diff --git a/CHANGELOG.md b/CHANGELOG.md
index ad39f8f594baaa35348cbeaae985ffcf3c16b9d6..693118ce3884d580521a8f2ec83db7fd7d00678e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,53 @@
# ChangeLog
+## [2025-02-16]
+
+### `llama-index-core` [0.12.18]
+
+- improve prompt helper multimodal support (#17831)
+- Retain return type from `@dispatcher.span` (#17817)
+- Silence nltk downloader (#17816)
+- Keep a reference to asyncio tasks in `astream_chat()` (#17812)
+
+### `llama-index-indices-managed-llama-cloud` [0.6.6]
+
+- include file & page metadata when returning image node from llamacloud retriever (#17823)
+- Improve error logs for llamacloud indices (#17827)
+
+### `llama-index-indices-managed-vertexai` [0.2.1]
+
+- Add textnode metadata (#17814)
+
+### `llama-index-llms-anthropic` [0.6.5]
+
+- feat: ✨ add support to anthropic claude-3-5-haiku-latest model name (#17818)
+
+### `llama-index-llms-openai` [0.3.20]
+
+- openai developer message fix for older o1 models (#17833)
+
+### `llama-index-readers-microsoft-outlook-emails` [0.1.0]
+
+- feat: add Microsoft Outlook Email Reader integration (#17829)
+
+### `llama-index-tools-mcp` [0.1.0]
+
+- feat: add mcp tool spec (#17795)
+
+### `llama-index-tools-playwright` [0.1.1]
+
+- Fix: Change Playwright browser tool from sync to async (#17808)
+
+### `llama-index-vector-stores-azureaisearch` [0.3.5]
+
+- Expand AzureAISearchVectorStore filter options (#17811)
+- azureaisearch: prefer using hybrid_top_k over similarity_top_k for hybrid search (#17612)
+- azureaisearch: add default to None for semantic configuration name (#17807)
+
+### `llama-index-vector-stores-mariadb` [0.3.1]
+
+- MariaDB Vector Store Integration: Add tuning parameters and utility functions (#17791)
+
## [2025-02-11]
### `llama-index-core` [0.12.17]
diff --git a/docs/docs/CHANGELOG.md b/docs/docs/CHANGELOG.md
index ad39f8f594baaa35348cbeaae985ffcf3c16b9d6..693118ce3884d580521a8f2ec83db7fd7d00678e 100644
--- a/docs/docs/CHANGELOG.md
+++ b/docs/docs/CHANGELOG.md
@@ -1,5 +1,53 @@
# ChangeLog
+## [2025-02-16]
+
+### `llama-index-core` [0.12.18]
+
+- improve prompt helper multimodal support (#17831)
+- Retain return type from `@dispatcher.span` (#17817)
+- Silence nltk downloader (#17816)
+- Keep a reference to asyncio tasks in `astream_chat()` (#17812)
+
+### `llama-index-indices-managed-llama-cloud` [0.6.6]
+
+- include file & page metadata when returning image node from llamacloud retriever (#17823)
+- Improve error logs for llamacloud indices (#17827)
+
+### `llama-index-indices-managed-vertexai` [0.2.1]
+
+- Add textnode metadata (#17814)
+
+### `llama-index-llms-anthropic` [0.6.5]
+
+- feat: ✨ add support to anthropic claude-3-5-haiku-latest model name (#17818)
+
+### `llama-index-llms-openai` [0.3.20]
+
+- openai developer message fix for older o1 models (#17833)
+
+### `llama-index-readers-microsoft-outlook-emails` [0.1.0]
+
+- feat: add Microsoft Outlook Email Reader integration (#17829)
+
+### `llama-index-tools-mcp` [0.1.0]
+
+- feat: add mcp tool spec (#17795)
+
+### `llama-index-tools-playwright` [0.1.1]
+
+- Fix: Change Playwright browser tool from sync to async (#17808)
+
+### `llama-index-vector-stores-azureaisearch` [0.3.5]
+
+- Expand AzureAISearchVectorStore filter options (#17811)
+- azureaisearch: prefer using hybrid_top_k over similarity_top_k for hybrid search (#17612)
+- azureaisearch: add default to None for semantic configuration name (#17807)
+
+### `llama-index-vector-stores-mariadb` [0.3.1]
+
+- MariaDB Vector Store Integration: Add tuning parameters and utility functions (#17791)
+
## [2025-02-11]
### `llama-index-core` [0.12.17]
diff --git a/docs/docs/api_reference/readers/microsoft_outlook_emails.md b/docs/docs/api_reference/readers/microsoft_outlook_emails.md
new file mode 100644
index 0000000000000000000000000000000000000000..2d8bf8801a8a803bd8c8ebd11deaaece80d22fa0
--- /dev/null
+++ b/docs/docs/api_reference/readers/microsoft_outlook_emails.md
@@ -0,0 +1,4 @@
+::: llama_index.readers.microsoft_outlook_emails
+ options:
+ members:
+ - OutlookEmailReader
diff --git a/docs/docs/api_reference/tools/mcp.md b/docs/docs/api_reference/tools/mcp.md
new file mode 100644
index 0000000000000000000000000000000000000000..8ccd2dbce49823f2b88dbea58696373af8628b1a
--- /dev/null
+++ b/docs/docs/api_reference/tools/mcp.md
@@ -0,0 +1,4 @@
+::: llama_index.tools.mcp
+ options:
+ members:
+ - McpToolSpec
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index 216f6827bb3576781c396de20436bf9276cafa49..5cec5c01f6c722272c2faa215ed21d27e317faf3 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -183,7 +183,9 @@ nav:
- ./examples/customization/streaming/SimpleIndexDemo-streaming.ipynb
- ./examples/customization/streaming/chat_engine_condense_question_stream_response.ipynb
- Data Connectors:
+ - ./examples/data_connectors/AlloyDBReaderDemo.ipynb
- ./examples/data_connectors/ChromaDemo.ipynb
+ - ./examples/data_connectors/CloudSQLPgReaderDemo.ipynb
- ./examples/data_connectors/DashvectorReaderDemo.ipynb
- ./examples/data_connectors/DatabaseReaderDemo.ipynb
- ./examples/data_connectors/DeepLakeReader.ipynb
@@ -221,7 +223,9 @@ nav:
- Discover LlamaIndex:
- ./examples/discover_llamaindex/document_management/Discord_Thread_Management.ipynb
- Docstores:
+ - ./examples/docstore/AlloyDBDocstoreDemo.ipynb
- ./examples/docstore/AzureDocstoreDemo.ipynb
+ - ./examples/docstore/CloudSQLPgDocstoreDemo.ipynb
- ./examples/docstore/DocstoreDemo.ipynb
- ./examples/docstore/DynamoDBDocstoreDemo.ipynb
- ./examples/docstore/FirestoreDemo.ipynb
@@ -277,6 +281,7 @@ nav:
- ./examples/embeddings/voyageai.ipynb
- ./examples/embeddings/yandexgpt.ipynb
- Evaluation:
+ - ./examples/evaluation/AIMon.ipynb
- ./examples/evaluation/BeirEvaluation.ipynb
- ./examples/evaluation/Deepeval.ipynb
- ./examples/evaluation/HotpotQADistractor.ipynb
@@ -616,6 +621,7 @@ nav:
- Vector Stores:
- ./examples/vector_stores/AWSDocDBDemo.ipynb
- ./examples/vector_stores/AlibabaCloudOpenSearchIndexDemo.ipynb
+ - ./examples/vector_stores/AlloyDBVectorStoreDemo.ipynb
- ./examples/vector_stores/AmazonNeptuneVectorDemo.ipynb
- ./examples/vector_stores/AnalyticDBDemo.ipynb
- ./examples/vector_stores/AstraDBIndexDemo.ipynb
@@ -631,6 +637,7 @@ nav:
- ./examples/vector_stores/ChromaFireworksNomic.ipynb
- ./examples/vector_stores/ChromaIndexDemo.ipynb
- ./examples/vector_stores/ClickHouseIndexDemo.ipynb
+ - ./examples/vector_stores/CloudSQLPgVectorStoreDemo.ipynb
- ./examples/vector_stores/CouchbaseVectorStoreDemo.ipynb
- ./examples/vector_stores/DashvectorIndexDemo.ipynb
- ./examples/vector_stores/DatabricksVectorSearchDemo.ipynb
@@ -1397,6 +1404,7 @@ nav:
- ./api_reference/readers/metal.md
- ./api_reference/readers/microsoft_onedrive.md
- ./api_reference/readers/microsoft_outlook.md
+ - ./api_reference/readers/microsoft_outlook_emails.md
- ./api_reference/readers/microsoft_sharepoint.md
- ./api_reference/readers/milvus.md
- ./api_reference/readers/minio.md
@@ -1664,6 +1672,7 @@ nav:
- ./api_reference/tools/jira.md
- ./api_reference/tools/linkup_research.md
- ./api_reference/tools/load_and_search.md
+ - ./api_reference/tools/mcp.md
- ./api_reference/tools/metaphor.md
- ./api_reference/tools/multion.md
- ./api_reference/tools/neo4j.md
@@ -2364,6 +2373,8 @@ plugins:
- ../llama-index-integrations/tools/llama-index-tools-playwright
- ../llama-index-integrations/readers/llama-index-readers-whisper
- ../llama-index-integrations/llms/llama-index-llms-openvino-genai
+ - ../llama-index-integrations/tools/llama-index-tools-mcp
+ - ../llama-index-integrations/readers/llama-index-readers-microsoft-outlook-emails
- redirects:
redirect_maps:
./api/llama_index.vector_stores.MongoDBAtlasVectorSearch.html: api_reference/storage/vector_store/mongodb.md
diff --git a/llama-index-core/llama_index/core/__init__.py b/llama-index-core/llama_index/core/__init__.py
index 3cf266cba6f2073f0cc934fee903422146f2bcf2..50eb56d14b6c71b37ba36d8b7f833267f395f885 100644
--- a/llama-index-core/llama_index/core/__init__.py
+++ b/llama-index-core/llama_index/core/__init__.py
@@ -1,6 +1,6 @@
"""Init file of LlamaIndex."""
-__version__ = "0.12.17"
+__version__ = "0.12.18"
import logging
from logging import NullHandler
diff --git a/llama-index-core/poetry.lock b/llama-index-core/poetry.lock
index 26a4f50842152acf9f18b8c4a10c4a9f86b1a058..b896efa77a783831717805d9c91f8279beb72d18 100644
--- a/llama-index-core/poetry.lock
+++ b/llama-index-core/poetry.lock
@@ -3197,13 +3197,13 @@ files = [
[[package]]
name = "openai"
-version = "1.61.1"
+version = "1.63.0"
description = "The official Python library for the openai API"
optional = false
python-versions = ">=3.8"
files = [
- {file = "openai-1.61.1-py3-none-any.whl", hash = "sha256:72b0826240ce26026ac2cd17951691f046e5be82ad122d20a8e1b30ca18bd11e"},
- {file = "openai-1.61.1.tar.gz", hash = "sha256:ce1851507218209961f89f3520e06726c0aa7d0512386f0f977e3ac3e4f2472e"},
+ {file = "openai-1.63.0-py3-none-any.whl", hash = "sha256:a664dfc78f0a05ca46c3e21f344f840cf6bf7174f13cfa9de214ed28bfca1dda"},
+ {file = "openai-1.63.0.tar.gz", hash = "sha256:597d7a1b35b113e5a09fcb953bdb1eef44f404a39985f3d7573b3ab09221fd66"},
]
[package.dependencies]
@@ -3648,32 +3648,25 @@ files = [
[[package]]
name = "psutil"
-version = "6.1.1"
-description = "Cross-platform lib for process and system monitoring in Python."
+version = "7.0.0"
+description = "Cross-platform lib for process and system monitoring in Python. NOTE: the syntax of this script MUST be kept compatible with Python 2.7."
optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+python-versions = ">=3.6"
files = [
- {file = "psutil-6.1.1-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:9ccc4316f24409159897799b83004cb1e24f9819b0dcf9c0b68bdcb6cefee6a8"},
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+ {file = "psutil-7.0.0-cp37-abi3-win32.whl", hash = "sha256:ba3fcef7523064a6c9da440fc4d6bd07da93ac726b5733c29027d7dc95b39d99"},
+ {file = "psutil-7.0.0-cp37-abi3-win_amd64.whl", hash = "sha256:4cf3d4eb1aa9b348dec30105c55cd9b7d4629285735a102beb4441e38db90553"},
+ {file = "psutil-7.0.0.tar.gz", hash = "sha256:7be9c3eba38beccb6495ea33afd982a44074b78f28c434a1f51cc07fd315c456"},
]
[package.extras]
-dev = ["abi3audit", "black", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest-cov", "requests", "rstcheck", "ruff", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "virtualenv", "vulture", "wheel"]
+dev = ["abi3audit", "black (==24.10.0)", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest", "pytest-cov", "pytest-xdist", "requests", "rstcheck", "ruff", "setuptools", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "virtualenv", "vulture", "wheel"]
test = ["pytest", "pytest-xdist", "setuptools"]
[[package]]
@@ -5198,41 +5191,42 @@ typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
[[package]]
name = "tiktoken"
-version = "0.8.0"
+version = "0.9.0"
description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
optional = false
python-versions = ">=3.9"
files = [
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[package.dependencies]
diff --git a/llama-index-core/pyproject.toml b/llama-index-core/pyproject.toml
index bbbf22da71165b8ee408df9d8af7b8f4527e1466..991fe6e6db3dd3f4dbb6e17583a3c674a61a7e8a 100644
--- a/llama-index-core/pyproject.toml
+++ b/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 = "0.12.17"
+version = "0.12.18"
[tool.poetry.dependencies]
SQLAlchemy = {extras = ["asyncio"], version = ">=1.4.49"}
diff --git a/llama-index-integrations/agent/llama-index-agent-openai/pyproject.toml b/llama-index-integrations/agent/llama-index-agent-openai/pyproject.toml
index 89c544faa6fe4852806d117eb6dd7a53b8bc4592..1f1f80e855c035e97b8daac01f0f4c43b5c3e95c 100644
--- a/llama-index-integrations/agent/llama-index-agent-openai/pyproject.toml
+++ b/llama-index-integrations/agent/llama-index-agent-openai/pyproject.toml
@@ -28,13 +28,13 @@ exclude = ["**/BUILD"]
license = "MIT"
name = "llama-index-agent-openai"
readme = "README.md"
-version = "0.4.5"
+version = "0.4.6"
[tool.poetry.dependencies]
python = ">=3.9,<4.0"
openai = ">=1.14.0"
llama-index-llms-openai = "^0.3.0"
-llama-index-core = "^0.12.11"
+llama-index-core = "^0.12.18"
[tool.poetry.group.dev.dependencies]
ipython = "8.10.0"
diff --git a/poetry.lock b/poetry.lock
index 07b75bd9522b13fffd598f8fea53b25274c94bd8..0205c7b6413da9b55bba44c35e8af1a2dcec42c1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,133 +1,5 @@
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-version = "2.4.6"
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-
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-]
-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-propcache = ">=0.2.0"
-
[[package]]
name = "zipp"
version = "3.21.0"
@@ -4866,4 +3894,4 @@ type = ["pytest-mypy"]
[metadata]
lock-version = "2.0"
python-versions = ">=3.9,<4.0"
-content-hash = "b95c211fcd79a6bce154a3e9d1355aa26530b3a9f7db172a5be255014726e790"
+content-hash = "2d79098b8a6419dc9cd630796d56980295d94c269897b077b2b70e40943b0ed5"
diff --git a/pyproject.toml b/pyproject.toml
index 2de704b6c925da4de76f23666e9db5c38b274511..22da3193dba1a7c641d9e943361c005f208eb6a3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -45,7 +45,7 @@ name = "llama-index"
packages = [{from = "_llama-index", include = "llama_index"}]
readme = "README.md"
repository = "https://github.com/run-llama/llama_index"
-version = "0.12.17"
+version = "0.12.18"
[tool.poetry.dependencies]
python = ">=3.9,<4.0"
@@ -57,7 +57,7 @@ llama-index-agent-openai = "^0.4.0"
llama-index-readers-file = "^0.4.0"
llama-index-readers-llama-parse = ">=0.4.0"
llama-index-indices-managed-llama-cloud = ">=0.4.0"
-llama-index-core = "^0.12.17"
+llama-index-core = "^0.12.18"
llama-index-multi-modal-llms-openai = "^0.4.0"
llama-index-cli = "^0.4.0"
nltk = ">3.8.1" # avoids a CVE, temp until next release, should be in llama-index-core