From 84c5048cb82c7b8aad763b637c77d0d9777e29ee Mon Sep 17 00:00:00 2001
From: Kanav Bansal <13186335+bansalkanav@users.noreply.github.com>
Date: Mon, 4 Aug 2025 20:21:32 +0530
Subject: [PATCH] fix(docs): correct package names in FeatureTables.js (#32377)
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## **Description:**
Updated incorrect package names in `FeatureTables.js` by replacing
underscores with hyphens to reflect their actual names on PyPI. This
aligns with the actual PyPI package names and prevents potential
confusion or installation issues.

The following package names were corrected:
- `langchain_aws` ➝ `langchain-aws`
- `langchain_community` ➝ `langchain-community`
- `langchain_elasticsearch` ➝ `langchain-elasticsearch`
- `langchain_google_community` ➝ `langchain-google-community`


## **Issue:** N/A
## **Dependencies:** None
## **Twitter handle:** N/A
---
 docs/src/theme/FeatureTables.js | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/docs/src/theme/FeatureTables.js b/docs/src/theme/FeatureTables.js
index 36fafe54594..6d22ff66ae1 100644
--- a/docs/src/theme/FeatureTables.js
+++ b/docs/src/theme/FeatureTables.js
@@ -435,7 +435,7 @@ const FEATURE_TABLES = {
                 selfHost: false,
                 cloudOffering: true,
                 apiLink: "https://python.langchain.com/api_reference/aws/retrievers/langchain_aws.retrievers.bedrock.AmazonKnowledgeBasesRetriever.html",
-                package: "langchain_aws"
+                package: "langchain-aws"
             },
             {
                 name: "AzureAISearchRetriever",
@@ -443,7 +443,7 @@ const FEATURE_TABLES = {
                 selfHost: false,
                 cloudOffering: true,
                 apiLink: "https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.azure_ai_search.AzureAISearchRetriever.html",
-                package: "langchain_community"
+                package: "langchain-community"
             },
             {
                 name: "ElasticsearchRetriever",
@@ -451,7 +451,7 @@ const FEATURE_TABLES = {
                 selfHost: true,
                 cloudOffering: true,
                 apiLink: "https://python.langchain.com/api_reference/elasticsearch/retrievers/langchain_elasticsearch.retrievers.ElasticsearchRetriever.html",
-                package: "langchain_elasticsearch"
+                package: "langchain-elasticsearch"
             },
             {
                 name: "VertexAISearchRetriever",
@@ -459,7 +459,7 @@ const FEATURE_TABLES = {
                 selfHost: false,
                 cloudOffering: true,
                 apiLink: "https://python.langchain.com/api_reference/google_community/vertex_ai_search/langchain_google_community.vertex_ai_search.VertexAISearchRetriever.html",
-                package: "langchain_google_community"
+                package: "langchain-google-community"
             }
         ],
     },
@@ -484,21 +484,21 @@ const FEATURE_TABLES = {
                 link: "arxiv",
                 source: (<>Scholarly articles on <a href="https://arxiv.org/">arxiv.org</a></>),
                 apiLink: "https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.arxiv.ArxivRetriever.html",
-                package: "langchain_community"
+                package: "langchain-community"
             },
             {
                 name: "TavilySearchAPIRetriever",
                 link: "tavily",
                 source: "Internet search",
                 apiLink: "https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.tavily_search_api.TavilySearchAPIRetriever.html",
-                package: "langchain_community"
+                package: "langchain-community"
             },
             {
                 name: "WikipediaRetriever",
                 link: "wikipedia",
                 source: (<><a href="https://www.wikipedia.org/">Wikipedia</a> articles</>),
                 apiLink: "https://python.langchain.com/api_reference/community/retrievers/langchain_community.retrievers.wikipedia.WikipediaRetriever.html",
-                package: "langchain_community"
+                package: "langchain-community"
             }
         ]