diff --git a/llama-index-cli/llama_index/cli/upgrade/mappings.json b/llama-index-cli/llama_index/cli/upgrade/mappings.json
index 1316da31b1b2a4446d57a548b3bfd0a2df6995df..86b7b3ae5417fc08fbe40e145aa430d82b8bbf6e 100644
--- a/llama-index-cli/llama_index/cli/upgrade/mappings.json
+++ b/llama-index-cli/llama_index/cli/upgrade/mappings.json
@@ -53,6 +53,7 @@
"set_global_handler": "llama_index.core",
"set_global_tokenizer": "llama_index.core",
"get_tokenizer": "llama_index.core",
+ "Settings": "llama_index.core",
"AgentRunner": "llama_index.core.agent",
"ParallelAgentRunner": "llama_index.core.agent",
"ReActAgentWorker": "llama_index.core.agent",
@@ -70,14 +71,6 @@
"LlamaDebugHandler": "llama_index.core.callbacks",
"TokenCountingHandler": "llama_index.core.callbacks",
"trace_method": "llama_index.core.callbacks",
- "deepeval_callback_handler": "llama_index.callbacks.deepeval",
- "OpenInferenceCallbackHandler": "llama_index.callbacks.openinference",
- "WandbCallbackHandler": "llama_index.callbacks.wandb",
- "argilla_callback_handler": "llama_index.callbacks.argilla",
- "honeyhive_callback_handler": "llama_index.callbacks.honeyhive",
- "arize_phoenix_callback_handler": "llama_index.callbacks.arize_phoenix",
- "AimCallback": "llama_index.callbacks.aim",
- "PromptLayerHandler": "llama_index.callbacks.promptlayer",
"SimpleChatEngine": "llama_index.core.chat_engine",
"CondenseQuestionChatEngine": "llama_index.core.chat_engine",
"ContextChatEngine": "llama_index.core.chat_engine",
@@ -92,6 +85,7 @@
"BaseEmbedding": "llama_index.core.embeddings",
"MultiModalEmbedding": "llama_index.core.embeddings",
"Pooling": "llama_index.core.embeddings",
+ "resolve_embed_model": "llama_index.core.embeddings",
"BaseEvaluator": "llama_index.core.evaluation",
"AnswerRelevancyEvaluator": "llama_index.core.evaluation",
"ContextRelevancyEvaluator": "llama_index.core.evaluation",
@@ -128,7 +122,7 @@
"BaseExtractor": "llama_index.core.extractors",
"PydanticProgramExtractor": "llama_index.core.extractors",
"SimpleGraphStore": "llama_index.core.graph_stores",
- "SummaryIndex": "llama_index.core",
+ "SummaryIndex": "llama_index.core.indices",
"PandasIndex": "llama_index.core.indices",
"SQLStructStoreIndex": "llama_index.core.indices",
"MultiModalVectorStoreIndex": "llama_index.core.indices",
@@ -181,6 +175,7 @@
"CompletionResponseGen": "llama_index.core.llms",
"LLMMetadata": "llama_index.core.llms",
"MessageRole": "llama_index.core.llms",
+ "MockLLM": "llama_index.core.llms",
"BaseMemory": "llama_index.core.memory",
"ChatMemoryBuffer": "llama_index.core.memory",
"MultiModalLLMMetadata": "llama_index.core.multi_modal_llms",
@@ -203,6 +198,8 @@
"UnstructuredElementNodeParser": "llama_index.core.node_parser",
"get_leaf_nodes": "llama_index.core.node_parser",
"get_root_nodes": "llama_index.core.node_parser",
+ "get_child_nodes": "llama_index.core.node_parser",
+ "get_deeper_nodes": "llama_index.core.node_parser",
"# deprecated": "llama_index.core.node_parser",
"for backwards compatibilitySimpleNodeParser": "llama_index.core.node_parser",
"ObjectRetriever": "llama_index.core.objects",
@@ -269,15 +266,19 @@
"AgentInputComponent": "llama_index.core.query_pipeline",
"ArgPackComponent": "llama_index.core.query_pipeline",
"FnComponent": "llama_index.core.query_pipeline",
+ "FunctionComponent": "llama_index.core.query_pipeline",
"InputComponent": "llama_index.core.query_pipeline",
"RouterComponent": "llama_index.core.query_pipeline",
"ToolRunnerComponent": "llama_index.core.query_pipeline",
"QueryPipeline": "llama_index.core.query_pipeline",
+ "CustomAgentComponent": "llama_index.core.query_pipeline",
+ "QueryComponent": "llama_index.core.query_pipeline",
+ "Link": "llama_index.core.query_pipeline",
+ "ChainableMixin": "llama_index.core.query_pipeline",
+ "CustomQueryComponent": "llama_index.core.query_pipeline",
"LLMQuestionGenerator": "llama_index.core.question_gen",
"SubQuestionOutputParser": "llama_index.core.question_gen",
"ReaderConfig": "llama_index.core.readers",
- "PDFReader": "llama_index.readers.file",
- "HTMLTagReader": "llama_index.readers.file",
"StringIterableReader": "llama_index.core.readers",
"ResponseMode": "llama_index.core.response_synthesizers",
"BaseSynthesizer": "llama_index.core.response_synthesizers",
@@ -336,6 +337,18 @@
"FilterCondition": "llama_index.core.vector_stores",
"FilterOperator": "llama_index.core.vector_stores",
"SimpleVectorStore": "llama_index.core.vector_stores",
+ "AutoMergingRetrieverPack": "llama_index.packs.auto_merging_retriever",
+ "ChainOfTablePack": "llama_index.packs.tables",
+ "MixSelfConsistencyPack": "llama_index.packs.tables",
+ "upgrade_dir": "llama_index.cli.new_package",
+ "upgrade_file": "llama_index.cli.new_package",
+ "RagCLI": "llama_index.cli.rag",
+ "default_ragcli_persist_dir": "llama_index.cli.rag",
+ "ContributorClient": "llama_index.networks",
+ "ContributorClientSettings": "llama_index.networks",
+ "ContributorService": "llama_index.networks",
+ "ContributorServiceSettings": "llama_index.networks",
+ "NetworkQueryEngine": "llama_index.networks",
"BaseParamTuner": "llama_index.experimental.param_tuner",
"ParamTuner": "llama_index.experimental.param_tuner",
"AsyncParamTuner": "llama_index.experimental.param_tuner",
@@ -354,8 +367,9 @@
"SingleStoreVectorStore": "llama_index.vector_stores.singlestoredb",
"QdrantVectorStore": "llama_index.vector_stores.qdrant",
"PineconeVectorStore": "llama_index.vector_stores.pinecone",
+ "DuckDBVectorStore": "llama_index.vector_stores.duckdb",
"SupabaseVectorStore": "llama_index.vector_stores.supabase",
- "AstraDBVectorStore": "llama_index.vector_stores.astra_db",
+ "UpstashVectorStore": "llama_index.vector_stores.upstash",
"LanceDBVectorStore": "llama_index.vector_stores.lancedb",
"ElasticsearchStore": "llama_index.vector_stores.elasticsearch",
"PGVectorStore": "llama_index.vector_stores.postgres",
@@ -372,9 +386,15 @@
"DashVectorStore": "llama_index.vector_stores.dashvector",
"JaguarVectorStore": "llama_index.vector_stores.jaguar",
"FaissVectorStore": "llama_index.vector_stores.faiss",
+ "AzureAISearchVectorStore": "llama_index.vector_stores.azureaisearch",
+ "CognitiveSearchVectorStore": "llama_index.vector_stores.azureaisearch",
+ "IndexManagement": "llama_index.vector_stores.azureaisearch",
+ "MetadataIndexFieldType": "llama_index.vector_stores.azureaisearch",
"MongoDBAtlasVectorSearch": "llama_index.vector_stores.mongodb",
+ "AstraDBVectorStore": "llama_index.vector_stores.astra_db",
"ChromaVectorStore": "llama_index.vector_stores.chroma",
"BagelVectorStore": "llama_index.vector_stores.bagel",
+ "ClickHouseVectorStore": "llama_index.vector_stores.clickhouse",
"TxtaiVectorStore": "llama_index.vector_stores.txtai",
"EpsillaVectorStore": "llama_index.vector_stores.epsilla",
"LanternVectorStore": "llama_index.vector_stores.lantern",
@@ -383,12 +403,12 @@
"TypesenseVectorStore": "llama_index.vector_stores.typesense",
"PGVectoRsStore": "llama_index.vector_stores.pgvecto_rs",
"OpensearchVectorStore": "llama_index.vector_stores.opensearch",
+ "OpensearchVectorClient": "llama_index.vector_stores.opensearch",
"DocArrayInMemoryVectorStore": "llama_index.vector_stores.docarray",
"DocArrayHnswVectorStore": "llama_index.vector_stores.docarray",
"DynamoDBVectorStore": "llama_index.vector_stores.dynamodb",
"ChatGPTRetrievalPluginClient": "llama_index.vector_stores.chatgpt_plugin",
"TairVectorStore": "llama_index.vector_stores.tair",
- "CognitiveSearchVectorStore": "llama_index.vector_stores.cogsearch",
"RedisVectorStore": "llama_index.vector_stores.redis",
"set_google_config": "llama_index.vector_stores.google",
"GoogleVectorStore": "llama_index.vector_stores.google",
@@ -397,6 +417,8 @@
"YouRetriever": "llama_index.retrievers.you",
"ZillizCloudPipelineIndex": "llama_index.indices.managed.zilliz",
"ZillizCloudPipelineRetriever": "llama_index.indices.managed.zilliz",
+ "LlamaCloudIndex": "llama_index.indices.managed.llama_cloud",
+ "LlamaCloudRetriever": "llama_index.indices.managed.llama_cloud",
"ColbertIndex": "llama_index.indices.managed.colbert",
"VectaraIndex": "llama_index.indices.managed.vectara",
"VectaraRetriever": "llama_index.indices.managed.vectara",
@@ -404,13 +426,12 @@
"GoogleIndex": "llama_index.indices.managed.google",
"SalesforceToolSpec": "llama_index.tools.salesforce",
"PythonFileToolSpec": "llama_index.tools.python_file",
+ "IonicShoppingToolSpec": "llama_index.tools.ionic_shopping",
"TextToImageToolSpec": "llama_index.tools.text_to_image",
"OpenAPIToolSpec": "llama_index.tools.openapi",
- "IonicShoppingToolSpec": "llama_index.tools.ionic_shopping",
"ShopifyToolSpec": "llama_index.tools.shopify",
"MetaphorToolSpec": "llama_index.tools.metaphor",
"ACTION_URL_TMPL": "llama_index.tools.zapier",
- "ExaToolSpec": "llama_index.tools.exa",
"ZapierToolSpec": "llama_index.tools.zapier",
"WikipediaToolSpec": "llama_index.tools.wikipedia",
"GoogleCalendarToolSpec": "llama_index.tools.google",
@@ -424,12 +445,17 @@
"ChatGPTPluginToolSpec": "llama_index.tools.chatgpt_plugin",
"Neo4jQueryToolSpec": "llama_index.tools.neo4j",
"BingSearchToolSpec": "llama_index.tools.bing_search",
+ "YahooFinanceToolSpec": "llama_index.tools.yahoo_finance",
+ "ExaToolSpec": "llama_index.tools.exa",
+ "DuckDuckGoSearchToolSpec": "llama_index.tools.duckduckgo",
"CogniswitchToolSpec": "llama_index.tools.cogniswitch",
"AzureCVToolSpec": "llama_index.tools.azure_cv",
"CV_URL_TMPL": "llama_index.tools.azure_cv",
"NotionToolSpec": "llama_index.tools.notion",
"YelpToolSpec": "llama_index.tools.yelp",
+ "FinanceAgentToolSpec": "llama_index.tools.finance",
"OpenWeatherMapToolSpec": "llama_index.tools.weather",
+ "BraveSearchToolSpec": "llama_index.tools.brave_search",
"AzureSpeechToolSpec": "llama_index.tools.azure_speech",
"WolframAlphaToolSpec": "llama_index.tools.wolfram_alpha",
"SlackToolSpec": "llama_index.tools.slack",
@@ -450,9 +476,17 @@
"LLMRailsEmbedding": "llama_index.embeddings.llm_rails",
"LLMRailsEmbeddings": "llama_index.embeddings.llm_rails",
"AdapterEmbeddingModel": "llama_index.embeddings.adapter",
+ "LinearAdapterEmbeddingModel": "llama_index.embeddings.adapter",
+ "BaseAdapter": "llama_index.embeddings.adapter",
+ "LinearLayer": "llama_index.embeddings.adapter",
"TogetherEmbedding": "llama_index.embeddings.together",
"VoyageEmbedding": "llama_index.embeddings.voyageai",
"GradientEmbedding": "llama_index.embeddings.gradient",
+ "DashScopeTextEmbeddingType": "llama_index.embeddings.dashscope",
+ "DashScopeTextEmbeddingModels": "llama_index.embeddings.dashscope",
+ "DashScopeBatchTextEmbeddingModels": "llama_index.embeddings.dashscope",
+ "DashScopeEmbedding": "llama_index.embeddings.dashscope",
+ "DashScopeMultiModalEmbeddingModels": "llama_index.embeddings.dashscope",
"HuggingFaceEmbedding": "llama_index.embeddings.huggingface",
"HuggingFaceInferenceAPIEmbedding": "llama_index.embeddings.huggingface",
"HuggingFaceInferenceAPIEmbeddings": "llama_index.embeddings.huggingface",
@@ -463,10 +497,12 @@
"OpenAIEmbeddingModelType": "llama_index.embeddings.openai",
"OpenAIEmbeddingModeModel": "llama_index.embeddings.openai",
"CohereEmbedding": "llama_index.embeddings.cohere",
+ "IntelEmbedding": "llama_index.embeddings.huggingface_optimum_intel",
"JinaEmbedding": "llama_index.embeddings.jinaai",
"NomicEmbedding": "llama_index.embeddings.nomic",
"GeminiEmbedding": "llama_index.embeddings.gemini",
"FastEmbedEmbedding": "llama_index.embeddings.fastembed",
+ "FireworksEmbedding": "llama_index.embeddings.fireworks",
"InstructorEmbedding": "llama_index.embeddings.instructor",
"OptimumEmbedding": "llama_index.embeddings.huggingface_optimum",
"LangchainEmbedding": "llama_index.embeddings.langchain",
@@ -474,31 +510,46 @@
"GoogleUnivSentEncoderEmbedding": "llama_index.embeddings.google",
"MistralAIEmbedding": "llama_index.embeddings.mistralai",
"BedrockEmbedding": "llama_index.embeddings.bedrock",
+ "Models": "llama_index.embeddings.bedrock",
"ClarifaiEmbedding": "llama_index.embeddings.clarifai",
"ElasticsearchEmbedding": "llama_index.embeddings.elasticsearch",
"AzureOpenAIEmbedding": "llama_index.embeddings.azure_openai",
+ "AzureOpenAI": "llama_index.embeddings.azure_openai",
+ "AsyncAzureOpenAI": "llama_index.embeddings.azure_openai",
"TextEmbeddingsInference": "llama_index.embeddings.text_embeddings_inference",
+ "UpTrainCallbackHandler": "llama_index.callbacks.uptrain",
+ "deepeval_callback_handler": "llama_index.callbacks.deepeval",
+ "OpenInferenceCallbackHandler": "llama_index.callbacks.openinference",
+ "WandbCallbackHandler": "llama_index.callbacks.wandb",
+ "argilla_callback_handler": "llama_index.callbacks.argilla",
+ "honeyhive_callback_handler": "llama_index.callbacks.honeyhive",
+ "arize_phoenix_callback_handler": "llama_index.callbacks.arize_phoenix",
+ "AimCallback": "llama_index.callbacks.aim",
+ "PromptLayerHandler": "llama_index.callbacks.promptlayer",
+ "JinaRerank": "llama_index.postprocessor.jinaai_rerank",
+ "ColbertRerank": "llama_index.postprocessor.colbert_rerank",
"LongLLMLinguaPostprocessor": "llama_index.postprocessor.longllmlingua",
"RankGPTRerank": "llama_index.postprocessor.rankgpt_rerank",
"CohereRerank": "llama_index.postprocessor.cohere_rerank",
+ "PresidioPIINodePostprocessor": "llama_index.postprocessor.presidio",
"FlagEmbeddingReranker": "llama_index.postprocessor.flag_embedding_reranker",
"Neo4jGraphStore": "llama_index.graph_stores.neo4j",
"FalkorDBGraphStore": "llama_index.graph_stores.falkordb",
"KuzuGraphStore": "llama_index.graph_stores.kuzu",
"NebulaGraphStore": "llama_index.graph_stores.nebula",
"OpenAIMultiModal": "llama_index.multi_modal_llms.openai",
+ "OllamaMultiModal": "llama_index.multi_modal_llms.ollama",
"AzureOpenAIMultiModal": "llama_index.multi_modal_llms.azure_openai",
"ReplicateMultiModal": "llama_index.multi_modal_llms.replicate",
"GeminiMultiModal": "llama_index.multi_modal_llms.gemini",
- "OllamaMultiModal": "llama_index.multi_modal_llms.ollama",
"DashScopeMultiModal": "llama_index.multi_modal_llms.dashscope",
"DashScopeMultiModalModels": "llama_index.multi_modal_llms.dashscope",
"OpenAIAgent": "llama_index.agent.openai",
"OpenAIAgentWorker": "llama_index.agent.openai",
"OpenAIAssistantAgent": "llama_index.agent.openai",
+ "ContextRetrieverOpenAIAgent": "llama_index.agent.openai_legacy",
"BaseOpenAIAgent": "llama_index.agent.openai_legacy",
"FnRetrieverOpenAIAgent": "llama_index.agent.openai_legacy",
- "ContextRetrieverOpenAIAgent": "llama_index.agent.openai_legacy",
"PostgresKVStore": "llama_index.storage.kvstore.postgres",
"RedisKVStore": "llama_index.storage.kvstore.redis",
"FirestoreKVStore": "llama_index.storage.kvstore.firestore",
@@ -531,10 +582,9 @@
"AugmentationPrecisionEvaluator": "llama_index.evaluation.tonic_validate",
"RetrievalPrecisionEvaluator": "llama_index.evaluation.tonic_validate",
"TonicValidateEvaluator": "llama_index.evaluation.tonic_validate",
- "BaseReader": "llama_index.core.readers.base",
+ "LlamaParse": "llama_index.readers.llama_parse",
"DocugamiReader": "llama_index.readers.docugami",
"SlackReader": "llama_index.readers.slack",
- "GeniusReader": "llama_index.readers.genius",
"YoutubeTranscriptReader": "llama_index.readers.youtube_transcript",
"MboxReader": "llama_index.readers.mbox",
"StackoverflowReader": "llama_index.readers.stackoverflow",
@@ -543,7 +593,6 @@
"DiscordReader": "llama_index.readers.discord",
"EarningsCallTranscript": "llama_index.readers.earnings_call_transcript",
"SimpleCouchDBReader": "llama_index.readers.couchdb",
- "CouchbaseReader": "llama_index.readers.couchbase",
"SingleStoreReader": "llama_index.readers.singlestore",
"JSONReader": "llama_index.readers.json",
"TrelloReader": "llama_index.readers.trello",
@@ -564,9 +613,9 @@
"OpendalS3Reader": "llama_index.readers.opendal",
"AzStorageBlobReader": "llama_index.readers.azstorage_blob",
"ReadwiseReader": "llama_index.readers.readwise",
+ "GeniusReader": "llama_index.readers.genius",
"ApifyActor": "llama_index.readers.apify",
"ApifyDataset": "llama_index.readers.apify",
- "SimpleArangoDBReader": "llama_index.readers.arango_db",
"AthenaReader": "llama_index.readers.athena",
"DatabaseReader": "llama_index.readers.database",
"RemoteReader": "llama_index.readers.remote",
@@ -578,6 +627,7 @@
"MilvusReader": "llama_index.readers.milvus",
"PDFNougatOCR": "llama_index.readers.nougat_ocr",
"AssemblyAIAudioTranscriptReader": "llama_index.readers.assemblyai",
+ "TranscriptFormat": "llama_index.readers.assemblyai",
"GraphDBCypherReader": "llama_index.readers.graphdb_cypher",
"ConfluenceReader": "llama_index.readers.confluence",
"LilacReader": "llama_index.readers.lilac",
@@ -590,8 +640,6 @@
"SimpleMongoReader": "llama_index.readers.mongodb",
"NotionPageReader": "llama_index.readers.notion",
"WordpressReader": "llama_index.readers.wordpress",
- "XMLReader": "llama_index.readers.file",
- "PagedCSVReader": "llama_index.readers.file",
"AirbyteTypeformReader": "llama_index.readers.airbyte_typeform",
"AirbyteZendeskSupportReader": "llama_index.readers.airbyte_zendesk_support",
"FirestoreReader": "llama_index.readers.firestore",
@@ -609,6 +657,7 @@
"FirebaseRealtimeDatabaseReader": "llama_index.readers.firebase_realtimedb",
"RemoteDepthReader": "llama_index.readers.remote_depth",
"MakeWrapper": "llama_index.readers.make_com",
+ "SimpleArangoDBReader": "llama_index.readers.arango_db",
"MangaDexReader": "llama_index.readers.mangadex",
"IntercomReader": "llama_index.readers.intercom",
"AirbyteGongReader": "llama_index.readers.airbyte_gong",
@@ -640,6 +689,7 @@
"GmailReader": "llama_index.readers.google",
"GoogleKeepReader": "llama_index.readers.google",
"FeishuDocsReader": "llama_index.readers.feishu_docs",
+ "CouchbaseReader": "llama_index.readers.couchbase",
"OpenAlexReader": "llama_index.readers.openalex",
"TxtaiReader": "llama_index.readers.txtai",
"AzCognitiveSearchReader": "llama_index.readers.azcognitive_search",
@@ -665,8 +715,10 @@
"HubspotReader": "llama_index.readers.hubspot",
"DocxReader": "llama_index.readers.file",
"HWPReader": "llama_index.readers.file",
+ "PDFReader": "llama_index.readers.file",
"EpubReader": "llama_index.readers.file",
"FlatReader": "llama_index.readers.file",
+ "HTMLTagReader": "llama_index.readers.file",
"ImageCaptionReader": "llama_index.readers.file",
"ImageReader": "llama_index.readers.file",
"ImageVisionLLMReader": "llama_index.readers.file",
@@ -678,7 +730,9 @@
"UnstructuredReader": "llama_index.readers.file",
"PyMuPDFReader": "llama_index.readers.file",
"ImageTabularChartReader": "llama_index.readers.file",
- "CSVReader": "llama_index.readers.file.tabular",
+ "XMLReader": "llama_index.readers.file",
+ "PagedCSVReader": "llama_index.readers.file",
+ "CSVReader": "llama_index.readers.file",
"KalturaESearchReader": "llama_index.readers.kaltura_esearch",
"AwadbReader": "llama_index.readers.awadb",
"IMDBReviews": "llama_index.readers.imdb_review",
@@ -706,26 +760,31 @@
"ChromaReader": "llama_index.readers.chroma",
"WeatherReader": "llama_index.readers.weather",
"ChatGPTRetrievalPluginReader": "llama_index.readers.chatgpt_plugin",
+ "ClickHouseReader": "llama_index.readers.clickhouse",
"MetalReader": "llama_index.readers.metal",
"BoardDocsReader": "llama_index.readers.boarddocs",
"GuidanceQuestionGenerator": "llama_index.question_gen.guidance",
"OpenAIQuestionGenerator": "llama_index.question_gen.openai",
"PaLM": "llama_index.llms.palm",
- "DashScope": "llama_index.llms.dashscope",
- "DashScopeGenerationModels": "llama_index.llms.dashscope",
"WatsonX": "llama_index.llms.watsonx",
"Cohere": "llama_index.llms.cohere",
"NvidiaTriton": "llama_index.llms.nvidia_triton",
"AI21": "llama_index.llms.ai21",
"Bedrock": "llama_index.llms.bedrock",
+ "completion_with_retry": "llama_index.llms.bedrock",
+ "completion_response_to_chat_response": "llama_index.llms.bedrock",
"HuggingFaceLLM": "llama_index.llms.huggingface",
"HuggingFaceInferenceAPI": "llama_index.llms.huggingface",
- "AzureOpenAI": "llama_index.llms.azure_openai",
+ "SyncAzureOpenAI": "llama_index.llms.azure_openai",
+ "DashScope": "llama_index.llms.dashscope",
+ "DashScopeGenerationModels": "llama_index.llms.dashscope",
"LocalTensorRTLLM": "llama_index.llms.nvidia_tensorrt",
"Anthropic": "llama_index.llms.anthropic",
"Gemini": "llama_index.llms.gemini",
+ "Friendli": "llama_index.llms.friendli",
"Clarifai": "llama_index.llms.clarifai",
"LlamaAPI": "llama_index.llms.llama_api",
+ "MyMagicAI": "llama_index.llms.mymagic",
"LlamaCPP": "llama_index.llms.llama_cpp",
"Perplexity": "llama_index.llms.perplexity",
"RunGptLLM": "llama_index.llms.rungpt",
@@ -738,10 +797,14 @@
"SageMakerLLM": "llama_index.llms.sagemaker_endpoint",
"Portkey": "llama_index.llms.portkey",
"Vllm": "llama_index.llms.vllm",
+ "VllmServer": "llama_index.llms.vllm",
+ "Maritalk": "llama_index.llms.maritalk",
+ "Groq": "llama_index.llms.groq",
"Neutrino": "llama_index.llms.neutrino",
"MonsterLLM": "llama_index.llms.monsterapi",
"PredibaseLLM": "llama_index.llms.predibase",
"Xinference": "llama_index.llms.xinference",
+ "Fireworks": "llama_index.llms.fireworks",
"MistralAI": "llama_index.llms.mistralai",
"Anyscale": "llama_index.llms.anyscale",
"Vertex": "llama_index.llms.vertex",
@@ -753,17 +816,17 @@
"OpenRouter": "llama_index.llms.openrouter",
"OpenAI": "llama_index.llms.openai",
"Tokenizer": "llama_index.llms.openai",
+ "SyncOpenAI": "llama_index.llms.openai",
+ "AsyncOpenAI": "llama_index.llms.openai",
"GradientBaseModelLLM": "llama_index.llms.gradient",
"GradientModelAdapterLLM": "llama_index.llms.gradient",
- "Friendli": "llama_index.llms.friendli",
"EntityExtractor": "llama_index.extractors.entity",
"MarvinMetadataExtractor": "llama_index.extractors.marvin",
"WeaviateRetryEnginePack": "llama_index.packs.retry_engine_weaviate",
"LlavaCompletionPack": "llama_index.packs.llava_completion",
- "VannaPack": "llama_index.packs.vanna",
- "VannaQueryEngine": "llama_index.packs.vanna",
"ZephyrQueryEnginePack": "llama_index.packs.zephyr_query_engine",
"TimescaleVectorAutoretrievalPack": "llama_index.packs.timescale_vector_autoretrieval",
+ "CorrectiveRAGPack": "llama_index.packs.corrective_rag",
"MultiDocumentAgentsPack": "llama_index.packs.multi_document_agents",
"MultiDocAutoRetrieverPack": "llama_index.packs.multidoc_autoretrieval",
"GmailOpenAIAgentPack": "llama_index.packs.gmail_openai_agent",
@@ -774,33 +837,37 @@
"TruLensHarmlessPack": "llama_index.packs.trulens_eval_packs",
"TruLensHelpfulPack": "llama_index.packs.trulens_eval_packs",
"EvaluatorBenchmarkerPack": "llama_index.packs.evaluator_benchmarker",
+ "VannaPack": "llama_index.packs.vanna",
+ "VannaQueryEngine": "llama_index.packs.vanna",
"RAGFusionPipelinePack": "llama_index.packs.rag_fusion_query_pipeline",
"LlamaGuardModeratorPack": "llama_index.packs.llama_guard_moderator",
"SnowflakeQueryEnginePack": "llama_index.packs.snowflake_query_engine",
+ "SelfRAGPack": "llama_index.packs.self_rag",
+ "SelfRAGQueryEngine": "llama_index.packs.self_rag",
+ "SelfDiscoverPack": "llama_index.packs.self_discover",
"LlamaDatasetMetadataPack": "llama_index.packs.llama_dataset_metadata",
"StockMarketDataQueryEnginePack": "llama_index.packs.stock_market_data_query_engine",
"RagEvaluatorPack": "llama_index.packs.rag_evaluator",
"ArizePhoenixQueryEnginePack": "llama_index.packs.arize_phoenix_query_engine",
"PanelChatPack": "llama_index.packs.panel_chatbot",
+ "LocalRAGCLIPack": "llama_index.packs.rag_cli_local",
"MultiTenancyRAGPack": "llama_index.packs.multi_tenancy_rag",
"StreamlitChatPack": "llama_index.packs.streamlit_chatbot",
"VectaraRagPack": "llama_index.packs.vectara_rag",
- "ChainOfTablePack": "llama_index.packs.tables",
- "MixSelfConsistencyPack": "llama_index.packs.tables",
- "SelfRAGPack": "llama_index.packs.self_rag",
- "SelfRAGQueryEngine": "llama_index.packs.self_rag",
"SemanticChunkingQueryEnginePack": "llama_index.packs.node_parser_semantic_chunking",
"RedisIngestionPipelinePack": "llama_index.packs.redis_ingestion_pipeline",
"DenseXRetrievalPack": "llama_index.packs.dense_x_retrieval",
- "LocalRAGCLIPack": "llama_index.packs.rag_cli_local",
- "InferRetrieveRerankPack": "llama_index.packs.infer_retrieve_rerank",
- "AutoMergingRetrieverPack": "llama_index.packs.auto_merging_retriever",
"LLMCompilerAgentPack": "llama_index.packs.agents_llm_compiler",
"GradioReActAgentPack": "llama_index.packs.gradio_react_agent_chatbot",
"WeaviateSubQuestionPack": "llama_index.packs.sub_question_weaviate",
"DeepMemoryRetrieverPack": "llama_index.packs.deeplake_deepmemory_retriever",
"NebulaGraphQueryEnginePack": "llama_index.packs.nebulagraph_query_engine",
"VoyageQueryEnginePack": "llama_index.packs.voyage_query_engine",
+ "InferRetrieveRerankPack": "llama_index.packs.infer_retrieve_rerank",
+ "KodaRetriever": "llama_index.packs.koda_retriever",
+ "AlphaMatrix": "llama_index.packs.koda_retriever",
+ "DEFAULT_CATEGORIES": "llama_index.packs.koda_retriever",
+ "SubDocSummaryPack": "llama_index.packs.subdoc_summary",
"SentenceWindowRetrieverPack": "llama_index.packs.sentence_window_retriever",
"EmbeddedTablesUnstructuredRetrieverPack": "llama_index.packs.recursive_retriever",
"RecursiveRetrieverSmallToBigPack": "llama_index.packs.recursive_retriever",
@@ -825,9 +892,5 @@
"get_eval_results": "llama_index.core.evaluation.eval_utils",
"VectorStoreInfo": "llama_index.core.vector_stores",
"MetadataInfo": "llama_index.core.vector_stores",
- "UpstashVectorStore": "llama_index.vector_stores.upstash",
- "AzureAISearchVectorStore": "llama_index.vector_stores.azureaisearch",
- "CognitiveSearchVectorStore": "llama_index.vector_stores.azureaisearch",
- "IndexManagement": "llama_index.vector_stores.azureaisearch",
"REPLICATE_MULTI_MODAL_LLM_MODELS": "llama_index.multi_modal_llms.replicate.base"
}
diff --git a/llama-index-cli/pyproject.toml b/llama-index-cli/pyproject.toml
index 5df7321e5c072d7f66522a2dce170fcc56f7901b..0c68a47316e16b98e270a6deeb37d5eddb4c4d06 100644
--- a/llama-index-cli/pyproject.toml
+++ b/llama-index-cli/pyproject.toml
@@ -32,7 +32,7 @@ maintainers = [
name = "llama-index-cli"
packages = [{include = "llama_index/"}]
readme = "README.md"
-version = "0.1.5"
+version = "0.1.6"
[tool.poetry.dependencies]
python = ">=3.8.1,<4.0"
diff --git a/llama-index-core/llama_index/core/command_line/mappings.json b/llama-index-core/llama_index/core/command_line/mappings.json
index a1ee4aec6fdffadf8a92219d049effee9fa643af..86b7b3ae5417fc08fbe40e145aa430d82b8bbf6e 100644
--- a/llama-index-core/llama_index/core/command_line/mappings.json
+++ b/llama-index-core/llama_index/core/command_line/mappings.json
@@ -53,6 +53,7 @@
"set_global_handler": "llama_index.core",
"set_global_tokenizer": "llama_index.core",
"get_tokenizer": "llama_index.core",
+ "Settings": "llama_index.core",
"AgentRunner": "llama_index.core.agent",
"ParallelAgentRunner": "llama_index.core.agent",
"ReActAgentWorker": "llama_index.core.agent",
@@ -70,14 +71,6 @@
"LlamaDebugHandler": "llama_index.core.callbacks",
"TokenCountingHandler": "llama_index.core.callbacks",
"trace_method": "llama_index.core.callbacks",
- "deepeval_callback_handler": "llama_index.callbacks.deepeval",
- "OpenInferenceCallbackHandler": "llama_index.callbacks.openinference",
- "WandbCallbackHandler": "llama_index.callbacks.wandb",
- "argilla_callback_handler": "llama_index.callbacks.argilla",
- "honeyhive_callback_handler": "llama_index.callbacks.honeyhive",
- "arize_phoenix_callback_handler": "llama_index.callbacks.arize_phoenix",
- "AimCallback": "llama_index.callbacks.aim",
- "PromptLayerHandler": "llama_index.callbacks.promptlayer",
"SimpleChatEngine": "llama_index.core.chat_engine",
"CondenseQuestionChatEngine": "llama_index.core.chat_engine",
"ContextChatEngine": "llama_index.core.chat_engine",
@@ -92,6 +85,7 @@
"BaseEmbedding": "llama_index.core.embeddings",
"MultiModalEmbedding": "llama_index.core.embeddings",
"Pooling": "llama_index.core.embeddings",
+ "resolve_embed_model": "llama_index.core.embeddings",
"BaseEvaluator": "llama_index.core.evaluation",
"AnswerRelevancyEvaluator": "llama_index.core.evaluation",
"ContextRelevancyEvaluator": "llama_index.core.evaluation",
@@ -128,7 +122,7 @@
"BaseExtractor": "llama_index.core.extractors",
"PydanticProgramExtractor": "llama_index.core.extractors",
"SimpleGraphStore": "llama_index.core.graph_stores",
- "SummaryIndex": "llama_index.core",
+ "SummaryIndex": "llama_index.core.indices",
"PandasIndex": "llama_index.core.indices",
"SQLStructStoreIndex": "llama_index.core.indices",
"MultiModalVectorStoreIndex": "llama_index.core.indices",
@@ -181,6 +175,7 @@
"CompletionResponseGen": "llama_index.core.llms",
"LLMMetadata": "llama_index.core.llms",
"MessageRole": "llama_index.core.llms",
+ "MockLLM": "llama_index.core.llms",
"BaseMemory": "llama_index.core.memory",
"ChatMemoryBuffer": "llama_index.core.memory",
"MultiModalLLMMetadata": "llama_index.core.multi_modal_llms",
@@ -203,6 +198,8 @@
"UnstructuredElementNodeParser": "llama_index.core.node_parser",
"get_leaf_nodes": "llama_index.core.node_parser",
"get_root_nodes": "llama_index.core.node_parser",
+ "get_child_nodes": "llama_index.core.node_parser",
+ "get_deeper_nodes": "llama_index.core.node_parser",
"# deprecated": "llama_index.core.node_parser",
"for backwards compatibilitySimpleNodeParser": "llama_index.core.node_parser",
"ObjectRetriever": "llama_index.core.objects",
@@ -269,15 +266,19 @@
"AgentInputComponent": "llama_index.core.query_pipeline",
"ArgPackComponent": "llama_index.core.query_pipeline",
"FnComponent": "llama_index.core.query_pipeline",
+ "FunctionComponent": "llama_index.core.query_pipeline",
"InputComponent": "llama_index.core.query_pipeline",
"RouterComponent": "llama_index.core.query_pipeline",
"ToolRunnerComponent": "llama_index.core.query_pipeline",
"QueryPipeline": "llama_index.core.query_pipeline",
+ "CustomAgentComponent": "llama_index.core.query_pipeline",
+ "QueryComponent": "llama_index.core.query_pipeline",
+ "Link": "llama_index.core.query_pipeline",
+ "ChainableMixin": "llama_index.core.query_pipeline",
+ "CustomQueryComponent": "llama_index.core.query_pipeline",
"LLMQuestionGenerator": "llama_index.core.question_gen",
"SubQuestionOutputParser": "llama_index.core.question_gen",
"ReaderConfig": "llama_index.core.readers",
- "PDFReader": "llama_index.readers.file",
- "HTMLTagReader": "llama_index.readers.file",
"StringIterableReader": "llama_index.core.readers",
"ResponseMode": "llama_index.core.response_synthesizers",
"BaseSynthesizer": "llama_index.core.response_synthesizers",
@@ -305,6 +306,7 @@
"RecursiveRetriever": "llama_index.core.retrievers",
"AutoMergingRetriever": "llama_index.core.retrievers",
"RouterRetriever": "llama_index.core.retrievers",
+ "BM25Retriever": "llama_index.core.retrievers",
"QueryFusionRetriever": "llama_index.core.retrievers",
"# SQLSQLRetriever": "llama_index.core.retrievers",
"NLSQLRetriever": "llama_index.core.retrievers",
@@ -335,6 +337,18 @@
"FilterCondition": "llama_index.core.vector_stores",
"FilterOperator": "llama_index.core.vector_stores",
"SimpleVectorStore": "llama_index.core.vector_stores",
+ "AutoMergingRetrieverPack": "llama_index.packs.auto_merging_retriever",
+ "ChainOfTablePack": "llama_index.packs.tables",
+ "MixSelfConsistencyPack": "llama_index.packs.tables",
+ "upgrade_dir": "llama_index.cli.new_package",
+ "upgrade_file": "llama_index.cli.new_package",
+ "RagCLI": "llama_index.cli.rag",
+ "default_ragcli_persist_dir": "llama_index.cli.rag",
+ "ContributorClient": "llama_index.networks",
+ "ContributorClientSettings": "llama_index.networks",
+ "ContributorService": "llama_index.networks",
+ "ContributorServiceSettings": "llama_index.networks",
+ "NetworkQueryEngine": "llama_index.networks",
"BaseParamTuner": "llama_index.experimental.param_tuner",
"ParamTuner": "llama_index.experimental.param_tuner",
"AsyncParamTuner": "llama_index.experimental.param_tuner",
@@ -353,8 +367,9 @@
"SingleStoreVectorStore": "llama_index.vector_stores.singlestoredb",
"QdrantVectorStore": "llama_index.vector_stores.qdrant",
"PineconeVectorStore": "llama_index.vector_stores.pinecone",
+ "DuckDBVectorStore": "llama_index.vector_stores.duckdb",
"SupabaseVectorStore": "llama_index.vector_stores.supabase",
- "AstraDBVectorStore": "llama_index.vector_stores.astra_db",
+ "UpstashVectorStore": "llama_index.vector_stores.upstash",
"LanceDBVectorStore": "llama_index.vector_stores.lancedb",
"ElasticsearchStore": "llama_index.vector_stores.elasticsearch",
"PGVectorStore": "llama_index.vector_stores.postgres",
@@ -371,9 +386,15 @@
"DashVectorStore": "llama_index.vector_stores.dashvector",
"JaguarVectorStore": "llama_index.vector_stores.jaguar",
"FaissVectorStore": "llama_index.vector_stores.faiss",
+ "AzureAISearchVectorStore": "llama_index.vector_stores.azureaisearch",
+ "CognitiveSearchVectorStore": "llama_index.vector_stores.azureaisearch",
+ "IndexManagement": "llama_index.vector_stores.azureaisearch",
+ "MetadataIndexFieldType": "llama_index.vector_stores.azureaisearch",
"MongoDBAtlasVectorSearch": "llama_index.vector_stores.mongodb",
+ "AstraDBVectorStore": "llama_index.vector_stores.astra_db",
"ChromaVectorStore": "llama_index.vector_stores.chroma",
"BagelVectorStore": "llama_index.vector_stores.bagel",
+ "ClickHouseVectorStore": "llama_index.vector_stores.clickhouse",
"TxtaiVectorStore": "llama_index.vector_stores.txtai",
"EpsillaVectorStore": "llama_index.vector_stores.epsilla",
"LanternVectorStore": "llama_index.vector_stores.lantern",
@@ -382,21 +403,22 @@
"TypesenseVectorStore": "llama_index.vector_stores.typesense",
"PGVectoRsStore": "llama_index.vector_stores.pgvecto_rs",
"OpensearchVectorStore": "llama_index.vector_stores.opensearch",
+ "OpensearchVectorClient": "llama_index.vector_stores.opensearch",
"DocArrayInMemoryVectorStore": "llama_index.vector_stores.docarray",
"DocArrayHnswVectorStore": "llama_index.vector_stores.docarray",
"DynamoDBVectorStore": "llama_index.vector_stores.dynamodb",
"ChatGPTRetrievalPluginClient": "llama_index.vector_stores.chatgpt_plugin",
"TairVectorStore": "llama_index.vector_stores.tair",
- "CognitiveSearchVectorStore": "llama_index.vector_stores.cogsearch",
"RedisVectorStore": "llama_index.vector_stores.redis",
"set_google_config": "llama_index.vector_stores.google",
"GoogleVectorStore": "llama_index.vector_stores.google",
"MetalVectorStore": "llama_index.vector_stores.metal",
- "BM25Retriever": "llama_index.retrievers.bm25",
"PathwayRetriever": "llama_index.retrievers.pathway",
"YouRetriever": "llama_index.retrievers.you",
"ZillizCloudPipelineIndex": "llama_index.indices.managed.zilliz",
"ZillizCloudPipelineRetriever": "llama_index.indices.managed.zilliz",
+ "LlamaCloudIndex": "llama_index.indices.managed.llama_cloud",
+ "LlamaCloudRetriever": "llama_index.indices.managed.llama_cloud",
"ColbertIndex": "llama_index.indices.managed.colbert",
"VectaraIndex": "llama_index.indices.managed.vectara",
"VectaraRetriever": "llama_index.indices.managed.vectara",
@@ -404,13 +426,12 @@
"GoogleIndex": "llama_index.indices.managed.google",
"SalesforceToolSpec": "llama_index.tools.salesforce",
"PythonFileToolSpec": "llama_index.tools.python_file",
+ "IonicShoppingToolSpec": "llama_index.tools.ionic_shopping",
"TextToImageToolSpec": "llama_index.tools.text_to_image",
"OpenAPIToolSpec": "llama_index.tools.openapi",
- "IonicShoppingToolSpec": "llama_index.tools.ionic_shopping",
"ShopifyToolSpec": "llama_index.tools.shopify",
"MetaphorToolSpec": "llama_index.tools.metaphor",
"ACTION_URL_TMPL": "llama_index.tools.zapier",
- "ExaToolSpec": "llama_index.tools.exa",
"ZapierToolSpec": "llama_index.tools.zapier",
"WikipediaToolSpec": "llama_index.tools.wikipedia",
"GoogleCalendarToolSpec": "llama_index.tools.google",
@@ -424,12 +445,17 @@
"ChatGPTPluginToolSpec": "llama_index.tools.chatgpt_plugin",
"Neo4jQueryToolSpec": "llama_index.tools.neo4j",
"BingSearchToolSpec": "llama_index.tools.bing_search",
+ "YahooFinanceToolSpec": "llama_index.tools.yahoo_finance",
+ "ExaToolSpec": "llama_index.tools.exa",
+ "DuckDuckGoSearchToolSpec": "llama_index.tools.duckduckgo",
"CogniswitchToolSpec": "llama_index.tools.cogniswitch",
"AzureCVToolSpec": "llama_index.tools.azure_cv",
"CV_URL_TMPL": "llama_index.tools.azure_cv",
"NotionToolSpec": "llama_index.tools.notion",
"YelpToolSpec": "llama_index.tools.yelp",
+ "FinanceAgentToolSpec": "llama_index.tools.finance",
"OpenWeatherMapToolSpec": "llama_index.tools.weather",
+ "BraveSearchToolSpec": "llama_index.tools.brave_search",
"AzureSpeechToolSpec": "llama_index.tools.azure_speech",
"WolframAlphaToolSpec": "llama_index.tools.wolfram_alpha",
"SlackToolSpec": "llama_index.tools.slack",
@@ -450,9 +476,17 @@
"LLMRailsEmbedding": "llama_index.embeddings.llm_rails",
"LLMRailsEmbeddings": "llama_index.embeddings.llm_rails",
"AdapterEmbeddingModel": "llama_index.embeddings.adapter",
+ "LinearAdapterEmbeddingModel": "llama_index.embeddings.adapter",
+ "BaseAdapter": "llama_index.embeddings.adapter",
+ "LinearLayer": "llama_index.embeddings.adapter",
"TogetherEmbedding": "llama_index.embeddings.together",
"VoyageEmbedding": "llama_index.embeddings.voyageai",
"GradientEmbedding": "llama_index.embeddings.gradient",
+ "DashScopeTextEmbeddingType": "llama_index.embeddings.dashscope",
+ "DashScopeTextEmbeddingModels": "llama_index.embeddings.dashscope",
+ "DashScopeBatchTextEmbeddingModels": "llama_index.embeddings.dashscope",
+ "DashScopeEmbedding": "llama_index.embeddings.dashscope",
+ "DashScopeMultiModalEmbeddingModels": "llama_index.embeddings.dashscope",
"HuggingFaceEmbedding": "llama_index.embeddings.huggingface",
"HuggingFaceInferenceAPIEmbedding": "llama_index.embeddings.huggingface",
"HuggingFaceInferenceAPIEmbeddings": "llama_index.embeddings.huggingface",
@@ -463,10 +497,12 @@
"OpenAIEmbeddingModelType": "llama_index.embeddings.openai",
"OpenAIEmbeddingModeModel": "llama_index.embeddings.openai",
"CohereEmbedding": "llama_index.embeddings.cohere",
+ "IntelEmbedding": "llama_index.embeddings.huggingface_optimum_intel",
"JinaEmbedding": "llama_index.embeddings.jinaai",
"NomicEmbedding": "llama_index.embeddings.nomic",
"GeminiEmbedding": "llama_index.embeddings.gemini",
"FastEmbedEmbedding": "llama_index.embeddings.fastembed",
+ "FireworksEmbedding": "llama_index.embeddings.fireworks",
"InstructorEmbedding": "llama_index.embeddings.instructor",
"OptimumEmbedding": "llama_index.embeddings.huggingface_optimum",
"LangchainEmbedding": "llama_index.embeddings.langchain",
@@ -474,31 +510,46 @@
"GoogleUnivSentEncoderEmbedding": "llama_index.embeddings.google",
"MistralAIEmbedding": "llama_index.embeddings.mistralai",
"BedrockEmbedding": "llama_index.embeddings.bedrock",
+ "Models": "llama_index.embeddings.bedrock",
"ClarifaiEmbedding": "llama_index.embeddings.clarifai",
"ElasticsearchEmbedding": "llama_index.embeddings.elasticsearch",
"AzureOpenAIEmbedding": "llama_index.embeddings.azure_openai",
+ "AzureOpenAI": "llama_index.embeddings.azure_openai",
+ "AsyncAzureOpenAI": "llama_index.embeddings.azure_openai",
"TextEmbeddingsInference": "llama_index.embeddings.text_embeddings_inference",
+ "UpTrainCallbackHandler": "llama_index.callbacks.uptrain",
+ "deepeval_callback_handler": "llama_index.callbacks.deepeval",
+ "OpenInferenceCallbackHandler": "llama_index.callbacks.openinference",
+ "WandbCallbackHandler": "llama_index.callbacks.wandb",
+ "argilla_callback_handler": "llama_index.callbacks.argilla",
+ "honeyhive_callback_handler": "llama_index.callbacks.honeyhive",
+ "arize_phoenix_callback_handler": "llama_index.callbacks.arize_phoenix",
+ "AimCallback": "llama_index.callbacks.aim",
+ "PromptLayerHandler": "llama_index.callbacks.promptlayer",
+ "JinaRerank": "llama_index.postprocessor.jinaai_rerank",
+ "ColbertRerank": "llama_index.postprocessor.colbert_rerank",
"LongLLMLinguaPostprocessor": "llama_index.postprocessor.longllmlingua",
"RankGPTRerank": "llama_index.postprocessor.rankgpt_rerank",
"CohereRerank": "llama_index.postprocessor.cohere_rerank",
+ "PresidioPIINodePostprocessor": "llama_index.postprocessor.presidio",
"FlagEmbeddingReranker": "llama_index.postprocessor.flag_embedding_reranker",
"Neo4jGraphStore": "llama_index.graph_stores.neo4j",
"FalkorDBGraphStore": "llama_index.graph_stores.falkordb",
"KuzuGraphStore": "llama_index.graph_stores.kuzu",
"NebulaGraphStore": "llama_index.graph_stores.nebula",
"OpenAIMultiModal": "llama_index.multi_modal_llms.openai",
+ "OllamaMultiModal": "llama_index.multi_modal_llms.ollama",
"AzureOpenAIMultiModal": "llama_index.multi_modal_llms.azure_openai",
"ReplicateMultiModal": "llama_index.multi_modal_llms.replicate",
"GeminiMultiModal": "llama_index.multi_modal_llms.gemini",
- "OllamaMultiModal": "llama_index.multi_modal_llms.ollama",
"DashScopeMultiModal": "llama_index.multi_modal_llms.dashscope",
"DashScopeMultiModalModels": "llama_index.multi_modal_llms.dashscope",
"OpenAIAgent": "llama_index.agent.openai",
"OpenAIAgentWorker": "llama_index.agent.openai",
"OpenAIAssistantAgent": "llama_index.agent.openai",
+ "ContextRetrieverOpenAIAgent": "llama_index.agent.openai_legacy",
"BaseOpenAIAgent": "llama_index.agent.openai_legacy",
"FnRetrieverOpenAIAgent": "llama_index.agent.openai_legacy",
- "ContextRetrieverOpenAIAgent": "llama_index.agent.openai_legacy",
"PostgresKVStore": "llama_index.storage.kvstore.postgres",
"RedisKVStore": "llama_index.storage.kvstore.redis",
"FirestoreKVStore": "llama_index.storage.kvstore.firestore",
@@ -531,10 +582,9 @@
"AugmentationPrecisionEvaluator": "llama_index.evaluation.tonic_validate",
"RetrievalPrecisionEvaluator": "llama_index.evaluation.tonic_validate",
"TonicValidateEvaluator": "llama_index.evaluation.tonic_validate",
- "BaseReader": "llama_index.core.readers.base",
+ "LlamaParse": "llama_index.readers.llama_parse",
"DocugamiReader": "llama_index.readers.docugami",
"SlackReader": "llama_index.readers.slack",
- "GeniusReader": "llama_index.readers.genius",
"YoutubeTranscriptReader": "llama_index.readers.youtube_transcript",
"MboxReader": "llama_index.readers.mbox",
"StackoverflowReader": "llama_index.readers.stackoverflow",
@@ -543,7 +593,6 @@
"DiscordReader": "llama_index.readers.discord",
"EarningsCallTranscript": "llama_index.readers.earnings_call_transcript",
"SimpleCouchDBReader": "llama_index.readers.couchdb",
- "CouchbaseReader": "llama_index.readers.couchbase",
"SingleStoreReader": "llama_index.readers.singlestore",
"JSONReader": "llama_index.readers.json",
"TrelloReader": "llama_index.readers.trello",
@@ -564,9 +613,9 @@
"OpendalS3Reader": "llama_index.readers.opendal",
"AzStorageBlobReader": "llama_index.readers.azstorage_blob",
"ReadwiseReader": "llama_index.readers.readwise",
+ "GeniusReader": "llama_index.readers.genius",
"ApifyActor": "llama_index.readers.apify",
"ApifyDataset": "llama_index.readers.apify",
- "SimpleArangoDBReader": "llama_index.readers.arango_db",
"AthenaReader": "llama_index.readers.athena",
"DatabaseReader": "llama_index.readers.database",
"RemoteReader": "llama_index.readers.remote",
@@ -578,6 +627,7 @@
"MilvusReader": "llama_index.readers.milvus",
"PDFNougatOCR": "llama_index.readers.nougat_ocr",
"AssemblyAIAudioTranscriptReader": "llama_index.readers.assemblyai",
+ "TranscriptFormat": "llama_index.readers.assemblyai",
"GraphDBCypherReader": "llama_index.readers.graphdb_cypher",
"ConfluenceReader": "llama_index.readers.confluence",
"LilacReader": "llama_index.readers.lilac",
@@ -590,8 +640,6 @@
"SimpleMongoReader": "llama_index.readers.mongodb",
"NotionPageReader": "llama_index.readers.notion",
"WordpressReader": "llama_index.readers.wordpress",
- "XMLReader": "llama_index.readers.file",
- "PagedCSVReader": "llama_index.readers.file",
"AirbyteTypeformReader": "llama_index.readers.airbyte_typeform",
"AirbyteZendeskSupportReader": "llama_index.readers.airbyte_zendesk_support",
"FirestoreReader": "llama_index.readers.firestore",
@@ -609,6 +657,7 @@
"FirebaseRealtimeDatabaseReader": "llama_index.readers.firebase_realtimedb",
"RemoteDepthReader": "llama_index.readers.remote_depth",
"MakeWrapper": "llama_index.readers.make_com",
+ "SimpleArangoDBReader": "llama_index.readers.arango_db",
"MangaDexReader": "llama_index.readers.mangadex",
"IntercomReader": "llama_index.readers.intercom",
"AirbyteGongReader": "llama_index.readers.airbyte_gong",
@@ -640,6 +689,7 @@
"GmailReader": "llama_index.readers.google",
"GoogleKeepReader": "llama_index.readers.google",
"FeishuDocsReader": "llama_index.readers.feishu_docs",
+ "CouchbaseReader": "llama_index.readers.couchbase",
"OpenAlexReader": "llama_index.readers.openalex",
"TxtaiReader": "llama_index.readers.txtai",
"AzCognitiveSearchReader": "llama_index.readers.azcognitive_search",
@@ -665,8 +715,10 @@
"HubspotReader": "llama_index.readers.hubspot",
"DocxReader": "llama_index.readers.file",
"HWPReader": "llama_index.readers.file",
+ "PDFReader": "llama_index.readers.file",
"EpubReader": "llama_index.readers.file",
"FlatReader": "llama_index.readers.file",
+ "HTMLTagReader": "llama_index.readers.file",
"ImageCaptionReader": "llama_index.readers.file",
"ImageReader": "llama_index.readers.file",
"ImageVisionLLMReader": "llama_index.readers.file",
@@ -678,7 +730,9 @@
"UnstructuredReader": "llama_index.readers.file",
"PyMuPDFReader": "llama_index.readers.file",
"ImageTabularChartReader": "llama_index.readers.file",
- "CSVReader": "llama_index.readers.file.tabular",
+ "XMLReader": "llama_index.readers.file",
+ "PagedCSVReader": "llama_index.readers.file",
+ "CSVReader": "llama_index.readers.file",
"KalturaESearchReader": "llama_index.readers.kaltura_esearch",
"AwadbReader": "llama_index.readers.awadb",
"IMDBReviews": "llama_index.readers.imdb_review",
@@ -706,26 +760,31 @@
"ChromaReader": "llama_index.readers.chroma",
"WeatherReader": "llama_index.readers.weather",
"ChatGPTRetrievalPluginReader": "llama_index.readers.chatgpt_plugin",
+ "ClickHouseReader": "llama_index.readers.clickhouse",
"MetalReader": "llama_index.readers.metal",
"BoardDocsReader": "llama_index.readers.boarddocs",
"GuidanceQuestionGenerator": "llama_index.question_gen.guidance",
"OpenAIQuestionGenerator": "llama_index.question_gen.openai",
"PaLM": "llama_index.llms.palm",
- "DashScope": "llama_index.llms.dashscope",
- "DashScopeGenerationModels": "llama_index.llms.dashscope",
"WatsonX": "llama_index.llms.watsonx",
"Cohere": "llama_index.llms.cohere",
"NvidiaTriton": "llama_index.llms.nvidia_triton",
"AI21": "llama_index.llms.ai21",
"Bedrock": "llama_index.llms.bedrock",
+ "completion_with_retry": "llama_index.llms.bedrock",
+ "completion_response_to_chat_response": "llama_index.llms.bedrock",
"HuggingFaceLLM": "llama_index.llms.huggingface",
"HuggingFaceInferenceAPI": "llama_index.llms.huggingface",
- "AzureOpenAI": "llama_index.llms.azure_openai",
+ "SyncAzureOpenAI": "llama_index.llms.azure_openai",
+ "DashScope": "llama_index.llms.dashscope",
+ "DashScopeGenerationModels": "llama_index.llms.dashscope",
"LocalTensorRTLLM": "llama_index.llms.nvidia_tensorrt",
"Anthropic": "llama_index.llms.anthropic",
"Gemini": "llama_index.llms.gemini",
+ "Friendli": "llama_index.llms.friendli",
"Clarifai": "llama_index.llms.clarifai",
"LlamaAPI": "llama_index.llms.llama_api",
+ "MyMagicAI": "llama_index.llms.mymagic",
"LlamaCPP": "llama_index.llms.llama_cpp",
"Perplexity": "llama_index.llms.perplexity",
"RunGptLLM": "llama_index.llms.rungpt",
@@ -738,10 +797,14 @@
"SageMakerLLM": "llama_index.llms.sagemaker_endpoint",
"Portkey": "llama_index.llms.portkey",
"Vllm": "llama_index.llms.vllm",
+ "VllmServer": "llama_index.llms.vllm",
+ "Maritalk": "llama_index.llms.maritalk",
+ "Groq": "llama_index.llms.groq",
"Neutrino": "llama_index.llms.neutrino",
"MonsterLLM": "llama_index.llms.monsterapi",
"PredibaseLLM": "llama_index.llms.predibase",
"Xinference": "llama_index.llms.xinference",
+ "Fireworks": "llama_index.llms.fireworks",
"MistralAI": "llama_index.llms.mistralai",
"Anyscale": "llama_index.llms.anyscale",
"Vertex": "llama_index.llms.vertex",
@@ -753,17 +816,17 @@
"OpenRouter": "llama_index.llms.openrouter",
"OpenAI": "llama_index.llms.openai",
"Tokenizer": "llama_index.llms.openai",
+ "SyncOpenAI": "llama_index.llms.openai",
+ "AsyncOpenAI": "llama_index.llms.openai",
"GradientBaseModelLLM": "llama_index.llms.gradient",
"GradientModelAdapterLLM": "llama_index.llms.gradient",
- "Friendli": "llama_index.llms.friendli",
"EntityExtractor": "llama_index.extractors.entity",
"MarvinMetadataExtractor": "llama_index.extractors.marvin",
"WeaviateRetryEnginePack": "llama_index.packs.retry_engine_weaviate",
"LlavaCompletionPack": "llama_index.packs.llava_completion",
- "VannaPack": "llama_index.packs.vanna",
- "VannaQueryEngine": "llama_index.packs.vanna",
"ZephyrQueryEnginePack": "llama_index.packs.zephyr_query_engine",
"TimescaleVectorAutoretrievalPack": "llama_index.packs.timescale_vector_autoretrieval",
+ "CorrectiveRAGPack": "llama_index.packs.corrective_rag",
"MultiDocumentAgentsPack": "llama_index.packs.multi_document_agents",
"MultiDocAutoRetrieverPack": "llama_index.packs.multidoc_autoretrieval",
"GmailOpenAIAgentPack": "llama_index.packs.gmail_openai_agent",
@@ -774,33 +837,37 @@
"TruLensHarmlessPack": "llama_index.packs.trulens_eval_packs",
"TruLensHelpfulPack": "llama_index.packs.trulens_eval_packs",
"EvaluatorBenchmarkerPack": "llama_index.packs.evaluator_benchmarker",
+ "VannaPack": "llama_index.packs.vanna",
+ "VannaQueryEngine": "llama_index.packs.vanna",
"RAGFusionPipelinePack": "llama_index.packs.rag_fusion_query_pipeline",
"LlamaGuardModeratorPack": "llama_index.packs.llama_guard_moderator",
"SnowflakeQueryEnginePack": "llama_index.packs.snowflake_query_engine",
+ "SelfRAGPack": "llama_index.packs.self_rag",
+ "SelfRAGQueryEngine": "llama_index.packs.self_rag",
+ "SelfDiscoverPack": "llama_index.packs.self_discover",
"LlamaDatasetMetadataPack": "llama_index.packs.llama_dataset_metadata",
"StockMarketDataQueryEnginePack": "llama_index.packs.stock_market_data_query_engine",
"RagEvaluatorPack": "llama_index.packs.rag_evaluator",
"ArizePhoenixQueryEnginePack": "llama_index.packs.arize_phoenix_query_engine",
"PanelChatPack": "llama_index.packs.panel_chatbot",
+ "LocalRAGCLIPack": "llama_index.packs.rag_cli_local",
"MultiTenancyRAGPack": "llama_index.packs.multi_tenancy_rag",
"StreamlitChatPack": "llama_index.packs.streamlit_chatbot",
"VectaraRagPack": "llama_index.packs.vectara_rag",
- "ChainOfTablePack": "llama_index.packs.tables",
- "MixSelfConsistencyPack": "llama_index.packs.tables",
- "SelfRAGPack": "llama_index.packs.self_rag",
- "SelfRAGQueryEngine": "llama_index.packs.self_rag",
"SemanticChunkingQueryEnginePack": "llama_index.packs.node_parser_semantic_chunking",
"RedisIngestionPipelinePack": "llama_index.packs.redis_ingestion_pipeline",
"DenseXRetrievalPack": "llama_index.packs.dense_x_retrieval",
- "LocalRAGCLIPack": "llama_index.packs.rag_cli_local",
- "InferRetrieveRerankPack": "llama_index.packs.infer_retrieve_rerank",
- "AutoMergingRetrieverPack": "llama_index.packs.auto_merging_retriever",
"LLMCompilerAgentPack": "llama_index.packs.agents_llm_compiler",
"GradioReActAgentPack": "llama_index.packs.gradio_react_agent_chatbot",
"WeaviateSubQuestionPack": "llama_index.packs.sub_question_weaviate",
"DeepMemoryRetrieverPack": "llama_index.packs.deeplake_deepmemory_retriever",
"NebulaGraphQueryEnginePack": "llama_index.packs.nebulagraph_query_engine",
"VoyageQueryEnginePack": "llama_index.packs.voyage_query_engine",
+ "InferRetrieveRerankPack": "llama_index.packs.infer_retrieve_rerank",
+ "KodaRetriever": "llama_index.packs.koda_retriever",
+ "AlphaMatrix": "llama_index.packs.koda_retriever",
+ "DEFAULT_CATEGORIES": "llama_index.packs.koda_retriever",
+ "SubDocSummaryPack": "llama_index.packs.subdoc_summary",
"SentenceWindowRetrieverPack": "llama_index.packs.sentence_window_retriever",
"EmbeddedTablesUnstructuredRetrieverPack": "llama_index.packs.recursive_retriever",
"RecursiveRetrieverSmallToBigPack": "llama_index.packs.recursive_retriever",
@@ -825,9 +892,5 @@
"get_eval_results": "llama_index.core.evaluation.eval_utils",
"VectorStoreInfo": "llama_index.core.vector_stores",
"MetadataInfo": "llama_index.core.vector_stores",
- "UpstashVectorStore": "llama_index.vector_stores.upstash",
- "AzureAISearchVectorStore": "llama_index.vector_stores.azureaisearch",
- "CognitiveSearchVectorStore": "llama_index.vector_stores.azureaisearch",
- "IndexManagement": "llama_index.vector_stores.azureaisearch",
"REPLICATE_MULTI_MODAL_LLM_MODELS": "llama_index.multi_modal_llms.replicate.base"
}