v0.10.61

v0.10.61

2024-07-31 [v0.10.59]

llama-index-core [0.10.59]

• Introduce Workflows for event-driven orchestration (#15067)
• Added feature to context chat engine allowing previous chunks to be inserted into the current context window (#14889)
• MLflow Integration added to docs (#14977)
• docs(literalai): add Literal AI integration to documentation (#15023)
• expand span coverage for query pipeline (#14997)
• make re-raising error skip constructor during asyncio_run() (#14970)

llama-index-embeddings-ollama [0.1.3]

• Add proper async embedding support

llama-index-embeddings-textembed [0.0.1]

• add support for textembed embedding (#14968)

llama-index-graph-stores-falkordb [0.1.5]

• initial implementation FalkorDBPropertyGraphStore (#14936)

llama-index-llms-azure-inference [0.1.1]

• Fix: Azure AI inference integration support for tools (#15044)

llama-index-llms-fireworks [0.1.7]

• Updates to Default model for support for function calling (#15046)

llama-index-llms-ollama [0.2.2]

• toggle for ollama function calling (#14972)
• Add function calling for Ollama (#14948)

llama-index-llms-openllm [0.2.0]

• update to OpenLLM 0.6 (#14935)

llama-index-packs-longrag [0.1.0]

• Adds a LlamaPack that implements LongRAG (#14916)

llama-index-postprocessor-tei-rerank [0.1.0]

• Support for Re-Ranker via Text Embedding Interface (#15063)

llama-index-readers-confluence [0.1.7]

• confluence reader sort auth parameters priority (#14905)

llama-index-readers-file [0.1.31]

• UnstructuredReader use filename as ID (#14946)

llama-index-readers-gitlab [0.1.0]

• Add GitLab reader integration (#15030)

llama-index-readers-google [0.2.11]

• Fix issue with average ratings being a float vs an int (#15070)

llama-index-retrievers-bm25 [0.2.2]

• use proper stemmer in bm25 tokenize (#14965)

llama-index-vector-stores-azureaisearch [0.1.13]

• Fix issue with deleting non-existent index (#14949)

llama-index-vector-stores-elasticsearch [0.2.5]

• disable embeddings for sparse strategy (#15032)

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

• Update default sparse encoder for Hybrid search (#15019)

llama-index-vector-stores-milvus [0.1.22]

• Enhance MilvusVectorStore with flexible index management for overwriting (#15058)

llama-index-vector-stores-postgres [0.1.13]

• Adds option to construct PGVectorStore with a HNSW index (#15024)

v0.10.58

v0.10.58

2024-07-22 (v0.10.57)

llama-index-core [v0.10.57]

• Add an optional parameter similarity_score to VectorContextRetrieve… (#14831)
• add property extraction (using property names and optional descriptions) for KGs (#14707)
• able to attach output classes to LLMs (#14747)
• Add streaming for tool calling / structured extraction (#14759)
• fix from removing private variables when copying/pickling (#14860)
• Fix empty array being send to vector store in ingestion pipeline (#14859)
• optimize ingestion pipeline deduping (#14858)
• Add an optional parameter similarity_score to VectorContextRetriever (#14831)

llama-index-llms-azure-openai [0.1.10]

• Bugfix: AzureOpenAI may fail with custom azure_ad_token_provider (#14869)

llama-index-llms-bedrock-converse [0.1.5]

• feat: ✨ Implement async functionality in BedrockConverse (#14326)

llama-index-llms-langchain [0.3.0]

• make some dependencies optional
• bump langchain version in integration (#14879)

llama-index-llms-ollama [0.1.6]

• Bugfix: ollama streaming response (#14830)

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

• align deps (#14850)

llama-index-readers-notion [0.1.10]

• update notion reader to handle duplicate pages, database+page ids (#14861)

llama-index-vector-stores-milvus [0.1.21]

• Implements delete_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800)

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

• MongoDB Atlas Vector Search: Enhanced Metadata Filtering (#14856)

llama-index-vector-stores-opensearch [0.1.13]

• Implements delete_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800)

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

• Implements delete_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800)

llama-index-vector-stores-postgres [0.1.12]

• Implements delete_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800)

llama-index-vector-stores-weaviate [1.0.2]

• Implements delete_nodes() and clear() for Weviate, Opensearch, Milvus, Postgres, and Pinecone Vector Stores (#14800)

v0.10.56

v0.10.56

v0.10.55

v0.10.55

v0.10.54post1

v0.10.54post1

v0.10.54

v0.10.54

v0.10.53

v0.10.53

2024-07-03 (v0.10.52)

llama-index-core [0.10.52]

• fix file reader path bug on windows (#14537)
• follow up with kwargs propagation in colbert index due to change in parent class (#14522)
• deprecate query pipeline agent in favor of FnAgentWorker (#14525O)

llama-index-callbacks-arize-phoenix [0.1.6]

• support latest version of arize #14526

llama-index-embeddings-litellm [0.1.0]

• Add support for LiteLLM Proxy Server for embeddings (#14523)

llama-index-finetuning [0.1.10]

• Adding device choice from sentence_transformers (#14546)

llama-index-graph-stores-neo4 [0.2.7]

• Fixed ordering of returned nodes on vector queries (#14461)

llama-index-llms-bedrock [0.1.10]

• handle empty response in Bedrock AnthropicProvider (#14479)

llama-index-llms-bedrock-converse [0.1.4]

• Fix Bedrock Converse's join_two_dicts function when a new string kwarg is added (#14548)

llama-index-llms-upstage [0.1.4]

• Add upstage tokenizer and token counting method (#14502)

llama-index-readers-azstorage-blob [0.1.7]

• Fix bug with getting object name for blobs (#14547)

llama-index-readers-file [0.1.26]

• Pandas excel reader load data fix for appending documents (#14501)

llama-index-readers-iceberg [0.1.0]

• Add Iceberg Reader integration to LLamaIndex (#14477)

llama-index-readers-notion [0.1.8]

• Added retries (#14488)
• add list_databases method (#14488)

llama-index-readers-slack [0.1.5]

• Enhance SlackReader to fetch Channel IDs from Channel Names/Patterns (#14429)

llama-index-readers-web [0.1.21]

• Add API url to firecrawl reader (#14452)

llama-index-retrievers-bm25 [0.1.5]

• fix score in nodes returned by the BM25 retriever (#14495)

llama-index-vector-stores-azureaisearch [0.1.9]

• add async methods to azure ai search (#14496)

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

• Kdbai rest compatible (#14511)

llama-index-vector-stores-mongodb [0.1.6]

• Adds Hybrid and Full-Text Search to MongoDBAtlasVectorSearch (#14490)