2024-04-17 (v0.10.30)

llama-index-core [0.10.30]

• Add intermediate outputs to QueryPipeline (#12683)
• Fix show progress causing results to be out of order (#12897)
• add OR filter condition support to simple vector store (#12823)
• improved custom agent init (#12824)
• fix pipeline load without docstore (#12808)
• Use async _aprocess_actions in _arun_step_stream (#12846)
• provide the exception to the StreamChatErrorEvent (#12879)
• fix bug in load and search tool spec (#12902)

llama-index-embeddings-azure-opena [0.1.7]

• Expose azure_ad_token_provider argument to support token expiration (#12818)

llama-index-embeddings-cohere [0.1.8]

• Add httpx_async_client option (#12896)

llama-index-embeddings-ipex-llm [0.1.0]

• add ipex-llm embedding integration (#12740)

llama-index-embeddings-octoai [0.1.0]

• add octoai embeddings (#12857)

llama-index-llms-azure-openai [0.1.6]

• Expose azure_ad_token_provider argument to support token expiration (#12818)

llama-index-llms-ipex-llm [0.1.2]

• add support for loading "low-bit format" model to IpexLLM integration (#12785)

llama-index-llms-mistralai [0.1.11]

• support open-mixtral-8x22b (#12894)

llama-index-packs-agents-lats [0.1.0]

• added LATS agent pack (#12735)

llama-index-readers-smart-pdf-loader [0.1.4]

• Use passed in metadata for documents (#12844)

llama-index-readers-web [0.1.9]

• added Firecrawl Web Loader (#12825)

llama-index-vector-stores-milvus [0.1.10]

• use batch insertions into Milvus vector store (#12837)

llama-index-vector-stores-vearch [0.1.0]

• add vearch to vector stores (#10972)

2024-04-13 (v0.10.29)

llama-index-core [0.10.29]

• BREAKING Moved PandasQueryEngine and PandasInstruction parser to llama-index-experimental (#12419)
  • new install: pip install -U llama-index-experimental
  • new import: from llama_index.experimental.query_engine import PandasQueryEngine
• Fixed some core dependencies to make python3.12 work nicely (#12762)
• update async utils run_jobs() to include tqdm description (#12812)
• Refactor kvdocstore delete methods (#12681)

llama-index-llms-bedrock [0.1.6]

• Support for Mistral Large from Bedrock (#12804)

llama-index-llms-openvino [0.1.0]

• Added OpenVino LLMs (#12639)

llama-index-llms-predibase [0.1.4]

• Update LlamaIndex-Predibase Integration to latest API (#12736)
• Enable choice of either Predibase-hosted or HuggingFace-hosted fine-tuned adapters in LlamaIndex-Predibase integration (#12789)

llama-index-output-parsers-guardrails [0.1.3]

• Modernize GuardrailsOutputParser (#12676)

llama-index-packs-agents-coa [0.1.0]

• Chain-of-Abstraction Agent Pack (#12757)

llama-index-packs-code-hierarchy [0.1.3]

• Fixed issue with chunking multi-byte characters (#12715)

llama-index-packs-raft-dataset [0.1.4]

• Fix bug in raft dataset generator - multiple system prompts (#12751)

llama-index-postprocessor-openvino-rerank [0.1.2]

• Add openvino rerank support (#12688)

llama-index-readers-file [0.1.18]

• convert to Path in docx reader if input path str (#12807)
• make pip check work for optional pdf packages (#12758)

llama-index-readers-s3 [0.1.7]

• wrong doc id when using default s3 endpoint in S3Reader (#12803)

llama-index-retrievers-bedrock [0.1.0]

• Add Amazon Bedrock knowledge base integration as retriever (#12737)

llama-index-retrievers-mongodb-atlas-bm25-retriever [0.1.3]

• Add mongodb atlas bm25 retriever (#12519)

llama-index-storage-chat-store-redis [0.1.3]

• fix message serialization in redis chat store (#12802)

llama-index-vector-stores-astra-db [0.1.6]

• Relax dependency version to accept astrapy 1.* (#12792)

llama-index-vector-stores-couchbase [0.1.0]

• Add support for Couchbase as a Vector Store (#12680)

llama-index-vector-stores-elasticsearch [0.1.7]

• Fix elasticsearch hybrid rrf window_size (#12695)

llama-index-vector-stores-milvus [0.1.8]

• Added support to retrieve metadata fields from milvus (#12626)

llama-index-vector-stores-redis [0.2.0]

• Modernize redis vector store, use redisvl (#12386)

llama-index-vector-stores-qdrant [0.2.0]

• refactor: Switch default Qdrant sparse encoder (#12512)

2024-04-09 (v0.10.28)

llama-index-core [0.10.28]

• Support indented code block fences in markdown node parser (#12393)
• Pass in output parser to guideline evaluator (#12646)
• Added example of query pipeline + memory (#12654)
• Add missing node postprocessor in CondensePlusContextChatEngine async mode (#12663)
• Added return_direct option to tools /tool metadata (#12587)
• Add retry for batch eval runner (#12647)
• Thread-safe instrumentation (#12638)
• Coroutine-safe instrumentation Spans #12589
• Add in-memory loading for non-default filesystems in PDFReader (#12659)
• Remove redundant tokenizer call in sentence splitter (#12655)
• Add SynthesizeComponent import to shortcut imports (#12655)
• Improved truncation in SimpleSummarize (#12655)
• adding err handling in eval_utils default_parser for correctness (#12624)
• Add async_postprocess_nodes at RankGPT Postprocessor Nodes (#12620)
• Fix MarkdownNodeParser ref_doc_id (#12615)

llama-index-embeddings-openvino [0.1.5]

• Added initial support for openvino embeddings (#12643)

llama-index-llms-anthropic [0.1.9]

• add anthropic tool calling (#12591)

llama-index-llms-ipex-llm [0.1.1]

• add ipex-llm integration (#12322)
• add more data types support to ipex-llm llm integration (#12635)

llama-index-llms-openllm [0.1.4]

• Proper PrivateAttr usage in OpenLLM (#12655)

llama-index-multi-modal-llms-anthropic [0.1.4]

• Bumped anthropic dep version (#12655)

llama-index-multi-modal-llms-gemini [0.1.5]

• bump generativeai dep (#12645)

llama-index-packs-dense-x-retrieval [0.1.4]

• Add streaming support for DenseXRetrievalPack (#12607)

llama-index-readers-mongodb [0.1.4]

• Improve efficiency of MongoDB reader (#12664)

llama-index-readers-wikipedia [0.1.4]

• Added multilingual support for the Wikipedia reader (#12616)

llama-index-storage-index-store-elasticsearch [0.1.3]

• remove invalid chars from default collection name (#12672)

llama-index-vector-stores-milvus [0.1.8]

• Added support to retrieve metadata fields from milvus (#12626)
• Bug fix - Similarity metric is always IP for MilvusVectorStore (#12611)

2024-04-04 (v0.10.27)

llama-index-agent-openai [0.2.2]

• Update imports for message thread typing (#12437)

llama-index-core [0.10.27]

• Fix for pydantic query engine outputs being blank (#12469)
• Add span_id attribute to Events (instrumentation) (#12417)
• Fix RedisDocstore node retrieval from docs property (#12324)
• Add node-postprocessors to retriever_tool (#12415)
• FLAREInstructQueryEngine : delegating retriever api if the query engine supports it (#12503)
• Make chat message to dict safer (#12526)
• fix check in batch eval runner for multi-kwargs (#12563)
• Fixes agent_react_multimodal_step.py bug with partial args (#12566)

llama-index-embeddings-clip [0.1.5]

• Added support to load clip model from local file path (#12577)

llama-index-embeddings-cloudflar-workersai [0.1.0]

• text embedding integration: Cloudflare Workers AI (#12446)

llama-index-embeddings-voyageai [0.1.4]

• Fix pydantic issue in class definition (#12469)

llama-index-finetuning [0.1.5]

• Small typo fix in QA generation prompt (#12470)

llama-index-graph-stores-falkordb [0.1.3]

• Replace redis driver with FalkorDB driver (#12434)

llama-index-llms-anthropic [0.1.8]

• Add ability to pass custom HTTP headers to Anthropic client (#12558)

llama-index-llms-cohere [0.1.6]

• Add support for Cohere Command R+ model (#12581)

llama-index-llms-databricks [0.1.0]

• Integrations with DataBricks LLM API (#12432)

llama-index-llms-watsonx [0.1.6]

• Updated Watsonx foundation models (#12493)
• Updated base model name on watsonx integration #12491

lama-index-postprocessor-rankllm-rerank [0.1.2]

• Add RankGPT support inside RankLLM (#12475)

llama-index-readers-microsoft-sharepoint [0.1.7]

• Use recursive strategy by default for SharePoint (#12557)

llama-index-readers-web [0.1.8]

• Readability web page reader fix playwright async api bug (#12520)

llama-index-vector-stores-kdbai [0.1.5]

• small to_list fix (#12515)

llama-index-vector-stores-neptune [0.1.0]

• Add support for Neptune Analytics as a Vector Store (#12423)

llama-index-vector-stores-postgres [0.1.5]

• fix(postgres): numeric metadata filters (#12583)

v0.10.26

v0.10.26

v0.10.25

v0.10.25

v0.10.24

v0.10.24

v0.10.23

v0.10.23

v0.10.22

v0.10.22

v0.10.20

v0.10.20