Batch fix all inks to TypeScript API reference (#2214)

seldo · web-flow · commit fd53bececff9 · 2025-10-02T11:06:09.000-06:00
diff --git a/docs/src/content/docs/framework/migration/deprecated/agent/index.mdx b/docs/src/content/docs/framework/migration/deprecated/agent/index.mdx
@@ -23,6 +23,6 @@ LlamaIndex.TS comes with a few built-in agents, but you can also create your own
 
 ## Api References
 
-- [OpenAIAgent](/docs/api/classes/OpenAIAgent)
-- [AnthropicAgent](/docs/api/classes/AnthropicAgent)
-- [ReActAgent](/docs/api/classes/ReActAgent)
+- [OpenAIAgent](/typescript/framework-api-reference/classes/openaiagent/)
+- [AnthropicAgent](/typescript/framework-api-reference/classes/anthropicagent/)
+- [ReActAgent](/typescript/framework-api-reference/classes/reactagent/)
diff --git a/docs/src/content/docs/framework/modules/agents/workflows.mdx b/docs/src/content/docs/framework/modules/agents/workflows.mdx
@@ -12,7 +12,7 @@ To use workflows install this package:
 npm i @llamaindex/workflow-core
 ```
 
-This contains the core functionality for the workflow system. You can read more about the core concepts in the [workflow-core](/docs/workflows) section.
+This contains the core functionality for the workflow system. You can read more about the core concepts in the [workflow-core](/typescript/workflows/) section.
 
 In contrast, the `@llamaindex/workflow` package contains more utiltities, such as prebuilt agents.
 
diff --git a/docs/src/content/docs/framework/modules/data/data_index/index.mdx b/docs/src/content/docs/framework/modules/data/data_index/index.mdx
@@ -19,6 +19,6 @@ const index = await VectorStoreIndex.fromDocuments([document]);
 
 ## API Reference
 
-- [SummaryIndex](/docs/api/classes/SummaryIndex)
-- [VectorStoreIndex](/docs/api/classes/VectorStoreIndex)
-- [KeywordTableIndex](/docs/api/classes/KeywordTableIndex)
+- [SummaryIndex](/typescript/framework-api-reference/classes/summaryindex/)
+- [VectorStoreIndex](/typescript/framework-api-reference/classes/vectorstoreindex/)
+- [KeywordTableIndex](/typescript/framework-api-reference/classes/keywordtableindex/)
diff --git a/docs/src/content/docs/framework/modules/data/index.mdx b/docs/src/content/docs/framework/modules/data/index.mdx
@@ -13,5 +13,5 @@ document = new Document({ text: "text", metadata: { key: "val" } });
 
 ## API Reference
 
-- [Document](/docs/api/classes/Document)
-- [TextNode](/docs/api/classes/TextNode)
+- [Document](/typescript/framework-api-reference/classes/document/)
+- [TextNode](/typescript/framework-api-reference/classes/textnode/)
diff --git a/docs/src/content/docs/framework/modules/data/ingestion_pipeline/index.mdx b/docs/src/content/docs/framework/modules/data/ingestion_pipeline/index.mdx
@@ -107,4 +107,4 @@ main().catch(console.error);
 
 ## API Reference
 
-- [IngestionPipeline](/docs/api/classes/IngestionPipeline)
+- [IngestionPipeline](/typescript/framework-api-reference/classes/ingestionpipeline/)
diff --git a/docs/src/content/docs/framework/modules/data/ingestion_pipeline/transformations/index.mdx b/docs/src/content/docs/framework/modules/data/ingestion_pipeline/transformations/index.mdx
@@ -80,4 +80,4 @@ main().catch(console.error);
 
 ## API Reference
 
-- [TransformComponent](/docs/api/classes/TransformComponent)
+- [TransformComponent](/typescript/framework-api-reference/classes/transformcomponent/)
diff --git a/docs/src/content/docs/framework/modules/data/ingestion_pipeline/transformations/metadata_extraction.mdx b/docs/src/content/docs/framework/modules/data/ingestion_pipeline/transformations/metadata_extraction.mdx
@@ -43,7 +43,7 @@ main().then(() => console.log("done"));
 
 ## API Reference
 
-- [SummaryExtractor](/docs/api/classes/SummaryExtractor)
-- [QuestionsAnsweredExtractor](/docs/api/classes/QuestionsAnsweredExtractor)
-- [TitleExtractor](/docs/api/classes/TitleExtractor)
-- [KeywordExtractor](/docs/api/classes/KeywordExtractor)
+- [SummaryExtractor](/typescript/framework-api-reference/classes/summaryextractor/)
+- [QuestionsAnsweredExtractor](/typescript/framework-api-reference/classes/questionsansweredextractor/)
+- [TitleExtractor](/typescript/framework-api-reference/classes/titleextractor/)
+- [KeywordExtractor](/typescript/framework-api-reference/classes/keywordextractor/)
diff --git a/docs/src/content/docs/framework/modules/data/ingestion_pipeline/transformations/node-parser.mdx b/docs/src/content/docs/framework/modules/data/ingestion_pipeline/transformations/node-parser.mdx
@@ -195,6 +195,6 @@ Try it out ⬇️
 
 ## API Reference
 
-- [SentenceSplitter](/docs/api/classes/SentenceSplitter)
-- [MarkdownNodeParser](/docs/api/classes/MarkdownNodeParser)
-- [CodeSplitter](/docs/api/classes/CodeSplitter)
+- [SentenceSplitter](/typescript/framework-api-reference/classes/sentencesplitter/)
+- [MarkdownNodeParser](/typescript/framework-api-reference/classes/markdownnodeparser/)
+- [CodeSplitter](/typescript/framework-api-reference/classes/codesplitter/)
diff --git a/docs/src/content/docs/framework/modules/data/readers/discord.mdx b/docs/src/content/docs/framework/modules/data/readers/discord.mdx
@@ -36,4 +36,4 @@ Copy the URL in your browser and select the server you want your bot to join.
 
 ## API Reference
 
-- [DiscordReader](/docs/api/classes/DiscordReader)
+- [DiscordReader](/typescript/framework-api-reference/classes/discordreader/)
diff --git a/docs/src/content/docs/framework/modules/data/readers/index.mdx b/docs/src/content/docs/framework/modules/data/readers/index.mdx
@@ -48,13 +48,13 @@ It is a simple reader that reads all files from a directory and its subdirectori
 
 Currently, the following readers are mapped to specific file types:
 
-- [TextFileReader](/docs/api/classes/TextFileReader): `.txt`
-- [PDFReader](/docs/api/classes/PDFReader): `.pdf`
-- [CSVReader](/docs/api/classes/CSVReader): `.csv`
-- [MarkdownReader](/docs/api/classes/MarkdownReader): `.md`
-- [DocxReader](/docs/api/classes/DocxReader): `.docx`
-- [HTMLReader](/docs/api/classes/HTMLReader): `.htm`, `.html`
-- [ImageReader](/docs/api/classes/ImageReader): `.jpg`, `.jpeg`, `.png`, `.gif`
+- [TextFileReader](/typescript/framework-api-reference/classes/textfilereader/): `.txt`
+- [PDFReader](/typescript/framework-api-reference/classes/pdfreader/): `.pdf`
+- [CSVReader](/typescript/framework-api-reference/classes/csvreader/): `.csv`
+- [MarkdownReader](/typescript/framework-api-reference/classes/markdownreader/): `.md`
+- [DocxReader](/typescript/framework-api-reference/classes/docxreader/): `.docx`
+- [HTMLReader](/typescript/framework-api-reference/classes/htmlreader/): `.htm`, `.html`
+- [ImageReader](/typescript/framework-api-reference/classes/imagereader/): `.jpg`, `.jpeg`, `.png`, `.gif`
 
 You can modify the reader three different ways:
 
@@ -118,4 +118,4 @@ const text = csv.getText()
 
 ## API Reference
 
-- [SimpleDirectoryReader](/docs/api/classes/SimpleDirectoryReader)
+- [SimpleDirectoryReader](/typescript/framework-api-reference/classes/simpledirectoryreader/)
diff --git a/docs/src/content/docs/framework/modules/data/readers/json.mdx b/docs/src/content/docs/framework/modules/data/readers/json.mdx
@@ -152,4 +152,4 @@ Output:
 
 ## API Reference
 
-- [JSONReader](/docs/api/classes/JSONReader)
+- [JSONReader](/typescript/framework-api-reference/classes/jsonreader/)
diff --git a/docs/src/content/docs/framework/modules/data/readers/llama_parse/index.mdx b/docs/src/content/docs/framework/modules/data/readers/llama_parse/index.mdx
@@ -60,4 +60,4 @@ Below a full example of `LlamaParse` integrated in `SimpleDirectoryReader` with
 
 ## API Reference
 
-- [SimpleDirectoryReader](/docs/api/classes/SimpleDirectoryReader)
+- [SimpleDirectoryReader](/typescript/framework-api-reference/classes/simpledirectoryreader/)
diff --git a/docs/src/content/docs/framework/modules/data/readers/llama_parse/json_mode.mdx b/docs/src/content/docs/framework/modules/data/readers/llama_parse/json_mode.mdx
@@ -98,4 +98,4 @@ You can assign any other values of the JSON response to the Document as needed.
 
 ## API Reference
 
-- [SimpleDirectoryReader](/docs/api/classes/SimpleDirectoryReader)
+- [SimpleDirectoryReader](/typescript/framework-api-reference/classes/simpledirectoryreader/)
diff --git a/docs/src/content/docs/framework/modules/data/stores/chat_stores/index.mdx b/docs/src/content/docs/framework/modules/data/stores/chat_stores/index.mdx
@@ -6,11 +6,11 @@ Chat stores manage chat history by storing sequences of messages in a structured
 
 ## Available Chat Stores
 
-- [SimpleChatStore](/docs/api/classes/SimpleChatStore): A simple in-memory chat store with support for [persisting](/typescript/framework/modules/data/stores#local-storage) data to disk.
+- [SimpleChatStore](/typescript/framework-api-reference/classes/simplechatstore/): A simple in-memory chat store with support for [persisting](/typescript/framework/modules/data/stores#local-storage) data to disk.
 
 Check the [LlamaIndexTS Github](https://github.com/run-llama/LlamaIndexTS) for the most up to date overview of integrations.
 
 ## API Reference
 
-- [BaseChatStore](/docs/api/classes/BaseChatStore)
+- [BaseChatStore](/typescript/framework-api-reference/classes/basechatstore/)
 
diff --git a/docs/src/content/docs/framework/modules/data/stores/doc_stores/index.mdx b/docs/src/content/docs/framework/modules/data/stores/doc_stores/index.mdx
@@ -6,8 +6,8 @@ Document stores contain ingested document chunks, i.e. [Node](/typescript/framew
 
 ## Available Document Stores
 
-- [SimpleDocumentStore](/docs/api/classes/SimpleDocumentStore): A simple in-memory document store with support for [persisting](/typescript/framework/modules/data/stores#local-storage) data to disk.
-- [PostgresDocumentStore](/docs/api/classes/PostgresDocumentStore): A PostgreSQL document store, see [PostgreSQL Storage](/typescript/framework/modules/data/stores#postgresql-storage).
+- [SimpleDocumentStore](/typescript/framework-api-reference/classes/simpledocumentstore/): A simple in-memory document store with support for [persisting](/typescript/framework/modules/data/stores#local-storage) data to disk.
+- [PostgresDocumentStore](/typescript/framework-api-reference/classes/postgresdocumentstore/): A PostgreSQL document store, see [PostgreSQL Storage](/typescript/framework/modules/data/stores#postgresql-storage).
 
 Check the [LlamaIndexTS Github](https://github.com/run-llama/LlamaIndexTS) for the most up to date overview of integrations.
 
@@ -33,4 +33,4 @@ const storageContext = await storageContextFromDefaults({
 
 ## API Reference
 
-- [BaseDocumentStore](/docs/api/classes/BaseDocumentStore)
+- [BaseDocumentStore](/typescript/framework-api-reference/classes/basedocumentstore/)
diff --git a/docs/src/content/docs/framework/modules/data/stores/index_stores/index.mdx b/docs/src/content/docs/framework/modules/data/stores/index_stores/index.mdx
@@ -6,8 +6,8 @@ Index stores are underlying storage components that contain metadata(i.e. inform
 
 ## Available Index Stores
 
-- [SimpleIndexStore](/docs/api/classes/SimpleIndexStore): A simple in-memory index store with support for [persisting](/typescript/framework/modules/data/stores#local-storage) data to disk.
-- [PostgresIndexStore](/docs/api/classes/PostgresIndexStore): A PostgreSQL index store, , see [PostgreSQL Storage](/typescript/framework/modules/data/stores#postgresql-storage).
+- [SimpleIndexStore](/typescript/framework-api-reference/classes/simpleindexstore/): A simple in-memory index store with support for [persisting](/typescript/framework/modules/data/stores#local-storage) data to disk.
+- [PostgresIndexStore](/typescript/framework-api-reference/classes/postgresindexstore/): A PostgreSQL index store, , see [PostgreSQL Storage](/typescript/framework/modules/data/stores#postgresql-storage).
 
 Check the [LlamaIndexTS Github](https://github.com/run-llama/LlamaIndexTS) for the most up to date overview of integrations.
 
@@ -33,4 +33,4 @@ const storageContext = await storageContextFromDefaults({
 
 ## API Reference
 
-- [BaseIndexStore](/docs/api/classes/BaseIndexStore)
+- [BaseIndexStore](/typescript/framework-api-reference/classes/baseindexstore/)
diff --git a/docs/src/content/docs/framework/modules/data/stores/kv_stores/index.mdx b/docs/src/content/docs/framework/modules/data/stores/kv_stores/index.mdx
@@ -6,11 +6,11 @@ Key-Value Stores represent underlying storage components used in [Document Store
 
 ## Available Key-Value Stores
 
-- [SimpleKVStore](/docs/api/classes/SimpleKVStore): A simple Key-Value store with support of [persisting](/typescript/framework/modules/data/stores#local-storage) data to disk.
-- [PostgresKVStore](/docs/api/classes/PostgresKVStore): A PostgreSQL Key-Value store, see [PostgreSQL Storage](/typescript/framework/modules/data/stores#postgresql-storage).
+- [SimpleKVStore](/typescript/framework-api-reference/classes/simplekvstore/): A simple Key-Value store with support of [persisting](/typescript/framework/modules/data/stores#local-storage) data to disk.
+- [PostgresKVStore](/typescript/framework-api-reference/classes/postgreskvstore/): A PostgreSQL Key-Value store, see [PostgreSQL Storage](/typescript/framework/modules/data/stores#postgresql-storage).
 
 Check the [LlamaIndexTS Github](https://github.com/run-llama/LlamaIndexTS) for the most up to date overview of integrations.
 
 ## API Reference
 
-- [BaseKVStore](/docs/api/classes/BaseKVStore)
+- [BaseKVStore](/typescript/framework-api-reference/classes/basekvstore/)
diff --git a/docs/src/content/docs/framework/modules/data/stores/vector_stores/index.mdx b/docs/src/content/docs/framework/modules/data/stores/vector_stores/index.mdx
@@ -8,14 +8,14 @@ Vector stores save embedding vectors of your ingested document chunks.
 
 Available Vector Stores are shown on the sidebar to the left. Additionally the following integrations exist without separate documentation:
 
-- [SimpleVectorStore](/docs/api/classes/SimpleVectorStore): A simple in-memory vector store with optional [persistance](/typescript/framework/modules/data/stores#local-storage) to disk.
-- [AstraDBVectorStore](/docs/api/classes/AstraDBVectorStore): A cloud-native, scalable Database-as-a-Service built on Apache Cassandra, see [datastax.com](https://www.datastax.com/products/datastax-astra)
-- [ChromaVectorStore](/docs/api/classes/ChromaVectorStore): An open-source vector database, focused on ease of use and performance, see [trychroma.com](https://www.trychroma.com/)
-- [MilvusVectorStore](/docs/api/classes/MilvusVectorStore): An open-source, high-performance, highly scalable vector database, see [milvus.io](https://milvus.io/)
-- [MongoDBAtlasVectorSearch](/docs/api/classes/MongoDBAtlasVectorSearch): A cloud-based vector search solution for MongoDB, see [mongodb.com](https://www.mongodb.com/products/platform/atlas-vector-search)
-- [PGVectorStore](/docs/api/classes/PGVectorStore): An open-source vector store built on PostgreSQL, see [pgvector Github](https://github.com/pgvector/pgvector)
-- [PineconeVectorStore](/docs/api/classes/PineconeVectorStore): A managed, cloud-native vector database, see [pinecone.io](https://www.pinecone.io/)
-- [WeaviateVectorStore](/docs/api/classes/WeaviateVectorStore): An open-source, ai-native vector database, see [weaviate.io](https://weaviate.io/)
+- [SimpleVectorStore](/typescript/framework-api-reference/classes/simplevectorstore/): A simple in-memory vector store with optional [persistance](/typescript/framework/modules/data/stores#local-storage) to disk.
+- [AstraDBVectorStore](/typescript/framework-api-reference/classes/astradbvectorstore/): A cloud-native, scalable Database-as-a-Service built on Apache Cassandra, see [datastax.com](https://www.datastax.com/products/datastax-astra)
+- [ChromaVectorStore](/typescript/framework-api-reference/classes/chromavectorstore/): An open-source vector database, focused on ease of use and performance, see [trychroma.com](https://www.trychroma.com/)
+- [MilvusVectorStore](/typescript/framework-api-reference/classes/milvusvectorstore/): An open-source, high-performance, highly scalable vector database, see [milvus.io](https://milvus.io/)
+- [MongoDBAtlasVectorSearch](/typescript/framework-api-reference/classes/mongodbatlasvectorsearch/): A cloud-based vector search solution for MongoDB, see [mongodb.com](https://www.mongodb.com/products/platform/atlas-vector-search)
+- [PGVectorStore](/typescript/framework-api-reference/classes/pgvectorstore/): An open-source vector store built on PostgreSQL, see [pgvector Github](https://github.com/pgvector/pgvector)
+- [PineconeVectorStore](/typescript/framework-api-reference/classes/pineconevectorstore/): A managed, cloud-native vector database, see [pinecone.io](https://www.pinecone.io/)
+- [WeaviateVectorStore](/typescript/framework-api-reference/classes/weaviatevectorstore/): An open-source, ai-native vector database, see [weaviate.io](https://weaviate.io/)
 
 Check the [LlamaIndexTS Github](https://github.com/run-llama/LlamaIndexTS) for the most up to date overview of integrations.
 
diff --git a/docs/src/content/docs/framework/modules/data/stores/vector_stores/qdrant.mdx b/docs/src/content/docs/framework/modules/data/stores/vector_stores/qdrant.mdx
@@ -99,4 +99,4 @@ main().catch(console.error);
 
 ## API Reference
 
-- [QdrantVectorStore](/docs/api/classes/QdrantVectorStore)
+- [QdrantVectorStore](/typescript/framework-api-reference/classes/qdrantvectorstore/)
diff --git a/docs/src/content/docs/framework/modules/data/stores/vector_stores/supabase.mdx b/docs/src/content/docs/framework/modules/data/stores/vector_stores/supabase.mdx
@@ -181,4 +181,4 @@ main().catch(console.error);
 
 ## API Reference
 
-- [SupabaseVectorStore](/docs/api/classes/SupabaseVectorStore)
+- [SupabaseVectorStore](/typescript/framework-api-reference/classes/supabasevectorstore/)
diff --git a/docs/src/content/docs/framework/modules/evaluation/correctness.mdx b/docs/src/content/docs/framework/modules/evaluation/correctness.mdx
@@ -62,4 +62,4 @@ the response is not correct with a score of 2.5
 
 ## API Reference
 
-- [CorrectnessEvaluator](/docs/api/classes/CorrectnessEvaluator)
+- [CorrectnessEvaluator](/typescript/framework-api-reference/classes/correctnessevaluator/)
diff --git a/docs/src/content/docs/framework/modules/evaluation/faithfulness.mdx b/docs/src/content/docs/framework/modules/evaluation/faithfulness.mdx
@@ -81,4 +81,4 @@ the response is faithful
 
 ## API Reference
 
-- [FaithfulnessEvaluator](/docs/api/classes/FaithfulnessEvaluator)
+- [FaithfulnessEvaluator](/typescript/framework-api-reference/classes/faithfulnessevaluator/)
diff --git a/docs/src/content/docs/framework/modules/evaluation/relevancy.mdx b/docs/src/content/docs/framework/modules/evaluation/relevancy.mdx
@@ -75,4 +75,4 @@ the response is relevant
 
 ## API Reference
 
-- [RelevancyEvaluator](/docs/api/classes/RelevancyEvaluator)
+- [RelevancyEvaluator](/typescript/framework-api-reference/classes/relevancyevaluator/)
diff --git a/docs/src/content/docs/framework/modules/models/embeddings/deepinfra.mdx b/docs/src/content/docs/framework/modules/models/embeddings/deepinfra.mdx
@@ -85,4 +85,4 @@ For questions or feedback, please contact us at [feedback@deepinfra.com](mailto:
 
 ## API Reference
 
-- [DeepInfraEmbedding](/docs/api/classes/DeepInfraEmbedding)
+- [DeepInfraEmbedding](/typescript/framework-api-reference/classes/deepinfraembedding/)
diff --git a/docs/src/content/docs/framework/modules/models/embeddings/gemini.mdx b/docs/src/content/docs/framework/modules/models/embeddings/gemini.mdx
@@ -43,4 +43,4 @@ Settings.embedModel = new GeminiEmbedding({
 
 ## API Reference
 
-- [GeminiEmbedding](/docs/api/classes/GeminiEmbedding)
+- [GeminiEmbedding](/typescript/framework-api-reference/classes/geminiembedding/)
diff --git a/docs/src/content/docs/framework/modules/models/embeddings/huggingface.mdx b/docs/src/content/docs/framework/modules/models/embeddings/huggingface.mdx
@@ -46,4 +46,4 @@ Settings.embedModel = new HuggingFaceEmbedding({
 
 ## API Reference
 
-- [HuggingFaceEmbedding](/docs/api/classes/HuggingFaceEmbedding)
+- [HuggingFaceEmbedding](/typescript/framework-api-reference/classes/huggingfaceembedding/)
diff --git a/docs/src/content/docs/framework/modules/models/embeddings/index.mdx b/docs/src/content/docs/framework/modules/models/embeddings/index.mdx
@@ -55,11 +55,11 @@ Settings.embedModel = new OllamaEmbedding({
 Most available embeddings are listed in the sidebar on the left.
 Additionally the following integrations exist without separate documentation:
 
-- [ClipEmbedding](/docs/api/classes/ClipEmbedding) using `@xenova/transformers`
-- [FireworksEmbedding](/docs/api/classes/FireworksEmbedding) see [fireworks.ai](https://fireworks.ai/)
+- [ClipEmbedding](/typescript/framework-api-reference/classes/clipembedding/) using `@xenova/transformers`
+- [FireworksEmbedding](/typescript/framework-api-reference/classes/fireworksembedding/) see [fireworks.ai](https://fireworks.ai/)
 
 Check the [LlamaIndexTS Github](https://github.com/run-llama/LlamaIndexTS) for the most up to date overview of integrations.
 
 ## API Reference
 
-- [OpenAIEmbedding](/docs/api/classes/OpenAIEmbedding)
+- [OpenAIEmbedding](/typescript/framework-api-reference/classes/openaiembedding/)
diff --git a/docs/src/content/docs/framework/modules/models/embeddings/jinaai.mdx b/docs/src/content/docs/framework/modules/models/embeddings/jinaai.mdx
@@ -25,4 +25,4 @@ const results = await queryEngine.query({
 
 ## API Reference
 
-- [JinaAIEmbedding](/docs/api/classes/JinaAIEmbedding)
+- [JinaAIEmbedding](/typescript/framework-api-reference/classes/jinaaiembedding/)
diff --git a/docs/src/content/docs/framework/modules/models/embeddings/mistral.mdx b/docs/src/content/docs/framework/modules/models/embeddings/mistral.mdx
@@ -34,4 +34,4 @@ const results = await queryEngine.query({
 
 ## API Reference
 
-- [MistralAIEmbedding](/docs/api/classes/MistralAIEmbedding)
+- [MistralAIEmbedding](/typescript/framework-api-reference/classes/mistralaiembedding/)
diff --git a/docs/src/content/docs/framework/modules/models/embeddings/mixedbreadai.mdx b/docs/src/content/docs/framework/modules/models/embeddings/mixedbreadai.mdx
@@ -102,4 +102,4 @@ console.log(result); // Perfectly customized embeddings, ready to serve.
 
 ## API Reference
 
-- [MixedbreadAIEmbeddings](/docs/api/classes/MixedbreadAIEmbeddings)
+- [MixedbreadAIEmbeddings](/typescript/framework-api-reference/classes/mixedbreadaiembeddings/)
diff --git a/docs/src/content/docs/framework/modules/models/embeddings/ollama.mdx b/docs/src/content/docs/framework/modules/models/embeddings/ollama.mdx
@@ -39,4 +39,4 @@ const results = await queryEngine.query({
 
 ## API Reference
 
-- [OllamaEmbedding](/docs/api/classes/OllamaEmbedding)
+- [OllamaEmbedding](/typescript/framework-api-reference/classes/ollamaembedding/)
diff --git a/docs/src/content/docs/framework/modules/models/embeddings/openai.mdx b/docs/src/content/docs/framework/modules/models/embeddings/openai.mdx
@@ -31,4 +31,4 @@ const results = await queryEngine.query({
 
 ## API Reference
 
-- [OpenAIEmbedding](/docs/api/classes/OpenAIEmbedding)
+- [OpenAIEmbedding](/typescript/framework-api-reference/classes/openaiembedding/)
diff --git a/docs/src/content/docs/framework/modules/models/embeddings/together.mdx b/docs/src/content/docs/framework/modules/models/embeddings/together.mdx
@@ -27,4 +27,4 @@ const results = await queryEngine.query({
 
 ## API Reference
 
-- [TogetherEmbedding](/docs/api/classes/TogetherEmbedding)
+- [TogetherEmbedding](/typescript/framework-api-reference/classes/togetherembedding/)
diff --git a/docs/src/content/docs/framework/modules/models/embeddings/voyageai.mdx b/docs/src/content/docs/framework/modules/models/embeddings/voyageai.mdx
@@ -31,4 +31,4 @@ const results = await queryEngine.query({
 
 ## API Reference
 
-- [VoyageAIEmbedding](/docs/api/classes/VoyageAIEmbedding)
+- [VoyageAIEmbedding](/typescript/framework-api-reference/classes/voyageaiembedding/)
diff --git a/docs/src/content/docs/framework/modules/models/llms/anthropic.mdx b/docs/src/content/docs/framework/modules/models/llms/anthropic.mdx
@@ -76,4 +76,4 @@ async function main() {
 
 ## API Reference
 
-- [Anthropic](/docs/api/classes/Anthropic)
+- [Anthropic](/typescript/framework-api-reference/classes/anthropic/)
diff --git a/docs/src/content/docs/framework/modules/models/llms/azure.mdx b/docs/src/content/docs/framework/modules/models/llms/azure.mdx
@@ -40,5 +40,5 @@ See the [Azure examples](https://github.com/run-llama/LlamaIndexTS/tree/main/exa
 
 ## API Reference
 
-- [AzureOpenAI](/docs/api/classes/AzureOpenAI)
-- [AzureOpenAIEmbedding](/docs/api/classes/AzureOpenAIEmbedding)
+- [AzureOpenAI](/typescript/framework-api-reference/classes/azureopenai/)
+- [AzureOpenAIEmbedding](/typescript/framework-api-reference/classes/azureopenaiembedding/)
diff --git a/docs/src/content/docs/framework/modules/models/llms/deepinfra.mdx b/docs/src/content/docs/framework/modules/models/llms/deepinfra.mdx
@@ -96,4 +96,4 @@ If you have any feedback, please reach out to us at [feedback@deepinfra.com](mai
 
 ## API Reference
 
-- [DeepInfra](/docs/api/classes/DeepInfra)
+- [DeepInfra](/typescript/framework-api-reference/classes/deepinfra/)
diff --git a/docs/src/content/docs/framework/modules/models/llms/deepseek.mdx b/docs/src/content/docs/framework/modules/models/llms/deepseek.mdx
@@ -53,4 +53,4 @@ Currently does not support function calling.
 
 ## API Reference
 
-- [DeepSeekLLM](/docs/api/classes/DeepSeekLLM)
+- [DeepSeekLLM](/typescript/framework-api-reference/classes/deepseekllm/)
diff --git a/docs/src/content/docs/framework/modules/models/llms/fireworks.mdx b/docs/src/content/docs/framework/modules/models/llms/fireworks.mdx
@@ -65,4 +65,4 @@ main().catch(console.error);
 
 ## API Reference
 
-- [FireworksLLM](/docs/api/classes/FireworksLLM)
+- [FireworksLLM](/typescript/framework-api-reference/classes/fireworksllm/)
diff --git a/docs/src/content/docs/framework/modules/models/llms/gemini.mdx b/docs/src/content/docs/framework/modules/models/llms/gemini.mdx
@@ -192,4 +192,4 @@ async function main() {
 
 ## API Reference
 
-- [Gemini](/docs/api/classes/Gemini)
+- [Gemini](/typescript/framework-api-reference/classes/gemini/)
diff --git a/docs/src/content/docs/framework/modules/models/llms/groq.mdx b/docs/src/content/docs/framework/modules/models/llms/groq.mdx
@@ -59,4 +59,4 @@ const results = await queryEngine.query({
 
 ## API Reference
 
-- [Groq](/docs/api/classes/Groq)
+- [Groq](/typescript/framework-api-reference/classes/groq/)
diff --git a/docs/src/content/docs/framework/modules/models/llms/index.mdx b/docs/src/content/docs/framework/modules/models/llms/index.mdx
diff --git a/docs/src/content/docs/framework/modules/models/llms/mistral.mdx b/docs/src/content/docs/framework/modules/models/llms/mistral.mdx
diff --git a/docs/src/content/docs/framework/modules/models/llms/ollama.mdx b/docs/src/content/docs/framework/modules/models/llms/ollama.mdx
diff --git a/docs/src/content/docs/framework/modules/models/llms/openai.mdx b/docs/src/content/docs/framework/modules/models/llms/openai.mdx
diff --git a/docs/src/content/docs/framework/modules/models/llms/perplexity.mdx b/docs/src/content/docs/framework/modules/models/llms/perplexity.mdx
diff --git a/docs/src/content/docs/framework/modules/models/llms/portkey.mdx b/docs/src/content/docs/framework/modules/models/llms/portkey.mdx
diff --git a/docs/src/content/docs/framework/modules/models/llms/together.mdx b/docs/src/content/docs/framework/modules/models/llms/together.mdx
diff --git a/docs/src/content/docs/framework/modules/models/prompt/index.mdx b/docs/src/content/docs/framework/modules/models/prompt/index.mdx
diff --git a/docs/src/content/docs/framework/modules/rag/chat_engine.mdx b/docs/src/content/docs/framework/modules/rag/chat_engine.mdx
diff --git a/docs/src/content/docs/framework/modules/rag/node_postprocessors/cohere_reranker.mdx b/docs/src/content/docs/framework/modules/rag/node_postprocessors/cohere_reranker.mdx
diff --git a/docs/src/content/docs/framework/modules/rag/node_postprocessors/index.mdx b/docs/src/content/docs/framework/modules/rag/node_postprocessors/index.mdx
diff --git a/docs/src/content/docs/framework/modules/rag/node_postprocessors/jinaai_reranker.mdx b/docs/src/content/docs/framework/modules/rag/node_postprocessors/jinaai_reranker.mdx
diff --git a/docs/src/content/docs/framework/modules/rag/node_postprocessors/mixedbreadiai_reranker.mdx b/docs/src/content/docs/framework/modules/rag/node_postprocessors/mixedbreadiai_reranker.mdx
diff --git a/docs/src/content/docs/framework/modules/rag/query_engines/index.mdx b/docs/src/content/docs/framework/modules/rag/query_engines/index.mdx
diff --git a/docs/src/content/docs/framework/modules/rag/query_engines/metadata_filtering.mdx b/docs/src/content/docs/framework/modules/rag/query_engines/metadata_filtering.mdx
diff --git a/docs/src/content/docs/framework/modules/rag/query_engines/router_query_engine.mdx b/docs/src/content/docs/framework/modules/rag/query_engines/router_query_engine.mdx
diff --git a/docs/src/content/docs/framework/modules/rag/response_synthesizer.mdx b/docs/src/content/docs/framework/modules/rag/response_synthesizer.mdx
diff --git a/docs/src/content/docs/framework/modules/rag/retriever.mdx b/docs/src/content/docs/framework/modules/rag/retriever.mdx
diff --git a/docs/src/content/docs/framework/modules/ui/llamaindex-server.mdx b/docs/src/content/docs/framework/modules/ui/llamaindex-server.mdx
