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v0.12.3 (#17172)
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CHANGELOG.md

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# ChangeLog
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## [2024-12-06]
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### `llama-index-core` [0.12.3]
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- cover SimpleDirectoryReader with unit tests (#17156)
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- docs: rewrite openai image reasoning example without multimodal LLM (#17148)
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- fix(metrics): fixed NDCG calculation and added comprehensive test cases (#17126)
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- feat: improve ImageBlock (#17111)
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- Remove forgotten print in ChatMemoryBuffer (#17114)
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- [FIX] Move JSONalyzeQueryEngine to experimental (#17110)
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### `llama-index-embeddings-clip` [0.3.1]
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- Unrestrict clip models to use (#17162)
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### `llama-index-embeddings-openai` [0.3.1]
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- fix/openai-embbeding-retry (#17072)
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### `llama-index-embeddings-text-embeddings-inference` [0.3.1]
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- proper auth token in TEI (#17158)
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### `llama-index-indices-managed-llama-cloud` [0.6.3]
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- chore: fix httpx_client typo in LlamaCloudRetriever (#17101)
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- fix: wrong project id variable in LlamaCloudRetriever (#17086)
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### `llama-index-llms-bedrock-converse` [0.4.1]
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- Adding AWS Nova models to Bedrock Converse (#17139)
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### `llama-index-llms-ollama` [0.4.2]
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- Ollama LLM: Added TypeError exception to `_get_response_token_counts` (#17150)
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### `llama-index-llms-sambanovasystems` [0.4.3]
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- changes in openai identification in url (#17161)
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### `llama-index-memory-mem0` [0.2.1]
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- Fix mem0 version check (#17159)
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### `llama-index-multi-modal-llms-openai` [0.4.0]
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- fix: make OpenAIMultiModal work with new ChatMessage (#17138)
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### `llama-index-postprocessor-bedrock-rerank` [0.3.0]
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- Add AWS Bedrock Reranker (#17134)
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### `llama-index-readers-file` [0.4.1]
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- update doc id for unstructured reader (#17160)
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### `llama-index-retrievers-duckdb-retriever` [0.4.0]
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- fix: use prepared statement in DuckDBRetriever (#17092)
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### `llama-index-vector-stores-postgres` [0.3.2]
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- Create tables for pgvector regardless of schema status (#17100)
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### `llama-index-vector-stores-weaviate` [1.2.4]
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- make alpha not none in weaviate (#17163)
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- Make Weaviate Vector Store integration work with complex properties (#17129)
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- Add support for `IS_EMPTY` metadata filters to Weaviate Vector Store integration (#17128)
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- Make Weaviate Vector Store integration support nested metadata filtering (#17107)
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## [2024-11-26]
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### `llama-index-core` [0.12.2]

docs/docs/CHANGELOG.md

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# ChangeLog
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## [2024-12-06]
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### `llama-index-core` [0.12.3]
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- cover SimpleDirectoryReader with unit tests (#17156)
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- docs: rewrite openai image reasoning example without multimodal LLM (#17148)
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- fix(metrics): fixed NDCG calculation and added comprehensive test cases (#17126)
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- feat: improve ImageBlock (#17111)
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- Remove forgotten print in ChatMemoryBuffer (#17114)
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- [FIX] Move JSONalyzeQueryEngine to experimental (#17110)
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### `llama-index-embeddings-clip` [0.3.1]
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- Unrestrict clip models to use (#17162)
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### `llama-index-embeddings-openai` [0.3.1]
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- fix/openai-embbeding-retry (#17072)
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### `llama-index-embeddings-text-embeddings-inference` [0.3.1]
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- proper auth token in TEI (#17158)
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### `llama-index-indices-managed-llama-cloud` [0.6.3]
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- chore: fix httpx_client typo in LlamaCloudRetriever (#17101)
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- fix: wrong project id variable in LlamaCloudRetriever (#17086)
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### `llama-index-llms-bedrock-converse` [0.4.1]
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- Adding AWS Nova models to Bedrock Converse (#17139)
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### `llama-index-llms-ollama` [0.4.2]
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- Ollama LLM: Added TypeError exception to `_get_response_token_counts` (#17150)
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### `llama-index-llms-sambanovasystems` [0.4.3]
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- changes in openai identification in url (#17161)
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### `llama-index-memory-mem0` [0.2.1]
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- Fix mem0 version check (#17159)
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### `llama-index-multi-modal-llms-openai` [0.4.0]
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- fix: make OpenAIMultiModal work with new ChatMessage (#17138)
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### `llama-index-postprocessor-bedrock-rerank` [0.3.0]
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- Add AWS Bedrock Reranker (#17134)
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### `llama-index-readers-file` [0.4.1]
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- update doc id for unstructured reader (#17160)
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### `llama-index-retrievers-duckdb-retriever` [0.4.0]
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- fix: use prepared statement in DuckDBRetriever (#17092)
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### `llama-index-vector-stores-postgres` [0.3.2]
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- Create tables for pgvector regardless of schema status (#17100)
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### `llama-index-vector-stores-weaviate` [1.2.4]
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- make alpha not none in weaviate (#17163)
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- Make Weaviate Vector Store integration work with complex properties (#17129)
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- Add support for `IS_EMPTY` metadata filters to Weaviate Vector Store integration (#17128)
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- Make Weaviate Vector Store integration support nested metadata filtering (#17107)
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## [2024-11-26]
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### `llama-index-core` [0.12.2]
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::: llama_index.callbacks.argilla
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options:
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members:
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- argilla_callback_handler
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::: llama_index.postprocessor.bedrock_rerank
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options:
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members:
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- BedrockRerank

docs/mkdocs.yml

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- ./api_reference/postprocessor/PII.md
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- ./api_reference/postprocessor/alibabacloud_aisearch_rerank.md
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- ./api_reference/postprocessor/auto_prev_next.md
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- ./api_reference/postprocessor/bedrock_rerank.md
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- ./api_reference/postprocessor/cohere_rerank.md
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- ./api_reference/postprocessor/colbert_rerank.md
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- ./api_reference/postprocessor/colpali_rerank.md
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- ../llama-index-integrations/multi_modal_llms/llama-index-multi-modal-llms-nvidia
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- ../llama-index-integrations/tools/llama-index-tools-elevenlabs
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- ../llama-index-integrations/llms/llama-index-llms-nebius
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- ../llama-index-integrations/postprocessor/llama-index-postprocessor-bedrock-rerank
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- redirects:
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redirect_maps:
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./api/llama_index.vector_stores.MongoDBAtlasVectorSearch.html: api_reference/storage/vector_store/mongodb.md

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

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"""Init file of LlamaIndex."""
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__version__ = "0.12.2"
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__version__ = "0.12.3"
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import logging
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from logging import NullHandler

llama-index-core/pyproject.toml

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packages = [{include = "llama_index"}]
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readme = "README.md"
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repository = "https://github.com/run-llama/llama_index"
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version = "0.12.2"
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version = "0.12.3"
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[tool.poetry.dependencies]
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SQLAlchemy = {extras = ["asyncio"], version = ">=1.4.49"}

llama-index-integrations/multi_modal_llms/llama-index-multi-modal-llms-openai/pyproject.toml

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license = "MIT"
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name = "llama-index-multi-modal-llms-openai"
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readme = "README.md"
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version = "0.3.0"
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version = "0.4.0"
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[tool.poetry.dependencies]
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python = ">=3.9,<4.0"
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llama-index-llms-openai = "^0.3.0"
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llama-index-core = "^0.12.0"
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llama-index-core = "^0.12.3"
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[tool.poetry.group.dev.dependencies]
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ipython = "8.10.0"

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