Release (#2229)

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: adrianlyjak <2024018+adrianlyjak@users.noreply.github.com>

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/)

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.
 

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)
 

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/)

docs/src/content/docs/framework/modules/data/stores/index.mdx

@@ -32,4 +32,4 @@ const index = await VectorStoreIndex.fromDocuments([document], {
 
 ## API Reference
 
-- [StorageContext](/docs/api/interfaces/StorageContext)
+- [StorageContext](/typescript/framework-api-reference/interfaces/storagecontext)

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/)

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/)

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.
 

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

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/)

docs/src/content/docs/framework/modules/models/llms/index.mdx

@@ -39,11 +39,11 @@ For local LLMs, currently we recommend the use of [Ollama](/typescript/framework
 
 Most available LLMs are listed in the sidebar on the left. Additionally the following integrations exist without separate documentation:
 
-- [HuggingFaceLLM](/docs/api/classes/HuggingFaceLLM) and [HuggingFaceInferenceAPI](/docs/api/classes/HuggingFaceInferenceAPI).
-- [ReplicateLLM](/docs/api/classes/ReplicateLLM) see [replicate.com](https://replicate.com/)
+- [HuggingFaceLLM](/typescript/framework-api-reference/classes/huggingfacellm/) and [HuggingFaceInferenceAPI](/typescript/framework-api-reference/classes/huggingfaceinferenceapi/).
+- [ReplicateLLM](/typescript/framework-api-reference/classes/replicatellm/) see [replicate.com](https://replicate.com/)
 
 Check the [LlamaIndexTS Github](https://github.com/run-llama/LlamaIndexTS) for the most up to date overview of integrations.
 
 ## API Reference
 
-- [OpenAI](/docs/api/classes/OpenAI)
+- [OpenAI](/typescript/framework-api-reference/classes/openai/)

docs/src/content/docs/framework/modules/models/llms/mistral.mdx

@@ -81,4 +81,4 @@ async function main() {
 
 ## API Reference
 
-- [MistralAI](/docs/api/classes/MistralAI)
+- [MistralAI](/typescript/framework-api-reference/classes/mistralai/)

docs/src/content/docs/framework/modules/models/llms/ollama.mdx

@@ -115,4 +115,4 @@ async function main() {
 
 ## API Reference
 
-- [Ollama](/docs/api/classes/Ollama)
+- [Ollama](/typescript/framework-api-reference/classes/ollama/)

docs/src/content/docs/framework/modules/models/llms/openai.mdx

@@ -377,7 +377,7 @@ async function main() {
 
 ## API Reference
 
-- [OpenAI](/docs/api/classes/OpenAI)
+- [OpenAI](/typescript/framework-api-reference/classes/openai/)
 
 
 # OpenAI Live LLM

docs/src/content/docs/framework/modules/models/llms/perplexity.mdx

@@ -119,4 +119,4 @@ Currently does not support function calling.
 
 ## API Reference
 
-- [Perplexity](/docs/api/classes/Perplexity)
+- [Perplexity](/typescript/framework-api-reference/classes/perplexity/)

docs/src/content/docs/framework/modules/models/llms/portkey.mdx

@@ -83,4 +83,4 @@ async function main() {
 
 ## API Reference
 
-- [Portkey](/docs/api/classes/Portkey)
+- [Portkey](/typescript/framework-api-reference/classes/portkey/)

docs/src/content/docs/framework/modules/models/llms/together.mdx

@@ -81,4 +81,4 @@ async function main() {
 
 ## API Reference
 
-- [TogetherLLM](/docs/api/classes/TogetherLLM)
+- [TogetherLLM](/typescript/framework-api-reference/classes/togetherllm/)

docs/src/content/docs/framework/modules/models/prompt/index.mdx

@@ -83,4 +83,4 @@ const response = await queryEngine.query({
 ## API Reference
 
 - [Response Synthesizer](/typescript/framework/modules/rag/response_synthesizer)
-- [CompactAndRefine](/docs/api/classes/CompactAndRefine)
+- [CompactAndRefine](/typescript/framework-api-reference/classes/compactandrefine/)

docs/src/content/docs/framework/modules/rag/chat_engine.mdx

@@ -40,6 +40,6 @@ for await (const chunk of stream) {
 
 ## Api References
 
-- [ContextChatEngine](/docs/api/classes/ContextChatEngine)
-- [CondenseQuestionChatEngine](/docs/api/classes/CondenseQuestionChatEngine)
-- [SimpleChatEngine](/docs/api/classes/SimpleChatEngine)
+- [ContextChatEngine](/typescript/framework-api-reference/classes/contextchatengine/)
+- [CondenseQuestionChatEngine](/typescript/framework-api-reference/classes/condensequestionchatengine/)
+- [SimpleChatEngine](/typescript/framework-api-reference/classes/simplechatengine/)

docs/src/content/docs/framework/modules/rag/node_postprocessors/cohere_reranker.mdx

@@ -67,4 +67,4 @@ const response = await queryEngine.query("Where did the author grown up?");
 
 ## API Reference
 
-- [CohereRerank](/docs/api/classes/CohereRerank)
+- [CohereRerank](/typescript/framework-api-reference/classes/coherererank/)

docs/src/content/docs/framework/modules/rag/node_postprocessors/index.mdx

@@ -112,5 +112,5 @@ const filteredNodes = processor.postprocessNodes(nodes);
 
 ## API Reference
 
-- [SimilarityPostprocessor](/docs/api/classes/SimilarityPostprocessor)
-- [MetadataReplacementPostProcessor](/docs/api/classes/MetadataReplacementPostProcessor)
+- [SimilarityPostprocessor](/typescript/framework-api-reference/classes/similaritypostprocessor/)
+- [MetadataReplacementPostProcessor](/typescript/framework-api-reference/classes/metadatareplacementpostprocessor/)

docs/src/content/docs/framework/modules/rag/node_postprocessors/jinaai_reranker.mdx

@@ -70,4 +70,4 @@ const response = await queryEngine.query("Where did the author grown up?");
 
 ## API Reference
 
-- [JinaAIReranker](/docs/api/classes/JinaAIReranker)
+- [JinaAIReranker](/typescript/framework-api-reference/classes/jinaaireranker/)

docs/src/content/docs/framework/modules/rag/node_postprocessors/mixedbreadiai_reranker.mdx

@@ -168,4 +168,4 @@ console.log(result); // Perfectly customized results, ready to serve.
 
 ## API Reference
 
-- [MixedbreadAIReranker](/docs/api/classes/MixedbreadAIReranker)
+- [MixedbreadAIReranker](/typescript/framework-api-reference/classes/mixedbreadaireranker/)

docs/src/content/docs/framework/modules/rag/query_engines/index.mdx

@@ -38,6 +38,6 @@ You can learn more about Tools by taking a look at the LlamaIndex Python documen
 
 ## API Reference
 
-- [RetrieverQueryEngine](/docs/api/classes/RetrieverQueryEngine)
-- [SubQuestionQueryEngine](/docs/api/classes/SubQuestionQueryEngine)
-- [QueryEngineTool](/docs/api/classes/QueryEngineTool)
+- [RetrieverQueryEngine](/typescript/framework-api-reference/classes/retrieverqueryengine/)
+- [SubQuestionQueryEngine](/typescript/framework-api-reference/classes/subquestionqueryengine/)
+- [QueryEngineTool](/typescript/framework-api-reference/classes/queryenginetool/)

docs/src/content/docs/framework/modules/rag/query_engines/metadata_filtering.mdx

@@ -150,6 +150,6 @@ main();
 
 ## API Reference
 
-- [VectorStoreIndex](/docs/api/classes/VectorStoreIndex)
-- [ChromaVectorStore](/docs/api/classes/ChromaVectorStore)
+- [VectorStoreIndex](/typescript/framework-api-reference/classes/vectorstoreindex/)
+- [ChromaVectorStore](/typescript/framework-api-reference/classes/chromavectorstore/)
 - [MetadataFilter](/docs/api/interfaces/MetadataFilter)

docs/src/content/docs/framework/modules/rag/query_engines/router_query_engine.mdx

@@ -172,4 +172,4 @@ main().then(() => console.log("Done"));
 
 ## API Reference
 
-- [RouterQueryEngine](/docs/api/classes/RouterQueryEngine)
+- [RouterQueryEngine](/typescript/framework-api-reference/classes/routerqueryengine/)

docs/src/content/docs/framework/modules/rag/response_synthesizer.mdx

@@ -59,7 +59,7 @@ for await (const chunk of stream) {
 
 - [getResponseSynthesizer](/docs/api/functions/getResponseSynthesizer)
 - [responseModeSchema](/docs/api/variables/responseModeSchema)
-- [Refine](/docs/api/classes/Refine)
-- [CompactAndRefine](/docs/api/classes/CompactAndRefine)
-- [TreeSummarize](/docs/api/classes/TreeSummarize)
-- [MultiModal](/docs/api/classes/MultiModal)
+- [Refine](/typescript/framework-api-reference/classes/refine/)
+- [CompactAndRefine](/typescript/framework-api-reference/classes/compactandrefine/)
+- [TreeSummarize](/typescript/framework-api-reference/classes/treesummarize/)
+- [MultiModal](/typescript/framework-api-reference/classes/multimodal/)

docs/src/content/docs/framework/modules/rag/retriever.mdx

@@ -4,13 +4,13 @@ title: Retriever
 
 A retriever in LlamaIndex is what is used to fetch `Node`s from an index using a query string.
 
-- [VectorIndexRetriever](/docs/api/classes/VectorIndexRetriever) will fetch the top-k most similar nodes. Ideal for dense retrieval to find most relevant nodes.
-- [SummaryIndexRetriever](/docs/api/classes/SummaryIndexRetriever) will fetch all nodes no matter the query. Ideal when complete context is necessary, e.g. analyzing large datasets.
-- [SummaryIndexLLMRetriever](/docs/api/classes/SummaryIndexLLMRetriever) utilizes an LLM to score and filter nodes based on relevancy to the query.
-- [KeywordTableLLMRetriever](/docs/api/classes/KeywordTableLLMRetriever) uses an LLM to extract keywords from the query and retrieve relevant nodes based on keyword matches.
-- [KeywordTableSimpleRetriever](/docs/api/classes/KeywordTableSimpleRetriever) uses a basic frequency-based approach to extract keywords and retrieve nodes.
-- [KeywordTableRAKERetriever](/docs/api/classes/KeywordTableRAKERetriever) uses the RAKE (Rapid Automatic Keyword Extraction) algorithm to extract keywords from the query, focusing on co-occurrence and context for keyword-based retrieval.
-- [Bm25Retriever](/docs/api/classes/Bm25Retriever) uses the BM25 algorithm to extract keywords from the query and retrieve relevant nodes based on keyword matches.
+- [VectorIndexRetriever](/typescript/framework-api-reference/classes/vectorindexretriever/) will fetch the top-k most similar nodes. Ideal for dense retrieval to find most relevant nodes.
+- [SummaryIndexRetriever](/typescript/framework-api-reference/classes/summaryindexretriever/) will fetch all nodes no matter the query. Ideal when complete context is necessary, e.g. analyzing large datasets.
+- [SummaryIndexLLMRetriever](/typescript/framework-api-reference/classes/summaryindexllmretriever/) utilizes an LLM to score and filter nodes based on relevancy to the query.
+- [KeywordTableLLMRetriever](/typescript/framework-api-reference/classes/keywordtablellmretriever/) uses an LLM to extract keywords from the query and retrieve relevant nodes based on keyword matches.
+- [KeywordTableSimpleRetriever](/typescript/framework-api-reference/classes/keywordtablesimpleretriever/) uses a basic frequency-based approach to extract keywords and retrieve nodes.
+- [KeywordTableRAKERetriever](/typescript/framework-api-reference/classes/keywordtablerakeretriever/) uses the RAKE (Rapid Automatic Keyword Extraction) algorithm to extract keywords from the query, focusing on co-occurrence and context for keyword-based retrieval.
+- [Bm25Retriever](/typescript/framework-api-reference/classes/bm25retriever/) uses the BM25 algorithm to extract keywords from the query and retrieve relevant nodes based on keyword matches.
 
 ```typescript
 const retriever = vectorIndex.asRetriever({

docs/src/content/docs/framework/modules/ui/llamaindex-server.mdx

@@ -5,7 +5,7 @@ description: Running LlamaIndex workflows with both API endpoints and a user int
 
 # LlamaIndex Server
 
-LlamaIndexServer is a Next.js-based application that allows you to quickly launch your [LlamaIndex Workflows](https://ts.llamaindex.ai/typescript/framework/modules/agents/workflows) and [Agent Workflows](https://ts.llamaindex.ai/typescript/framework/modules/agents/agent_workflow) as an API server with an optional chat UI. It provides a complete environment for running LlamaIndex workflows with both API endpoints and a user interface for interaction.
+LlamaIndexServer is a Next.js-based application that allows you to quickly launch your [LlamaIndex Workflows](/typescript/workflows/) as an API server with an optional chat UI. It provides a complete environment for running LlamaIndex workflows with both API endpoints and a user interface for interaction.
 
 ## Features
 

e2e/examples/nextjs-node-runtime/CHANGELOG.md

@@ -1,5 +1,11 @@
 # @llamaindex/next-node-runtime
 
+## 0.1.63
+
+### Patch Changes
+
+- @llamaindex/huggingface@0.1.31
+
 ## 0.1.62
 
 ### Patch Changes

e2e/examples/nextjs-node-runtime/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/next-node-runtime-test",
-  "version": "0.1.62",
+  "version": "0.1.63",
   "private": true,
   "scripts": {
     "dev": "next dev",

e2e/examples/vite-import-llamaindex/package.json

@@ -17,7 +17,7 @@
     "@size-limit/preset-big-lib": "^11.1.6",
     "size-limit": "^11.1.6",
     "typescript": "^5.8.3",
-    "vite": "^6.3.6"
+    "vite": "^6.4.1"
   },
   "dependencies": {
     "llamaindex": "workspace:*"

examples/CHANGELOG.md

@@ -1,5 +1,24 @@
 # examples
 
+## 0.3.43
+
+### Patch Changes
+
+- Updated dependencies [1028877]
+  - @llamaindex/openai@0.4.21
+  - @llamaindex/clip@0.0.77
+  - @llamaindex/deepinfra@0.0.77
+  - @llamaindex/deepseek@0.0.39
+  - @llamaindex/fireworks@0.0.37
+  - @llamaindex/groq@0.0.93
+  - @llamaindex/huggingface@0.1.31
+  - @llamaindex/jinaai@0.0.37
+  - @llamaindex/perplexity@0.0.34
+  - @llamaindex/azure@0.1.38
+  - @llamaindex/together@0.0.37
+  - @llamaindex/vllm@0.0.63
+  - @llamaindex/xai@0.0.24
+
 ## 0.3.42
 
 ### Patch Changes

examples/models/openai/live/browser/open-ai-realtime/package.json

@@ -24,6 +24,6 @@
     "globals": "^16.0.0",
     "typescript": "~5.8.3",
     "typescript-eslint": "^8.36.0",
-    "vite": "^6.3.5"
+    "vite": "^6.4.1"
   }
 }

examples/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/examples",
-  "version": "0.3.42",
+  "version": "0.3.43",
   "private": true,
   "scripts": {
     "lint": "eslint .",
@@ -14,24 +14,24 @@
     "@llamaindex/anthropic": "^0.3.25",
     "@llamaindex/assemblyai": "^0.1.21",
     "@llamaindex/astra": "^0.0.36",
-    "@llamaindex/azure": "^0.1.37",
+    "@llamaindex/azure": "^0.1.38",
     "@llamaindex/bm25-retriever": "^0.0.11",
     "@llamaindex/chroma": "^0.0.36",
-    "@llamaindex/clip": "^0.0.76",
+    "@llamaindex/clip": "^0.0.77",
     "llama-cloud-services": "^0.3.5",
     "@llamaindex/cohere": "^0.0.36",
     "@llamaindex/core": "^0.6.22",
-    "@llamaindex/deepinfra": "^0.0.76",
-    "@llamaindex/deepseek": "^0.0.38",
+    "@llamaindex/deepinfra": "^0.0.77",
+    "@llamaindex/deepseek": "^0.0.39",
     "@llamaindex/discord": "^0.1.21",
     "@llamaindex/elastic-search": "^0.1.22",
     "@llamaindex/env": "^0.1.30",
     "@llamaindex/firestore": "^1.0.29",
-    "@llamaindex/fireworks": "^0.0.36",
+    "@llamaindex/fireworks": "^0.0.37",
     "@llamaindex/google": "^0.3.22",
-    "@llamaindex/groq": "^0.0.92",
-    "@llamaindex/huggingface": "^0.1.30",
-    "@llamaindex/jinaai": "^0.0.36",
+    "@llamaindex/groq": "^0.0.93",
+    "@llamaindex/huggingface": "^0.1.31",
+    "@llamaindex/jinaai": "^0.0.37",
     "@llamaindex/milvus": "^0.1.31",
     "@llamaindex/mistral": "^0.1.22",
     "@llamaindex/mixedbread": "^0.0.36",
@@ -39,8 +39,8 @@
     "@llamaindex/node-parser": "^2.0.22",
     "@llamaindex/notion": "^0.1.21",
     "@llamaindex/ollama": "^0.1.23",
-    "@llamaindex/openai": "^0.4.20",
-    "@llamaindex/perplexity": "^0.0.33",
+    "@llamaindex/openai": "^0.4.21",
+    "@llamaindex/perplexity": "^0.0.34",
     "@llamaindex/pinecone": "^0.1.22",
     "@llamaindex/portkey-ai": "^0.0.64",
     "@llamaindex/postgres": "^0.0.65",
@@ -48,15 +48,15 @@
     "@llamaindex/readers": "^3.1.21",
     "@llamaindex/replicate": "^0.0.64",
     "@llamaindex/supabase": "^0.1.23",
-    "@llamaindex/together": "^0.0.36",
+    "@llamaindex/together": "^0.0.37",
     "@llamaindex/tools": "^0.1.12",
     "@llamaindex/upstash": "^0.0.36",
     "@llamaindex/vercel": "^0.1.22",
-    "@llamaindex/vllm": "^0.0.62",
+    "@llamaindex/vllm": "^0.0.63",
     "@llamaindex/voyage-ai": "^1.0.28",
     "@llamaindex/weaviate": "^0.0.37",
     "@llamaindex/workflow": "^1.1.24",
-    "@llamaindex/xai": "^0.0.23",
+    "@llamaindex/xai": "^0.0.24",
     "@notionhq/client": "^4.0.0",
     "@pinecone-database/pinecone": "^4.0.0",
     "@vercel/postgres": "^0.10.0",

packages/llamaindex/tests/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/core-test
 
+## 0.1.22
+
+### Patch Changes
+
+- Updated dependencies [1028877]
+  - @llamaindex/openai@0.4.21
+
 ## 0.1.21
 
 ### Patch Changes

packages/llamaindex/tests/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/llamaindex-test",
   "private": true,
-  "version": "0.1.21",
+  "version": "0.1.22",
   "type": "module",
   "scripts": {
     "test": "vitest run"

packages/providers/aws/CHANGELOG.md

@@ -1,5 +1,11 @@
 # @llamaindex/community
 
+## 0.0.120
+
+### Patch Changes
+
+- dea763e: fix typo for APAC Claude Sonnet 4 model name
+
 ## 0.0.119
 
 ### Patch Changes

packages/providers/aws/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/aws",
   "description": "AWS package for LlamaIndexTS",
-  "version": "0.0.119",
+  "version": "0.0.120",
   "type": "module",
   "types": "dist/type/index.d.ts",
   "main": "dist/cjs/index.js",

packages/providers/aws/src/llm/bedrock/index.ts

@@ -149,7 +149,7 @@ export const INFERENCE_BEDROCK_MODELS = {
   APAC_ANTHROPIC_CLAUDE_3_7_SONNET:
     "apac.anthropic.claude-3-7-sonnet-20250219-v1:0",
   APAC_ANTHROPIC_CLAUDE_4_SONNET:
-    "apac.anthropic.claude-sonnet-4-20250514-v1:0q",
+    "apac.anthropic.claude-sonnet-4-20250514-v1:0",
   APAC_ANTHROPIC_CLAUDE_3_HAIKU: "apac.anthropic.claude-3-haiku-20240307-v1:0",
   APAC_ANTHROPIC_CLAUDE_3_SONNET:
     "apac.anthropic.claude-3-sonnet-20240229-v1:0",

packages/providers/clip/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/clip
 
+## 0.0.77
+
+### Patch Changes
+
+- Updated dependencies [1028877]
+  - @llamaindex/openai@0.4.21
+
 ## 0.0.76
 
 ### Patch Changes

packages/providers/clip/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/clip",
   "description": "Clip Embedding Adapter for LlamaIndex",
-  "version": "0.0.76",
+  "version": "0.0.77",
   "type": "module",
   "types": "dist/index.d.ts",
   "main": "dist/index.cjs",

packages/providers/deepinfra/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/deepinfra
 
+## 0.0.77
+
+### Patch Changes
+
+- Updated dependencies [1028877]
+  - @llamaindex/openai@0.4.21
+
 ## 0.0.76
 
 ### Patch Changes

packages/providers/deepinfra/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/deepinfra",
   "description": "Deepinfra Adapter for LlamaIndex",
-  "version": "0.0.76",
+  "version": "0.0.77",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/deepseek/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/deepseek
 
+## 0.0.39
+
+### Patch Changes
+
+- Updated dependencies [1028877]
+  - @llamaindex/openai@0.4.21
+
 ## 0.0.38
 
 ### Patch Changes

packages/providers/deepseek/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/deepseek",
   "description": "DeepSeek Adapter for LlamaIndex",
-  "version": "0.0.38",
+  "version": "0.0.39",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/fireworks/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/fireworks
 
+## 0.0.37
+
+### Patch Changes
+
+- Updated dependencies [1028877]
+  - @llamaindex/openai@0.4.21
+
 ## 0.0.36
 
 ### Patch Changes

packages/providers/fireworks/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/fireworks",
   "description": "Fireworks Adapter for LlamaIndex",
-  "version": "0.0.36",
+  "version": "0.0.37",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/groq/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/groq
 
+## 0.0.93
+
+### Patch Changes
+
+- Updated dependencies [1028877]
+  - @llamaindex/openai@0.4.21
+
 ## 0.0.92
 
 ### Patch Changes

packages/providers/groq/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/groq",
   "description": "Groq Adapter for LlamaIndex",
-  "version": "0.0.92",
+  "version": "0.0.93",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/huggingface/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/huggingface
 
+## 0.1.31
+
+### Patch Changes
+
+- Updated dependencies [1028877]
+  - @llamaindex/openai@0.4.21
+
 ## 0.1.30
 
 ### Patch Changes

packages/providers/huggingface/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/huggingface",
   "description": "Huggingface Adapter for LlamaIndex",
-  "version": "0.1.30",
+  "version": "0.1.31",
   "type": "module",
   "types": "dist/index.d.ts",
   "main": "dist/index.cjs",

packages/providers/jinaai/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/jinaai
 
+## 0.0.37
+
+### Patch Changes
+
+- Updated dependencies [1028877]
+  - @llamaindex/openai@0.4.21
+
 ## 0.0.36
 
 ### Patch Changes

packages/providers/jinaai/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/jinaai",
   "description": "JinaAI Adapter for LlamaIndex",
-  "version": "0.0.36",
+  "version": "0.0.37",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/openai/CHANGELOG.md

@@ -1,5 +1,11 @@
 # @llamaindex/openai
 
+## 0.4.21
+
+### Patch Changes
+
+- 1028877: Fix support for reasoning effort, and add support for reasoning summary
+
 ## 0.4.20
 
 ### Patch Changes

packages/providers/openai/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/openai",
   "description": "OpenAI Adapter for LlamaIndex",
-  "version": "0.4.20",
+  "version": "0.4.21",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/openai/src/responses.ts

@@ -53,6 +53,7 @@ export class OpenAIResponses extends ToolCallLLM<OpenAIResponsesChatOptions> {
   maxOutputTokens?: number | undefined;
   additionalChatOptions?: OpenAIResponsesChatOptions | undefined;
   reasoningEffort?: "low" | "medium" | "high" | undefined;
+  reasoningSummary?: "auto" | "concise" | "detailed" | undefined;
   apiKey?: string | undefined;
   baseURL?: string | undefined;
   maxRetries: number;
@@ -86,6 +87,9 @@ export class OpenAIResponses extends ToolCallLLM<OpenAIResponsesChatOptions> {
       ? init?.reasoningEffort
       : undefined;
 
+    this.reasoningSummary = isReasoningModel(this.model)
+      ? init?.reasoningSummary
+      : undefined;
     this.topP = init?.topP ?? 1;
     this.maxOutputTokens = init?.maxOutputTokens ?? undefined;
     this.maxRetries = init?.maxRetries ?? 10;
@@ -515,6 +519,10 @@ export class OpenAIResponses extends ToolCallLLM<OpenAIResponsesChatOptions> {
 
     const baseRequestParams = <OpenAILLM.Responses.ResponseCreateParams>{
       model: this.model,
+      reasoning: {
+        effort: this.reasoningEffort,
+        summary: this.reasoningSummary,
+      },
       include: this.include,
       input: this.toOpenAIResponseMessages(messages),
       tools: processedBuiltInTools,

packages/providers/openai/tests/responses.test.ts

@@ -1,6 +1,7 @@
 import type { BaseTool, ToolCallOptions } from "@llamaindex/core/llms";
-import { describe, expect, it } from "vitest";
+import { describe, expect, it, vi } from "vitest";
 import { OpenAIResponses } from "../src/responses";
+import { LLMInstance } from "../src/utils";
 
 const API_KEY = process.env.MY_OPENAI_API_KEY;
 
@@ -94,6 +95,54 @@ describe("OpenAIResponses Integration Tests", () => {
 });
 
 describe("OpenAIResponses Unit Tests", () => {
+  it("passes reasoning_effort to OpenAI SDK when reasoningEffort is set", async () => {
+    const createSpy = vi.fn().mockResolvedValue({
+      id: "resp_123",
+      output: [
+        {
+          type: "message",
+          role: "assistant",
+          content: [
+            {
+              type: "output_text",
+              text: "ok",
+            },
+          ],
+        },
+      ],
+    });
+
+    const mockSession = {
+      responses: {
+        create: createSpy,
+      },
+      apiKey: undefined,
+      baseURL: undefined,
+      chat: {} as unknown,
+      embeddings: {} as unknown,
+    } as const;
+
+    const llm = new OpenAIResponses({
+      model: "gpt-5",
+      reasoningEffort: "high",
+      reasoningSummary: "auto",
+      session: mockSession as unknown as LLMInstance,
+    });
+
+    await llm.chat({
+      messages: [
+        {
+          role: "user",
+          content: "hello",
+        },
+      ],
+    });
+
+    expect(createSpy).toHaveBeenCalledTimes(1);
+    const arg = createSpy.mock.calls[0]?.[0] as Record<string, unknown>;
+    expect(arg["reasoning"]).toHaveProperty("effort", "high");
+    expect(arg["reasoning"]).toHaveProperty("summary", "auto");
+  });
   // Testing utility functions
   describe("processMessageContent", () => {
     const llm = new OpenAIResponses({

packages/providers/perplexity/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/perplexity
 
+## 0.0.34
+
+### Patch Changes
+
+- Updated dependencies [1028877]
+  - @llamaindex/openai@0.4.21
+
 ## 0.0.33
 
 ### Patch Changes

packages/providers/perplexity/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/perplexity",
   "description": "Perplexity Adapter for LlamaIndex",
-  "version": "0.0.33",
+  "version": "0.0.34",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/storage/azure/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/azure
 
+## 0.1.38
+
+### Patch Changes
+
+- Updated dependencies [1028877]
+  - @llamaindex/openai@0.4.21
+
 ## 0.1.37
 
 ### Patch Changes

packages/providers/storage/azure/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/azure",
   "description": "Azure Storage for LlamaIndex",
-  "version": "0.1.37",
+  "version": "0.1.38",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/together/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/together
 
+## 0.0.37
+
+### Patch Changes
+
+- Updated dependencies [1028877]
+  - @llamaindex/openai@0.4.21
+
 ## 0.0.36
 
 ### Patch Changes

packages/providers/together/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/together",
   "description": "Together Adapter for LlamaIndex",
-  "version": "0.0.36",
+  "version": "0.0.37",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/vllm/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/vllm
 
+## 0.0.63
+
+### Patch Changes
+
+- Updated dependencies [1028877]
+  - @llamaindex/openai@0.4.21
+
 ## 0.0.62
 
 ### Patch Changes

packages/providers/vllm/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/vllm",
   "description": "vLLM Adapter for LlamaIndex",
-  "version": "0.0.62",
+  "version": "0.0.63",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/xai/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/xai
 
+## 0.0.24
+
+### Patch Changes
+
+- Updated dependencies [1028877]
+  - @llamaindex/openai@0.4.21
+
 ## 0.0.23
 
 ### Patch Changes

packages/providers/xai/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/xai",
   "description": "XAI Adapter for LlamaIndex",
-  "version": "0.0.23",
+  "version": "0.0.24",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",