v0.12.6 (#17305)

CHANGELOG.md

@@ -1,5 +1,95 @@
 # ChangeLog
 
+## [2024-12-17]
+
+### `llama-index-core` [0.12.6]
+
+- [bug fix] Ensure that StopEvent gets cleared from Context.\_in_progress["_done"] after a Workflow run (#17300)
+- fix: add a timeout to langchain callback handler (#17296)
+- tweak User vs tool in react prompts (#17273)
+- refact: Refactor Document to be natively multimodal (#17204)
+- fix: make ImageDocument derive from Document, backward compatible (#17259)
+- fix: accept already base64-encoded data in ImageBlock (#17244)
+- fix(metrics): fixed NDCG calculation and updated previous tests (#17236)
+- fix: remove llama-index-legacy dependency in llama-index-core (#17231)
+- Refined the default documentation generation for function tools (#17208)
+
+### `llama-index-embeddings-voyageai` [0.3.3]
+
+- add support for voyageai >=0.3.0 (#17120)
+- Introducting VoyageAI's new multimodal embeddings model (#17261)
+- VoyageAI multimodal embedding, correction (#17284)
+
+### `llama-index-experimental` [0.5.2]
+
+- Fixed import errors for experimental JSONalyzeQueryEngine (#17228)
+
+### `llama-index-grapg-stores-neo4j` [0.4.4]
+
+- Add cypher corrector and allow graph schema filtering (#17223)
+- Add timeout config to neo4j graph (#17267)
+- Add text and embedding type to neo4j enhanced schema (#17289)
+
+### `llama-index-llms-anthropic` [0.6.3]
+
+- add content blocks to anthropic (#17274)
+- Do not send blank content to anthropic (#17278)
+- Update anthropic type imports for v0.41.0 release (#17299)
+- Fix Anthropic tokenizer protocol (fix by Devin) (#17201)
+
+### `llama-index-llms-bedrock` [0.3.3]
+
+- Add Amazon bedrock guardrails (#17281)
+
+### `llama-index-llms-bedrock-converse` [0.4.2]
+
+- Add Amazon bedrock guardrails (#17281)
+
+### `llama-index-llms-gemini` [0.4.1]
+
+- Gemini 2.0 support (#17249)
+
+### `llama-index-llms-mistralai` [0.3.1]
+
+- add tool call id/name to mistral chat messages (#17280)
+
+### `llama-index-llms-nvidia` [0.3.1]
+
+- Adding llama 3.3-70b as function-calling-capable (#17253)
+
+### `llama-index-llms-openai` [0.3.10]
+
+- fix openai message dicts for tool calls (#17254)
+
+### `llama-index-llms-text-generation-inference` [0.3.1]
+
+- Fix: TGI context window (#17252)
+
+### `llama-index-multi-modal-llms-anthropic` [0.3.1]
+
+- handle more response types in anthropic multi modal llms (#17302)
+
+### `llama-index-readers-confluence` [0.3.1]
+
+- Support Confluence cookies (#17276)
+
+### `llama-index-vector-stores-milvus` [0.4.0]
+
+- Parse "milvus_search_config" out of "vector_store_kwargs" (#17221)
+- refactor and optimize milvus code (#17229)
+
+### `llama-index-vector-stores-pinecone` [0.4.2]
+
+- Handle empty retrieved Pinecone index values (#17242)
+
+### `llama-index-vector-stores-qdrant` [0.4.1]
+
+- feat: Add NOT filter condition to MetadataFilter and QdrantVectorStore (#17270)
+
+### `llama-index-vector-stores-weaviate` [1.3.0]
+
+- Add async support to weaviate vector store integration (#17220)
+
 ## [2024-12-09]
 
 ### `llama-index-core` [0.12.5]
@@ -14,6 +104,10 @@
 
 - feat: integration on pinecone hosted rerankers (#17192)
 
+### `llama-index-tools-scrapegraph` [0.1.0]
+
+- Add Scrapegraph tool integration (#17238)
+
 ### `llama-index-vector-stores-postgres` [0.3.3]
 
 - Update pgvector dependency to version 0.3.6 (#17195)

docs/docs/CHANGELOG.md

@@ -1,5 +1,95 @@
 # ChangeLog
 
+## [2024-12-17]
+
+### `llama-index-core` [0.12.6]
+
+- [bug fix] Ensure that StopEvent gets cleared from Context._in_progress["_done"] after a Workflow run (#17300)
+- fix: add a timeout to langchain callback handler (#17296)
+- tweak User vs tool in react prompts (#17273)
+- refact: Refactor Document to be natively multimodal (#17204)
+- fix: make ImageDocument derive from Document, backward compatible (#17259)
+- fix: accept already base64-encoded data in ImageBlock (#17244)
+- fix(metrics): fixed NDCG calculation and updated previous tests (#17236)
+- fix: remove llama-index-legacy dependency in llama-index-core (#17231)
+- Refined the default documentation generation for function tools (#17208)
+
+### `llama-index-embeddings-voyageai` [0.3.3]
+
+- add support for voyageai >=0.3.0 (#17120)
+- Introducting VoyageAI's new multimodal embeddings model (#17261)
+- VoyageAI multimodal embedding, correction (#17284)
+
+### `llama-index-experimental` [0.5.2]
+
+- Fixed import errors for experimental JSONalyzeQueryEngine (#17228)
+
+### `llama-index-grapg-stores-neo4j` [0.4.4]
+
+- Add cypher corrector and allow graph schema filtering (#17223)
+- Add timeout config to neo4j graph (#17267)
+- Add text and embedding type to neo4j enhanced schema (#17289)
+
+### `llama-index-llms-anthropic` [0.6.3]
+
+- add content blocks to anthropic (#17274)
+- Do not send blank content to anthropic (#17278)
+- Update anthropic type imports for v0.41.0 release (#17299)
+- Fix Anthropic tokenizer protocol (fix by Devin) (#17201)
+
+### `llama-index-llms-bedrock` [0.3.3]
+
+- Add Amazon bedrock guardrails (#17281)
+
+### `llama-index-llms-bedrock-converse` [0.4.2]
+
+- Add Amazon bedrock guardrails (#17281)
+
+### `llama-index-llms-gemini` [0.4.1]
+
+- Gemini 2.0 support (#17249)
+
+### `llama-index-llms-mistralai` [0.3.1]
+
+- add tool call id/name to mistral chat messages (#17280)
+
+### `llama-index-llms-nvidia` [0.3.1]
+
+- Adding llama 3.3-70b as function-calling-capable (#17253)
+
+### `llama-index-llms-openai` [0.3.10]
+
+- fix openai message dicts for tool calls (#17254)
+
+### `llama-index-llms-text-generation-inference` [0.3.1]
+
+- Fix: TGI context window (#17252)
+
+### `llama-index-multi-modal-llms-anthropic` [0.3.1]
+
+- handle more response types in anthropic multi modal llms (#17302)
+
+### `llama-index-readers-confluence` [0.3.1]
+
+- Support Confluence cookies (#17276)
+
+### `llama-index-vector-stores-milvus` [0.4.0]
+
+- Parse "milvus_search_config" out of "vector_store_kwargs" (#17221)
+- refactor and optimize milvus code (#17229)
+
+### `llama-index-vector-stores-pinecone` [0.4.2]
+
+- Handle empty retrieved Pinecone index values (#17242)
+
+### `llama-index-vector-stores-qdrant` [0.4.1]
+
+- feat: Add NOT filter condition to MetadataFilter and QdrantVectorStore (#17270)
+
+### `llama-index-vector-stores-weaviate` [1.3.0]
+
+- Add async support to weaviate vector store integration (#17220)
+
 ## [2024-12-09]
 
 ### `llama-index-core` [0.12.5]
@@ -14,6 +104,10 @@
 
 - feat: integration on pinecone hosted rerankers (#17192)
 
+### `llama-index-tools-scrapegraph` [0.1.0]
+
+- Add Scrapegraph tool integration (#17238)
+
 ### `llama-index-vector-stores-postgres` [0.3.3]
 
 - Update pgvector dependency to version 0.3.6 (#17195)

docs/docs/api_reference/tools/scrapegraph.md

@@ -0,0 +1,4 @@
+::: llama_index.tools.scrapegraph
+    options:
+      members:
+        - ScrapegraphToolSpec

docs/mkdocs.yml

@@ -151,6 +151,7 @@ nav:
           - ./examples/cookbooks/contextual_retrieval.ipynb
           - ./examples/cookbooks/crewai_llamaindex.ipynb
           - ./examples/cookbooks/llama3_cookbook.ipynb
+          - ./examples/cookbooks/llama3_cookbook_gaudi.ipynb
           - ./examples/cookbooks/llama3_cookbook_groq.ipynb
           - ./examples/cookbooks/llama3_cookbook_ollama_replicate.ipynb
           - ./examples/cookbooks/mistralai.ipynb
@@ -256,7 +257,6 @@ nav:
           - ./examples/embeddings/nomic.ipynb
           - ./examples/embeddings/nvidia.ipynb
           - ./examples/embeddings/oci_genai.ipynb
-          - ./examples/embeddings/octoai.ipynb
           - ./examples/embeddings/ollama_embedding.ipynb
           - ./examples/embeddings/openvino.ipynb
           - ./examples/embeddings/optimum_intel.ipynb
@@ -312,6 +312,7 @@ nav:
           - ./examples/ingestion/document_management_pipeline.ipynb
           - ./examples/ingestion/ingestion_gdrive.ipynb
           - ./examples/ingestion/parallel_execution_ingestion_pipeline.ipynb
+          - ./examples/ingestion/redis_ingestion_pipeline.ipynb
       - LLMs:
           - ./examples/llm/ai21.ipynb
           - ./examples/llm/alephalpha.ipynb
@@ -384,9 +385,7 @@ nav:
           - ./examples/llm/rungpt.ipynb
           - ./examples/llm/sagemaker_endpoint_llm.ipynb
           - ./examples/llm/sambanovasystems.ipynb
-          - ./examples/llm/solar.ipynb
           - ./examples/llm/together.ipynb
-          - ./examples/llm/unify.ipynb
           - ./examples/llm/upstage.ipynb
           - ./examples/llm/vertex.ipynb
           - ./examples/llm/vicuna.ipynb
@@ -642,7 +641,6 @@ nav:
           - ./examples/vector_stores/LanternAutoRetriever.ipynb
           - ./examples/vector_stores/LanternIndexDemo.ipynb
           - ./examples/vector_stores/LindormDemo.ipynb
-          - ./examples/vector_stores/MetalIndexDemo.ipynb
           - ./examples/vector_stores/MilvusHybridIndexDemo.ipynb
           - ./examples/vector_stores/MilvusIndexDemo.ipynb
           - ./examples/vector_stores/MilvusOperatorFunctionDemo.ipynb
@@ -1647,6 +1645,7 @@ nav:
           - ./api_reference/tools/requests.md
           - ./api_reference/tools/retriever.md
           - ./api_reference/tools/salesforce.md
+          - ./api_reference/tools/scrapegraph.md
           - ./api_reference/tools/shopify.md
           - ./api_reference/tools/slack.md
           - ./api_reference/tools/tavily_research.md
@@ -2308,6 +2307,7 @@ plugins:
             - ../llama-index-integrations/llms/llama-index-llms-nebius
             - ../llama-index-integrations/postprocessor/llama-index-postprocessor-bedrock-rerank
             - ../llama-index-integrations/postprocessor/llama-index-postprocessor-pinecone-native-rerank
+            - ../llama-index-integrations/tools/llama-index-tools-scrapegraph
   - redirects:
       redirect_maps:
         ./api/llama_index.vector_stores.MongoDBAtlasVectorSearch.html: api_reference/storage/vector_store/mongodb.md

llama-index-core/llama_index/core/__init__.py

@@ -1,6 +1,6 @@
 """Init file of LlamaIndex."""
 
-__version__ = "0.12.5"
+__version__ = "0.12.6"
 
 import logging
 from logging import NullHandler

llama-index-core/pyproject.toml

@@ -46,7 +46,7 @@ name = "llama-index-core"
 packages = [{include = "llama_index"}]
 readme = "README.md"
 repository = "https://github.com/run-llama/llama_index"
-version = "0.12.5"
+version = "0.12.6"
 
 [tool.poetry.dependencies]
 SQLAlchemy = {extras = ["asyncio"], version = ">=1.4.49"}

llama-index-integrations/vector_stores/llama-index-vector-stores-nile/pyproject.toml

@@ -27,11 +27,11 @@ exclude = ["**/BUILD"]
 license = "MIT"
 name = "llama-index-vector-stores-nile"
 readme = "README.md"
-version = "0.2.0"
+version = "0.2.1"
 
 [tool.poetry.dependencies]
 python = ">=3.9,<4.0"
-llama-index-core = "^0.12.0"
+llama-index-core = "^0.12.6"
 psycopg = "^3.2"
 
 [tool.poetry.group.dev.dependencies]

llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/pyproject.toml

@@ -27,14 +27,14 @@ exclude = ["**/BUILD"]
 license = "MIT"
 name = "llama-index-vector-stores-postgres"
 readme = "README.md"
-version = "0.4.0"
+version = "0.4.1"
 
 [tool.poetry.dependencies]
 python = ">=3.9,<4.0"
 pgvector = ">=0.3.6,<1.0.0"
 psycopg2-binary = ">=2.9.9,<3.0.0"
 asyncpg = ">=0.29.0,<1.0.0"
-llama-index-core = "^0.12.0"
+llama-index-core = "^0.12.6"
 
 [tool.poetry.dependencies.sqlalchemy]
 extras = ["asyncio"]

llama-index-integrations/vector_stores/llama-index-vector-stores-qdrant/pyproject.toml

@@ -27,13 +27,13 @@ exclude = ["**/BUILD"]
 license = "MIT"
 name = "llama-index-vector-stores-qdrant"
 readme = "README.md"
-version = "0.4.0"
+version = "0.4.1"
 
 [tool.poetry.dependencies]
 python = ">=3.9,<3.13"
 qdrant-client = ">=1.7.1"
 grpcio = "^1.60.0"
-llama-index-core = "^0.12.0"
+llama-index-core = "^0.12.6"
 
 [tool.poetry.extras]
 fastembed = ["fastembed"]