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‎.github/workflows/core-typecheck.yml

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# You can use PyPy versions in python-version.
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# For example, pypy-2.7 and pypy-3.8
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matrix:
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python-version: ["3.9"]
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python-version: ["3.10"]
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steps:
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- uses: actions/checkout@v4
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with:

‎CHANGELOG.md

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# ChangeLog
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## [2025-01-15]
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### `llama-index-core` [0.12.11]
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- fix: bug in MediaResource validator (#17509)
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- handle pandas errors in md to df in MarkdownElementNodeParser (#17511)
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- bugfix: Duplicated citation nodes (#17440)
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- Fixed issue #17397 by updating the markdown format in MarkdownReader (#17429)
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- feat: support adding images to ChatMessage through additional_kwargs (#17477)
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- feat: async semantic splitter noder parser (#17449)
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- more exception handling in schema llm extractor (#17432)
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### `llama-index-agent-openai` [0.4.2]
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- Async memory management for OpenAIAgentWorker (#17375)
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### `llama-index-embeddings-huggingface` [0.5.0]
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- multimodal huggingface embeddings support (#17463)
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### `llama-index-embeddings-gemini` [0.3.1]
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- add request options to gemini (#17452)
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### `llama-index-embeddings-opea` [0.1.0]
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- Add support for OPEA LLMs in Llama-Index (#16666)
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### `llama-index-embeddings-upstage` [0.4.1]
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- bugfix: Fix upstage embedding available model mapping (#17460)
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### `llama-index-graph-stores-neo4j` [0.4.5]
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- Fix neo4j schema bug (#17448)
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### `llama-index-llms-gemini` [0.4.3]
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- add request options to gemini (#17452)
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### `llama-index-llms-opea` [0.1.0]
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- Add support for OPEA LLMs in Llama-Index (#16666)
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### `llama-index-llms-openai` [0.3.13]
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- adjust openai model temperature to accept values between 0 and 2 (#17453)
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### `llama-index-multi-modal-llms-bedrock` [0.1.0]
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- Add Multi Modal Bedrock Integration (#17451)
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### `llama-index-postprocessor-bedrock-rerank` [0.3.1]
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- Change `top_n` if number of input nodes are less (#17374)
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### `llama-index-readers-slack` [0.3.1]
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- Added support to allow only public slack channels (#17399)
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### `llama-index-storage-chat-store-tablestore` [0.1.0]
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- Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473)
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### `llama-index-storage-docstore-tablestore` [0.1.0]
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- Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473)
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### `llama-index-storage-index-store-tablestore` [0.1.0]
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- Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473)
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### `llama-index-storage-kvstore-tablestore` [0.1.0]
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- Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473)
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### `llama-index-vector-stores-mariadb` [0.3.0]
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- Support MariaDB 11.7 in the MariaDB vector store integration (#17497)
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### `llama-index-vector-stores-neptune` [0.3.1]
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- add test, fix missing method (#17485)
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### `llama-index-vector-stores-qdrant` [0.4.3]
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- Add new operator for Qdrant Vector store (#17490)
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## [2024-12-31]
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### `llama-index-core` [0.12.10]

‎docs/docs/CHANGELOG.md

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# ChangeLog
22

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## [2025-01-15]
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5+
### `llama-index-core` [0.12.11]
6+
7+
- fix: bug in MediaResource validator (#17509)
8+
- handle pandas errors in md to df in MarkdownElementNodeParser (#17511)
9+
- bugfix: Duplicated citation nodes (#17440)
10+
- Fixed issue #17397 by updating the markdown format in MarkdownReader (#17429)
11+
- feat: support adding images to ChatMessage through additional_kwargs (#17477)
12+
- feat: async semantic splitter noder parser (#17449)
13+
- more exception handling in schema llm extractor (#17432)
14+
15+
### `llama-index-agent-openai` [0.4.2]
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- Async memory management for OpenAIAgentWorker (#17375)
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### `llama-index-embeddings-huggingface` [0.5.0]
20+
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- multimodal huggingface embeddings support (#17463)
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23+
### `llama-index-embeddings-gemini` [0.3.1]
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25+
- add request options to gemini (#17452)
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27+
### `llama-index-embeddings-opea` [0.1.0]
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29+
- Add support for OPEA LLMs in Llama-Index (#16666)
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### `llama-index-embeddings-upstage` [0.4.1]
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- bugfix: Fix upstage embedding available model mapping (#17460)
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### `llama-index-graph-stores-neo4j` [0.4.5]
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- Fix neo4j schema bug (#17448)
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### `llama-index-llms-gemini` [0.4.3]
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- add request options to gemini (#17452)
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### `llama-index-llms-opea` [0.1.0]
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- Add support for OPEA LLMs in Llama-Index (#16666)
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### `llama-index-llms-openai` [0.3.13]
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- adjust openai model temperature to accept values between 0 and 2 (#17453)
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### `llama-index-multi-modal-llms-bedrock` [0.1.0]
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- Add Multi Modal Bedrock Integration (#17451)
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### `llama-index-postprocessor-bedrock-rerank` [0.3.1]
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- Change `top_n` if number of input nodes are less (#17374)
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### `llama-index-readers-slack` [0.3.1]
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- Added support to allow only public slack channels (#17399)
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### `llama-index-storage-chat-store-tablestore` [0.1.0]
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- Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473)
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### `llama-index-storage-docstore-tablestore` [0.1.0]
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- Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473)
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### `llama-index-storage-index-store-tablestore` [0.1.0]
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- Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473)
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### `llama-index-storage-kvstore-tablestore` [0.1.0]
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- Tablestore Support ChatStore/KvStore/DocStore/IndexStore (#17473)
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### `llama-index-vector-stores-mariadb` [0.3.0]
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- Support MariaDB 11.7 in the MariaDB vector store integration (#17497)
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### `llama-index-vector-stores-neptune` [0.3.1]
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- add test, fix missing method (#17485)
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### `llama-index-vector-stores-qdrant` [0.4.3]
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- Add new operator for Qdrant Vector store (#17490)
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## [2024-12-31]
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### `llama-index-core` [0.12.10]

‎docs/docs/CONTRIBUTING.md

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Explore the different modules below to get inspired!
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New integrations should meaningfully integrate with existing LlamaIndex framework components. At the discretion of LlamaIndex maintainers, some integrations may be declined.
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### 2. 📦 Contribute Tools, Readers, Packs, or Datasets
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Create new Packs, Readers, or Tools that simplify how others use LlamaIndex with various platforms.

‎docs/docs/api_reference/agent/workflow.md

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::: llama_index.core.agent.workflow
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options:
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members:
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- AgentWorkflow
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- BaseWorkflowAgent
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- FunctionAgent
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- ReActAgent
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- AgentInput
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- AgentStream
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- AgentOutput
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- ToolCall
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- ToolCallResult

‎docs/docs/api_reference/embeddings/opea.md

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::: llama_index.embeddings.opea
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options:
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members:
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- OPEAEmbedding

‎docs/docs/api_reference/llms/opea.md

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::: llama_index.llms.opea
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options:
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members:
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- OPEA

‎docs/docs/api_reference/llms/stepfun.md

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::: llama_index.llms.stepfun
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options:
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members:
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- StepFun

‎docs/docs/api_reference/multi_modal_llms/bedrock.md

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::: llama_index.multi_modal_llms.bedrock
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options:
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members:
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- BedrockMultiModal

‎docs/docs/api_reference/readers/web.md

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- BeautifulSoupWebReader
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- BrowserbaseWebReader
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- FireCrawlWebReader
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- HyperbrowserWebReader
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- KnowledgeBaseWebReader
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- MainContentExtractorReader
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- NewsArticleReader

‎docs/docs/api_reference/storage/chat_store/tablestore.md

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::: llama_index.storage.chat_store.tablestore
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options:
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members:
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- TablestoreChatStore

‎docs/docs/api_reference/storage/docstore/tablestore.md

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::: llama_index.storage.docstore.tablestore
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options:
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members:
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- TablestoreDocumentStore

‎docs/docs/api_reference/storage/index_store/tablestore.md

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::: llama_index.storage.index_store.tablestore
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options:
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members:
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- TablestoreIndexStore

‎docs/docs/api_reference/storage/kvstore/tablestore.md

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::: llama_index.storage.kvstore.tablestore
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options:
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members:
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- TablestoreKVStore

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