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fix(docs): fix broken links (#32083)

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Mason Daugherty 2025-07-17 10:38:51 -04:00 committed by GitHub
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10
docs/docs/integrations/text_embedding/ai21.ipynb
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@ -17,9 +17,9 @@
"source": [ "source": [
"# AI21Embeddings\n", "# AI21Embeddings\n",
"\n", "\n",
":::caution This service is deprecated. :::\n", ":::caution This service is deprecated.\n",
"\n", "\n",
"This will help you get started with AI21 embedding models using LangChain. For detailed documentation on `AI21Embeddings` features and configuration options, please refer to the [API reference](https://python.langchain.com/api_reference/ai21/embeddings/langchain_ai21.embeddings.AI21Embeddings.html).\n", "This will help you get started with AI21 embedding models using LangChain. For detailed documentation on `AI21Embeddings` features and configuration options, please refer to the [API reference](https://python.langchain.com/api_reference/ai21/index.html).\n",
"\n", "\n",
"## Overview\n", "## Overview\n",
"### Integration details\n", "### Integration details\n",
@ -55,7 +55,9 @@
"cell_type": "markdown", "cell_type": "markdown",
"id": "c84fb993", "id": "c84fb993",
"metadata": {}, "metadata": {},
"source": "To enable automated tracing of your model calls, set your [LangSmith](https://docs.smith.langchain.com/) API key:" "source": [
"To enable automated tracing of your model calls, set your [LangSmith](https://docs.smith.langchain.com/) API key:"
]
}, },
{ {
"cell_type": "code", "cell_type": "code",
@ -123,7 +125,7 @@
"source": [ "source": [
"## Indexing and Retrieval\n", "## Indexing and Retrieval\n",
"\n", "\n",
"Embedding models are often used in retrieval-augmented generation (RAG) flows, both as part of indexing data as well as later retrieving it. For more detailed instructions, please see our [RAG tutorials](/docs/tutorials/).\n", "Embedding models are often used in retrieval-augmented generation (RAG) flows, both as part of indexing data as well as later retrieving it. For more detailed instructions, please see our [RAG tutorials](/docs/tutorials/rag/).\n",
"\n", "\n",
"Below, see how to index and retrieve data using the `embeddings` object we initialized above. In this example, we will index and retrieve a sample document in the `InMemoryVectorStore`." "Below, see how to index and retrieve data using the `embeddings` object we initialized above. In this example, we will index and retrieve a sample document in the `InMemoryVectorStore`."
] ]

110
docs/src/theme/FeatureTables.js
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@ -253,12 +253,16 @@ const FEATURE_TABLES = {
llms: { llms: {
link: "/docs/integrations/llms", link: "/docs/integrations/llms",
columns: [ columns: [
{title: "Provider", formatter: (item) => <a href={ {
title: "Provider", formatter: (item) => <a href={
item.link item.link
}>{item.name}</a>}, }>{item.name}</a>
{title: "Package", formatter: (item) => <a href={ },
{
title: "Package", formatter: (item) => <a href={
item.apiLink item.apiLink
}>{item.package}</a>}, }>{item.package}</a>
},
], ],
items: [ items: [
{ {
@ -348,12 +352,6 @@ const FEATURE_TABLES = {
package: "langchain-ollama", package: "langchain-ollama",
apiLink: "https://python.langchain.com/api_reference/ollama/embeddings/langchain_ollama.embeddings.OllamaEmbeddings.html" apiLink: "https://python.langchain.com/api_reference/ollama/embeddings/langchain_ollama.embeddings.OllamaEmbeddings.html"
}, },
{
name: "AI21",
link: "/docs/integrations/text_embedding/ai21",
package: "langchain-ai21",
apiLink: "https://python.langchain.com/api_reference/ai21/embeddings/langchain_ai21.embeddings.AI21Embeddings.html"
},
{ {
name: "Fake", name: "Fake",
link: "/docs/integrations/text_embedding/fake", link: "/docs/integrations/text_embedding/fake",
@ -394,7 +392,7 @@ const FEATURE_TABLES = {
name: "Cohere", name: "Cohere",
link: "/docs/integrations/text_embedding/cohere", link: "/docs/integrations/text_embedding/cohere",
package: "langchain-cohere", package: "langchain-cohere",
apiLink: "https://python.langchain.com/api_reference/cohere/embeddings/langchain_cohere.embeddings.CohereEmbeddings.html" apiLink: "https://python.langchain.com/api_reference/community/llms/langchain_community.llms.cohere.Cohere.html"
}, },
{ {
name: "Nomic", name: "Nomic",
@ -408,12 +406,6 @@ const FEATURE_TABLES = {
package: "databricks-langchain", package: "databricks-langchain",
apiLink: "https://api-docs.databricks.com/python/databricks-ai-bridge/latest/databricks_langchain.html#databricks_langchain.DatabricksEmbeddings" apiLink: "https://api-docs.databricks.com/python/databricks-ai-bridge/latest/databricks_langchain.html#databricks_langchain.DatabricksEmbeddings"
}, },
{
name: "VoyageAI",
link: "/docs/integrations/text_embedding/voyageai",
package: "langchain-voyageai",
apiLink: "https://python.langchain.com/api_reference/voyageai/embeddings/langchain_voyageai.embeddings.VoyageAIEmbeddings.html"
},
{ {
name: "IBM", name: "IBM",
link: "/docs/integrations/text_embedding/ibm_watsonx", link: "/docs/integrations/text_embedding/ibm_watsonx",
@ -474,13 +466,17 @@ const FEATURE_TABLES = {
external_retrievers: { external_retrievers: {
link: 'docs/integrations/retrievers', link: 'docs/integrations/retrievers',
columns: [ columns: [
{title: "Retriever", formatter: (item) => <a href={ {
title: "Retriever", formatter: (item) => <a href={
item.link item.link
}>{item.name}</a>}, }>{item.name}</a>
},
{ title: "Source", formatter: (item) => item.source }, { title: "Source", formatter: (item) => item.source },
{title: "Package", formatter: (item) => <a href={ {
title: "Package", formatter: (item) => <a href={
item.apiLink item.apiLink
}>{item.package}</a>}, }>{item.package}</a>
},
], ],
items: [ items: [
{ {
@ -515,14 +511,18 @@ const FEATURE_TABLES = {
cloud_provider_loaders: { cloud_provider_loaders: {
link: 'docs/integrations/loaders', link: 'docs/integrations/loaders',
columns: [ columns: [
{title: "Document Loader", formatter: (item) => <a href={ {
title: "Document Loader", formatter: (item) => <a href={
item.link item.link
}>{item.name}</a>}, }>{item.name}</a>
},
{ title: "Description", formatter: (item) => item.source }, { title: "Description", formatter: (item) => item.source },
{ title: "Partner Package", formatter: (item) => item.partnerPackage ? "✅" : "❌" }, { title: "Partner Package", formatter: (item) => item.partnerPackage ? "✅" : "❌" },
{title: "API reference", formatter: (item) => <a href={ {
title: "API reference", formatter: (item) => <a href={
item.apiLink item.apiLink
}>{item.loaderName}</a>}, }>{item.loaderName}</a>
},
], ],
items: [ items: [
{ {
@ -650,12 +650,16 @@ const FEATURE_TABLES = {
messaging_loaders: { messaging_loaders: {
link: 'docs/integrations/loaders', link: 'docs/integrations/loaders',
columns: [ columns: [
{title: "Document Loader", formatter: (item) => <a href={ {
title: "Document Loader", formatter: (item) => <a href={
item.link item.link
}>{item.name}</a>}, }>{item.name}</a>
{title: "API reference", formatter: (item) => <a href={ },
{
title: "API reference", formatter: (item) => <a href={
item.apiLink item.apiLink
}>{item.loaderName}</a>}, }>{item.loaderName}</a>
},
], ],
items: [ items: [
{ {
@ -693,12 +697,16 @@ const FEATURE_TABLES = {
productivity_loaders: { productivity_loaders: {
link: 'docs/integrations/loaders', link: 'docs/integrations/loaders',
columns: [ columns: [
{title: "Document Loader", formatter: (item) => <a href={ {
title: "Document Loader", formatter: (item) => <a href={
item.link item.link
}>{item.name}</a>}, }>{item.name}</a>
{title: "API reference", formatter: (item) => <a href={ },
{
title: "API reference", formatter: (item) => <a href={
item.apiLink item.apiLink
}>{item.loaderName}</a>}, }>{item.loaderName}</a>
},
], ],
items: [ items: [
{ {
@ -748,12 +756,16 @@ const FEATURE_TABLES = {
social_loaders: { social_loaders: {
link: 'docs/integrations/loaders', link: 'docs/integrations/loaders',
columns: [ columns: [
{title: "Document Loader", formatter: (item) => <a href={ {
title: "Document Loader", formatter: (item) => <a href={
item.link item.link
}>{item.name}</a>}, }>{item.name}</a>
{title: "API reference", formatter: (item) => <a href={ },
{
title: "API reference", formatter: (item) => <a href={
item.apiLink item.apiLink
}>{item.loaderName}</a>}, }>{item.loaderName}</a>
},
], ],
items: [ items: [
{ {
@ -773,9 +785,11 @@ const FEATURE_TABLES = {
webpage_loaders: { webpage_loaders: {
link: 'docs/integrations/loaders', link: 'docs/integrations/loaders',
columns: [ columns: [
{title: "Document Loader", formatter: (item) => <a href={ {
title: "Document Loader", formatter: (item) => <a href={
item.link item.link
}>{item.name}</a>}, }>{item.name}</a>
},
{ title: "Description", formatter: (item) => item.source }, { title: "Description", formatter: (item) => item.source },
{ title: "Package/API", formatter: (item) => item.api }, { title: "Package/API", formatter: (item) => item.api },
], ],
@ -841,9 +855,11 @@ const FEATURE_TABLES = {
pdf_loaders: { pdf_loaders: {
link: 'docs/integrations/loaders', link: 'docs/integrations/loaders',
columns: [ columns: [
{title: "Document Loader", formatter: (item) => <a href={ {
title: "Document Loader", formatter: (item) => <a href={
item.link item.link
}>{item.name}</a>}, }>{item.name}</a>
},
{ title: "Description", formatter: (item) => item.source }, { title: "Description", formatter: (item) => item.source },
{ title: "Package/API", formatter: (item) => item.api }, { title: "Package/API", formatter: (item) => item.api },
], ],
@ -937,9 +953,11 @@ const FEATURE_TABLES = {
common_loaders: { common_loaders: {
link: 'docs/integrations/loaders', link: 'docs/integrations/loaders',
columns: [ columns: [
{title: "Document Loader", formatter: (item) => <a href={ {
title: "Document Loader", formatter: (item) => <a href={
item.link item.link
}>{item.name}</a>}, }>{item.name}</a>
},
{ title: "Data Type", formatter: (item) => item.source }, { title: "Data Type", formatter: (item) => item.source },
], ],
items: [ items: [
@ -984,9 +1002,11 @@ const FEATURE_TABLES = {
vectorstores: { vectorstores: {
link: 'docs/integrations/vectorstores', link: 'docs/integrations/vectorstores',
columns: [ columns: [
{title: "Vectorstore", formatter: (item) => <a href={ {
title: "Vectorstore", formatter: (item) => <a href={
item.link item.link
}>{item.name}</a>}, }>{item.name}</a>
},
{ title: "Delete by ID", formatter: (item) => item.deleteById ? "✅" : "❌" }, { title: "Delete by ID", formatter: (item) => item.deleteById ? "✅" : "❌" },
{ title: "Filtering", formatter: (item) => item.filtering ? "✅" : "❌" }, { title: "Filtering", formatter: (item) => item.filtering ? "✅" : "❌" },
{ title: "Search by Vector", formatter: (item) => item.searchByVector ? "✅" : "❌" }, { title: "Search by Vector", formatter: (item) => item.searchByVector ? "✅" : "❌" },