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‎CHANGELOG.md

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# ChangeLog
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## [2025-01-05]
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### `llama-index-core` [0.12.16]
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- Be more lenient with leading whitespaces emitted by some models when doing ReAct (#17701)
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- Fix `user_msg` vs `chat_history` AgentWorkflow inputs (#17690)
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### `llama-index-embeddings-oci-data-science` [0.1.0]
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- Add OCI Data Science Model Deployment Embedding Integration (#17243)
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### `llama-index-embeddings-vllm` [0.1.0]
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- Add vLLM offline inference supports for embedding (#17675)
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### `llama-index-embeddings-voyageai` [0.3.5]
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- small async voyageai fix (#17698)
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### `llama-index-llms-gemini` [0.4.7]
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- gemini 2.0 support (#17720)
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- feat: support basic function call for gemini (google-generativeai) (#17696)
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### `llama-index-llms-oci-data-science` [0.1.0]
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- Add OCI Data Science Model Deployment LLM Integration (#17241)
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### `llama-index-llms-oci-genai` [0.3.1]
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- Option to pass auth_file_location, in-order to overwrite default config file location i.e. ~/.oci/config (#17695)
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### `llama-index-llms-ollama` [0.5.1]
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- fix: avoid missing tool calls while streaming
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### `llama-index-llms-openai` [0.3.17]
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- fix: max_tokens in O1 (#17703)
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- o3 mini support (#17689)
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- fix max_tokens, add reasoning_effort for openai reasoning models (#17694)
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### `llama-index-readers-obsidian` [0.5.0]
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- Improved Obsidian Reader (#17699)
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### `llama-index-tools-scrapegraph` [0.1.1]
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- feat: add new scrapegraph endpoint (#17709)
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## [2025-01-31]
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### `llama-index-core` [0.12.15]

‎docs/docs/CHANGELOG.md

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# ChangeLog
22

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## [2025-01-05]
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### `llama-index-core` [0.12.16]
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- Be more lenient with leading whitespaces emitted by some models when doing ReAct (#17701)
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- Fix `user_msg` vs `chat_history` AgentWorkflow inputs (#17690)
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### `llama-index-embeddings-oci-data-science` [0.1.0]
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- Add OCI Data Science Model Deployment Embedding Integration (#17243)
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### `llama-index-embeddings-vllm` [0.1.0]
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- Add vLLM offline inference supports for embedding (#17675)
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### `llama-index-embeddings-voyageai` [0.3.5]
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- small async voyageai fix (#17698)
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### `llama-index-llms-gemini` [0.4.7]
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- gemini 2.0 support (#17720)
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- feat: support basic function call for gemini (google-generativeai) (#17696)
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### `llama-index-llms-oci-data-science` [0.1.0]
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- Add OCI Data Science Model Deployment LLM Integration (#17241)
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### `llama-index-llms-oci-genai` [0.3.1]
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- Option to pass auth_file_location, in-order to overwrite default config file location i.e. ~/.oci/config (#17695)
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### `llama-index-llms-ollama` [0.5.1]
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- fix: avoid missing tool calls while streaming
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### `llama-index-llms-openai` [0.3.17]
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- fix: max_tokens in O1 (#17703)
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- o3 mini support (#17689)
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- fix max_tokens, add reasoning_effort for openai reasoning models (#17694)
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### `llama-index-readers-obsidian` [0.5.0]
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- Improved Obsidian Reader (#17699)
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### `llama-index-tools-scrapegraph` [0.1.1]
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- feat: add new scrapegraph endpoint (#17709)
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353
## [2025-01-31]
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### `llama-index-core` [0.12.15]
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- Add error_on_tool_error param to FunctionCallingLLM.predict_and_call (#17663)
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- Get tool description from pydantic field (#17679)
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- fix: make ctx._events_buffer json-serializable (#17676)
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- fix: make ctx.\_events_buffer json-serializable (#17676)
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- feat: allow to exclude empty file simple directory reader (#17656)
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- improve markdown llm output parsing (#17577)
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- small typo fix in the default plan refine prompt (#17644)

‎docs/docs/api_reference/embeddings/oci_data_science.md

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::: llama_index.embeddings.oci_data_science
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options:
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members:
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- OCIDataScienceEmbedding

‎docs/docs/api_reference/embeddings/vllm.md

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::: llama_index.embeddings.vllm
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options:
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members:
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- VllmEmbedding

‎docs/docs/api_reference/llms/oci_data_science.md

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::: llama_index.llms.oci_data_science
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options:
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members:
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- OCIDataScience

‎docs/mkdocs.yml

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- ./examples/embeddings/nebius.ipynb
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- ./examples/embeddings/nomic.ipynb
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- ./examples/embeddings/nvidia.ipynb
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- ./examples/embeddings/oci_data_science.ipynb
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- ./examples/embeddings/oci_genai.ipynb
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- ./examples/embeddings/ollama_embedding.ipynb
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- ./examples/embeddings/openvino.ipynb
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- ./examples/llm/nvidia_tensorrt.ipynb
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- ./examples/llm/nvidia_text_completion.ipynb
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- ./examples/llm/nvidia_triton.ipynb
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- ./examples/llm/oci_data_science.ipynb
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- ./examples/llm/oci_genai.ipynb
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- ./examples/llm/octoai.ipynb
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- ./examples/llm/ollama.ipynb
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- ./api_reference/embeddings/nebius.md
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- ./api_reference/embeddings/nomic.md
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- ./api_reference/embeddings/nvidia.md
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- ./api_reference/embeddings/oci_data_science.md
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- ./api_reference/embeddings/oci_genai.md
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- ./api_reference/embeddings/octoai.md
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- ./api_reference/embeddings/ollama.md
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- ./api_reference/embeddings/upstage.md
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- ./api_reference/embeddings/vertex.md
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- ./api_reference/embeddings/vertex_endpoint.md
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- ./api_reference/embeddings/vllm.md
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- ./api_reference/embeddings/voyageai.md
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- ./api_reference/embeddings/xinference.md
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- ./api_reference/embeddings/yandexgpt.md
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- ./api_reference/llms/nvidia.md
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- ./api_reference/llms/nvidia_tensorrt.md
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- ./api_reference/llms/nvidia_triton.md
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- ./api_reference/llms/oci_data_science.md
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- ./api_reference/llms/oci_genai.md
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- ./api_reference/llms/octoai.md
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- ./api_reference/llms/ollama.md
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- ../llama-index-integrations/tools/llama-index-tools-linkup-research
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- ../llama-index-integrations/llms/llama-index-llms-deepseek
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- ../llama-index-integrations/llms/llama-index-llms-cortex
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- ../llama-index-integrations/embeddings/llama-index-embeddings-vllm
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- ../llama-index-integrations/embeddings/llama-index-embeddings-oci-data-science
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- ../llama-index-integrations/llms/llama-index-llms-oci-data-science
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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__ = "0.12.15"
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__version__ = "0.12.16"
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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 = "0.12.15"
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version = "0.12.16"
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[tool.poetry.dependencies]
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SQLAlchemy = {extras = ["asyncio"], version = ">=1.4.49"}

‎llama-index-integrations/embeddings/llama-index-embeddings-oci-data-science/pyproject.toml

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pre-commit = "3.2.0"
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pylint = "2.15.10"
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pytest = "7.2.1"
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pytest = ">=7.2.1"
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pytest-asyncio = ">=0.24.0"
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pytest-mock = "3.11.1"
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pytest-mock = ">=3.11.1"
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ruff = "0.0.292"
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tree-sitter-languages = "^1.8.0"
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types-Deprecated = ">=0.1.0"

‎llama-index-integrations/llms/llama-index-llms-oci-data-science/pyproject.toml

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pylint = "2.15.10"
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pytest = "7.2.1"
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pytest = ">=7.2.1"
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pytest-asyncio = ">=0.24.0"
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pytest-mock = "3.11.1"
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pytest-mock = ">=3.11.1"
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tree-sitter-languages = "^1.8.0"
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types-Deprecated = ">=0.1.0"

‎llama-index-integrations/llms/llama-index-llms-ollama/llama_index/llms/ollama/base.py

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if (
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str(tool_call["function"]["name"]),
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str(tool_call["function"]["arguments"]),
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continue
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seen_tool_calls.add(
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(
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str(tool_call["function"]["arguments"]),
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role=r["message"]["role"],
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additional_kwargs={"tool_calls": list(set(all_tool_calls))},
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for tool_call in new_tool_calls:
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if (
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str(tool_call["function"]["name"]),
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str(tool_call["function"]["arguments"]),
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continue
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(
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)
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message=ChatMessage(
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role=r["message"]["role"],
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additional_kwargs={"tool_calls": tool_calls},
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‎llama-index-integrations/llms/llama-index-llms-ollama/pyproject.toml

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version = "0.5.1"
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[tool.poetry.dependencies]
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python = ">=3.9,<4.0"

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