langchain-ai · dev2049 · May 18, 2023 · May 17, 2023 · May 17, 2023 · May 17, 2023
diff --git a/docs/index.rst b/docs/index.rst
@@ -134,25 +134,24 @@ Reference Docs
    :hidden:
 
    ./reference/installation.md
-   ./reference/integrations.md
    ./reference.rst
 
 
-LangChain Ecosystem
--------------------
+Ecosystem
+------------
 
-| Guides for how other companies/products can be used with LangChain.
+| Guides for how other products can be used with LangChain.
 
-- `LangChain Ecosystem <./ecosystem.html>`_
+- `Integrations <./integrations.html>`_
 
 .. toctree::
-   :maxdepth: 1
+   :maxdepth: 2
    :glob:
    :caption: Ecosystem
    :name: ecosystem
    :hidden:
 
-   ./ecosystem.rst
+   ./integrations.rst
 
 
 Additional Resources

diff --git a/docs/ecosystem.rst → docs/integrations.rst b/docs/ecosystem.rst → docs/integrations.rst
@@ -1,12 +1,13 @@
-LangChain Ecosystem
+Integrations
 ===================
 
-Guides for how other companies/products can be used with LangChain
+LangChain integrates with many LLMs, systems, and products.
 
-Groups
-----------
+Integrations by Module
+--------------------------------
+
+Integrations grouped by the core LangChain module they map to:
 
-LangChain provides integration with many LLMs and systems:
 
 - `LLM Providers <./modules/models/llms/integrations.html>`_
 - `Chat Model Providers <./modules/models/chat/integrations.html>`_
@@ -18,12 +19,15 @@ LangChain provides integration with many LLMs and systems:
 - `Tool Providers <./modules/agents/tools.html>`_
 - `Toolkit Integrations <./modules/agents/toolkits.html>`_
 
-Companies / Products
---------------------
+
+All Integrations
+-------------------------------------------
+
+A comprehensive list of LLMs, systems, and products integrated with LangChain:
 
 
 .. toctree::
    :maxdepth: 1
    :glob:
 
-   ecosystem/*
+   integrations/*
diff --git a/docs/ecosystem/ai21.md → docs/integrations/ai21.md b/docs/ecosystem/ai21.md → docs/integrations/ai21.md
diff --git a/docs/ecosystem/aim_tracking.ipynb → docs/integrations/aim_tracking.ipynb b/docs/ecosystem/aim_tracking.ipynb → docs/integrations/aim_tracking.ipynb
diff --git a/docs/ecosystem/analyticdb.md → docs/integrations/analyticdb.md b/docs/ecosystem/analyticdb.md → docs/integrations/analyticdb.md
diff --git a/docs/ecosystem/anyscale.md → docs/integrations/anyscale.md b/docs/ecosystem/anyscale.md → docs/integrations/anyscale.md
diff --git a/docs/ecosystem/apify.md → docs/integrations/apify.md b/docs/ecosystem/apify.md → docs/integrations/apify.md
diff --git a/docs/ecosystem/atlas.md → docs/integrations/atlas.md b/docs/ecosystem/atlas.md → docs/integrations/atlas.md
diff --git a/docs/ecosystem/bananadev.md → docs/integrations/bananadev.md b/docs/ecosystem/bananadev.md → docs/integrations/bananadev.md
diff --git a/docs/ecosystem/cerebriumai.md → docs/integrations/cerebriumai.md b/docs/ecosystem/cerebriumai.md → docs/integrations/cerebriumai.md
diff --git a/docs/ecosystem/chroma.md → docs/integrations/chroma.md b/docs/ecosystem/chroma.md → docs/integrations/chroma.md
diff --git a/docs/ecosystem/clearml_tracking.ipynb → docs/integrations/clearml_tracking.ipynb b/docs/ecosystem/clearml_tracking.ipynb → docs/integrations/clearml_tracking.ipynb
diff --git a/docs/ecosystem/cohere.md → docs/integrations/cohere.md b/docs/ecosystem/cohere.md → docs/integrations/cohere.md
diff --git a/docs/ecosystem/comet_tracking.ipynb → docs/integrations/comet_tracking.ipynb b/docs/ecosystem/comet_tracking.ipynb → docs/integrations/comet_tracking.ipynb
diff --git a/docs/ecosystem/databerry.md → docs/integrations/databerry.md b/docs/ecosystem/databerry.md → docs/integrations/databerry.md
diff --git a/docs/ecosystem/deepinfra.md → docs/integrations/deepinfra.md b/docs/ecosystem/deepinfra.md → docs/integrations/deepinfra.md
diff --git a/docs/ecosystem/deeplake.md → docs/integrations/deeplake.md b/docs/ecosystem/deeplake.md → docs/integrations/deeplake.md
diff --git a/docs/ecosystem/docugami.md → docs/integrations/docugami.md b/docs/ecosystem/docugami.md → docs/integrations/docugami.md
diff --git a/docs/ecosystem/forefrontai.md → docs/integrations/forefrontai.md b/docs/ecosystem/forefrontai.md → docs/integrations/forefrontai.md
diff --git a/docs/ecosystem/google_search.md → docs/integrations/google_search.md b/docs/ecosystem/google_search.md → docs/integrations/google_search.md
@@ -1,4 +1,4 @@
-# Google Search Wrapper
+# Google Search
 
 This page covers how to use the Google Search API within LangChain.
 It is broken into two parts: installation and setup, and then references to the specific Google Search wrapper.

diff --git a/docs/ecosystem/google_serper.md → docs/integrations/google_serper.md b/docs/ecosystem/google_serper.md → docs/integrations/google_serper.md
@@ -1,4 +1,4 @@
-# Google Serper Wrapper
+# Google Serper
 
 This page covers how to use the [Serper](https://serper.dev) Google Search API within LangChain. Serper is a low-cost Google Search API that can be used to add answer box, knowledge graph, and organic results data from Google Search. 
 It is broken into two parts: setup, and then references to the specific Google Serper wrapper.

diff --git a/docs/ecosystem/gooseai.md → docs/integrations/gooseai.md b/docs/ecosystem/gooseai.md → docs/integrations/gooseai.md
diff --git a/docs/ecosystem/gpt4all.md → docs/integrations/gpt4all.md b/docs/ecosystem/gpt4all.md → docs/integrations/gpt4all.md
diff --git a/docs/ecosystem/graphsignal.md → docs/integrations/graphsignal.md b/docs/ecosystem/graphsignal.md → docs/integrations/graphsignal.md
diff --git a/docs/ecosystem/hazy_research.md → docs/integrations/hazy_research.md b/docs/ecosystem/hazy_research.md → docs/integrations/hazy_research.md
diff --git a/docs/ecosystem/helicone.md → docs/integrations/helicone.md b/docs/ecosystem/helicone.md → docs/integrations/helicone.md
diff --git a/docs/ecosystem/huggingface.md → docs/integrations/huggingface.md b/docs/ecosystem/huggingface.md → docs/integrations/huggingface.md
diff --git a/docs/ecosystem/jina.md → docs/integrations/jina.md b/docs/ecosystem/jina.md → docs/integrations/jina.md
diff --git a/docs/ecosystem/lancedb.md → docs/integrations/lancedb.md b/docs/ecosystem/lancedb.md → docs/integrations/lancedb.md
diff --git a/docs/ecosystem/llamacpp.md → docs/integrations/llamacpp.md b/docs/ecosystem/llamacpp.md → docs/integrations/llamacpp.md
diff --git a/docs/ecosystem/metal.md → docs/integrations/metal.md b/docs/ecosystem/metal.md → docs/integrations/metal.md
diff --git a/docs/ecosystem/milvus.md → docs/integrations/milvus.md b/docs/ecosystem/milvus.md → docs/integrations/milvus.md
diff --git a/docs/ecosystem/mlflow_tracking.ipynb → docs/integrations/mlflow_tracking.ipynb b/docs/ecosystem/mlflow_tracking.ipynb → docs/integrations/mlflow_tracking.ipynb
diff --git a/docs/ecosystem/modal.md → docs/integrations/modal.md b/docs/ecosystem/modal.md → docs/integrations/modal.md
diff --git a/docs/ecosystem/myscale.md → docs/integrations/myscale.md b/docs/ecosystem/myscale.md → docs/integrations/myscale.md
diff --git a/docs/ecosystem/nlpcloud.md → docs/integrations/nlpcloud.md b/docs/ecosystem/nlpcloud.md → docs/integrations/nlpcloud.md
diff --git a/docs/ecosystem/openai.md → docs/integrations/openai.md b/docs/ecosystem/openai.md → docs/integrations/openai.md
diff --git a/docs/ecosystem/opensearch.md → docs/integrations/opensearch.md b/docs/ecosystem/opensearch.md → docs/integrations/opensearch.md
diff --git a/docs/ecosystem/openweathermap.md → docs/integrations/openweathermap.md b/docs/ecosystem/openweathermap.md → docs/integrations/openweathermap.md
diff --git a/docs/ecosystem/petals.md → docs/integrations/petals.md b/docs/ecosystem/petals.md → docs/integrations/petals.md
diff --git a/docs/ecosystem/pgvector.md → docs/integrations/pgvector.md b/docs/ecosystem/pgvector.md → docs/integrations/pgvector.md
diff --git a/docs/ecosystem/pinecone.md → docs/integrations/pinecone.md b/docs/ecosystem/pinecone.md → docs/integrations/pinecone.md
diff --git a/docs/ecosystem/pipelineai.md → docs/integrations/pipelineai.md b/docs/ecosystem/pipelineai.md → docs/integrations/pipelineai.md
diff --git a/docs/ecosystem/predictionguard.md → docs/integrations/predictionguard.md b/docs/ecosystem/predictionguard.md → docs/integrations/predictionguard.md
diff --git a/docs/ecosystem/promptlayer.md → docs/integrations/promptlayer.md b/docs/ecosystem/promptlayer.md → docs/integrations/promptlayer.md
diff --git a/docs/ecosystem/qdrant.md → docs/integrations/qdrant.md b/docs/ecosystem/qdrant.md → docs/integrations/qdrant.md
diff --git a/docs/ecosystem/rebuff.ipynb → docs/integrations/rebuff.ipynb b/docs/ecosystem/rebuff.ipynb → docs/integrations/rebuff.ipynb
diff --git a/docs/ecosystem/redis.md → docs/integrations/redis.md b/docs/ecosystem/redis.md → docs/integrations/redis.md
diff --git a/docs/ecosystem/replicate.md → docs/integrations/replicate.md b/docs/ecosystem/replicate.md → docs/integrations/replicate.md
diff --git a/docs/ecosystem/runhouse.md → docs/integrations/runhouse.md b/docs/ecosystem/runhouse.md → docs/integrations/runhouse.md
diff --git a/docs/ecosystem/rwkv.md → docs/integrations/rwkv.md b/docs/ecosystem/rwkv.md → docs/integrations/rwkv.md
diff --git a/docs/ecosystem/searx.md → docs/integrations/searx.md b/docs/ecosystem/searx.md → docs/integrations/searx.md
diff --git a/docs/ecosystem/serpapi.md → docs/integrations/serpapi.md b/docs/ecosystem/serpapi.md → docs/integrations/serpapi.md
diff --git a/docs/ecosystem/stochasticai.md → docs/integrations/stochasticai.md b/docs/ecosystem/stochasticai.md → docs/integrations/stochasticai.md
diff --git a/docs/ecosystem/tair.md → docs/integrations/tair.md b/docs/ecosystem/tair.md → docs/integrations/tair.md
diff --git a/docs/ecosystem/unstructured.md → docs/integrations/unstructured.md b/docs/ecosystem/unstructured.md → docs/integrations/unstructured.md
diff --git a/docs/ecosystem/wandb_tracking.ipynb → docs/integrations/wandb_tracking.ipynb b/docs/ecosystem/wandb_tracking.ipynb → docs/integrations/wandb_tracking.ipynb
diff --git a/docs/ecosystem/weaviate.md → docs/integrations/weaviate.md b/docs/ecosystem/weaviate.md → docs/integrations/weaviate.md
diff --git a/docs/ecosystem/wolfram_alpha.md → docs/integrations/wolfram_alpha.md b/docs/ecosystem/wolfram_alpha.md → docs/integrations/wolfram_alpha.md
diff --git a/docs/ecosystem/writer.md → docs/integrations/writer.md b/docs/ecosystem/writer.md → docs/integrations/writer.md
diff --git a/docs/ecosystem/yeagerai.md → docs/integrations/yeagerai.md b/docs/ecosystem/yeagerai.md → docs/integrations/yeagerai.md
diff --git a/docs/ecosystem/zilliz.md → docs/integrations/zilliz.md b/docs/ecosystem/zilliz.md → docs/integrations/zilliz.md
diff --git a/docs/modules/agents/tools/getting_started.md b/docs/modules/agents/tools/getting_started.md
@@ -118,7 +118,7 @@ Below is a list of all supported tools and relevant information:
 - Notes: Uses the Google Custom Search API
 - Requires LLM: No
 - Extra Parameters: `google_api_key`, `google_cse_id`
-- For more information on this, see [this page](../../../ecosystem/google_search.md)
+- For more information on this, see [this page](../../../integrations/google_search.md)
 
 **searx-search**
 
@@ -135,7 +135,7 @@ Below is a list of all supported tools and relevant information:
 - Notes: Calls the [serper.dev](https://serper.dev) Google Search API and then parses results.
 - Requires LLM: No
 - Extra Parameters: `serper_api_key`
-- For more information on this, see [this page](../../../ecosystem/google_serper.md)
+- For more information on this, see [this page](../../../integrations/google_serper.md)
 
 **wikipedia**
 

diff --git a/docs/reference/integrations.md b/docs/reference/integrations.md
diff --git a/langchain/schema.py b/langchain/schema.py
@@ -315,7 +315,7 @@ class BaseOutputParser(BaseModel, ABC, Generic[T]):
     def parse(self, text: str) -> T:
         """Parse the output of an LLM call.
 
-        A method which takes in a string (assumed output of language model )
+        A method which takes in a string (assumed output of a language model )
         and parses it into some structure.
 
         Args:

diff --git a/langchain/utilities/searx_search.py b/langchain/utilities/searx_search.py
@@ -7,7 +7,7 @@
 <https://github.com/dewitt/opensearch/blob/master/opensearch-1-1-draft-6.md>`_
 specification.
 
-More detailes on the installtion instructions `here. <../../ecosystem/searx.html>`_
+More detailes on the installtion instructions `here. <../../integrations/searx.html>`_
 
 For the search API refer to https://docs.searxng.org/dev/search_api.html