,4 +4,8 @@ title: MongoDB - LangChain Integration Reference
 
 # :simple-mongodb:{ .lg .middle } `langchain-mongodb`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-mongodb?label=%20)](https://pypi.org/project/langchain-mongodb/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-mongodb)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-mongodb)](https://pypistats.org/packages/langchain-mongodb)
+
 ::: langchain_mongodb

reference/python/docs/integrations/langchain_neo4j.md

@@ -4,4 +4,8 @@ title: Neo4J - LangChain Integration Reference
 
 # :simple-neo4j:{ .lg .middle } `langchain-neo4j`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-neo4j?label=%20)](https://pypi.org/project/langchain-neo4j/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-neo4j)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-neo4j)](https://pypistats.org/packages/langchain-neo4j)
+
 This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/neo4j/index.html).

reference/python/docs/integrations/langchain_nomic.md

@@ -4,4 +4,8 @@ title: Nomic - LangChain Integration Reference
 
 # `langchain-nomic`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-nomic?label=%20)](https://pypi.org/project/langchain-nomic/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-nomic)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-nomic)](https://pypistats.org/packages/langchain-nomic)
+
 ::: langchain_nomic

reference/python/docs/integrations/langchain_nvidia_ai_endpoints.md

@@ -4,4 +4,8 @@ title: Nvidia AI Endpoints - LangChain Integration Reference
 
 # :simple-nvidia:{ .lg .middle } `langchain-nvidia-ai-endpoints`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-nvidia-ai-endpoints?label=%20)](https://pypi.org/project/langchain-nvidia-ai-endpoints/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-nvidia-ai-endpoints)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-nvidia-ai-endpoints)](https://pypistats.org/packages/langchain-nvidia-ai-endpoints)
+
 This package ref has not yet been migrated to v1. See the [old ref](https://python.langchain.com/api_reference/nvidia_ai_endpoints/index.html).

reference/python/docs/integrations/langchain_ollama.md

@@ -4,4 +4,8 @@ title: Ollama - LangChain Integration Reference
 
 # :simple-ollama:{ .lg .middle } `langchain-ollama`
 
+[![PyPI - Version](https://img.shields.io/pypi/v/langchain-ollama?label=%20)](https://pypi.org/project/langchain-ollama/#history)
+[![PyPI - License](https://img.shields.io/pypi/l/langchain-ollama)](https://opensource.org/licenses/MIT)
+[![PyPI - Downloads](https://img.shields.io/pepy/dt/langchain-ollama)](https://pypistats.org/packages/langchain-ollama)
+
 ::: langchain_ollama