diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8ffa502582604..53bb5f470b276 100644
--- a/CHANGELOG.md
+++ b/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)
diff --git a/docs/docs/CHANGELOG.md b/docs/docs/CHANGELOG.md
index 8ffa502582604..792f06c8a6367 100644
--- a/docs/docs/CHANGELOG.md
+++ b/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)
diff --git a/docs/docs/api_reference/tools/scrapegraph.md b/docs/docs/api_reference/tools/scrapegraph.md
new file mode 100644
index 0000000000000..8cca961a5502b
--- /dev/null
+++ b/docs/docs/api_reference/tools/scrapegraph.md
@@ -0,0 +1,4 @@
+::: llama_index.tools.scrapegraph
+    options:
+      members:
+        - ScrapegraphToolSpec
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index c34877e952aa2..01307c0862fbb 100644
--- a/docs/mkdocs.yml
+++ b/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
diff --git a/llama-index-core/llama_index/core/__init__.py b/llama-index-core/llama_index/core/__init__.py
index dbf98b1a2b8ef..d9b1df7e718e5 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__ = "0.12.5"
+__version__ = "0.12.6"
 
 import logging
 from logging import NullHandler
diff --git a/llama-index-core/pyproject.toml b/llama-index-core/pyproject.toml
index 13cf7ef93b6fb..bea2c3679bc0c 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 = "0.12.5"
+version = "0.12.6"
 
 [tool.poetry.dependencies]
 SQLAlchemy = {extras = ["asyncio"], version = ">=1.4.49"}
diff --git a/llama-index-integrations/vector_stores/llama-index-vector-stores-nile/pyproject.toml b/llama-index-integrations/vector_stores/llama-index-vector-stores-nile/pyproject.toml
index 7d03f26100db1..c97d58c8c0dd5 100644
--- a/llama-index-integrations/vector_stores/llama-index-vector-stores-nile/pyproject.toml
+++ b/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]
diff --git a/llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/pyproject.toml b/llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/pyproject.toml
index 3b3c1d9922893..86ffd5af4aa9d 100644
--- a/llama-index-integrations/vector_stores/llama-index-vector-stores-postgres/pyproject.toml
+++ b/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"]
diff --git a/llama-index-integrations/vector_stores/llama-index-vector-stores-qdrant/pyproject.toml b/llama-index-integrations/vector_stores/llama-index-vector-stores-qdrant/pyproject.toml
index edbef55571db3..3a1c012c8f8fb 100644
--- a/llama-index-integrations/vector_stores/llama-index-vector-stores-qdrant/pyproject.toml
+++ b/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"]
diff --git a/poetry.lock b/poetry.lock
index 03a9ab55b6ef3..3ba1832f8d7ae 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -111,13 +111,13 @@ speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
-version = "1.3.1"
+version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
-    {file = "aiosignal-1.3.1-py3-none-any.whl", hash = "sha256:f8376fb07dd1e86a584e4fcdec80b36b7f81aac666ebc724e2c090300dd83b17"},
-    {file = "aiosignal-1.3.1.tar.gz", hash = "sha256:54cd96e15e1649b75d6c87526a6ff0b6c1b0dd3459f43d9ca11d48c339b68cfc"},
+    {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
+    {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
 ]
 
 [package.dependencies]
@@ -214,19 +214,19 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "24.2.0"
+version = "24.3.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
-    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
+    {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"},
+    {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"},
 ]
 
 [package.extras]
 benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
@@ -333,13 +333,13 @@ css = ["tinycss2 (>=1.1.0,<1.5)"]
 
 [[package]]
 name = "certifi"
-version = "2024.8.30"
+version = "2024.12.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
-    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
+    {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
+    {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
 ]
 
 [[package]]
@@ -674,37 +674,37 @@ typing-inspect = ">=0.4.0,<1"
 
 [[package]]
 name = "debugpy"
-version = "1.8.9"
+version = "1.8.11"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "debugpy-1.8.9-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:cfe1e6c6ad7178265f74981edf1154ffce97b69005212fbc90ca22ddfe3d017e"},
-    {file = "debugpy-1.8.9-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ada7fb65102a4d2c9ab62e8908e9e9f12aed9d76ef44880367bc9308ebe49a0f"},
-    {file = "debugpy-1.8.9-cp310-cp310-win32.whl", hash = "sha256:c36856343cbaa448171cba62a721531e10e7ffb0abff838004701454149bc037"},
-    {file = "debugpy-1.8.9-cp310-cp310-win_amd64.whl", hash = "sha256:17c5e0297678442511cf00a745c9709e928ea4ca263d764e90d233208889a19e"},
-    {file = "debugpy-1.8.9-cp311-cp311-macosx_14_0_universal2.whl", hash = "sha256:b74a49753e21e33e7cf030883a92fa607bddc4ede1aa4145172debc637780040"},
-    {file = "debugpy-1.8.9-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:62d22dacdb0e296966d7d74a7141aaab4bec123fa43d1a35ddcb39bf9fd29d70"},
-    {file = "debugpy-1.8.9-cp311-cp311-win32.whl", hash = "sha256:8138efff315cd09b8dcd14226a21afda4ca582284bf4215126d87342bba1cc66"},
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+    {file = "debugpy-1.8.11.tar.gz", hash = "sha256:6ad2688b69235c43b020e04fecccdf6a96c8943ca9c2fb340b8adc103c655e57"},
 ]
 
 [[package]]
@@ -1559,13 +1559,13 @@ files = [
 
 [[package]]
 name = "jupytext"
-version = "1.16.4"
+version = "1.16.6"
 description = "Jupyter notebooks as Markdown documents, Julia, Python or R scripts"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupytext-1.16.4-py3-none-any.whl", hash = "sha256:76989d2690e65667ea6fb411d8056abe7cd0437c07bd774660b83d62acf9490a"},
-    {file = "jupytext-1.16.4.tar.gz", hash = "sha256:28e33f46f2ce7a41fb9d677a4a2c95327285579b64ca104437c4b9eb1e4174e9"},
+    {file = "jupytext-1.16.6-py3-none-any.whl", hash = "sha256:900132031f73fee15a1c9ebd862e05eb5f51e1ad6ab3a2c6fdd97ce2f9c913b4"},
+    {file = "jupytext-1.16.6.tar.gz", hash = "sha256:dbd03f9263c34b737003f388fc069e9030834fb7136879c4c32c32473557baa0"},
 ]
 
 [package.dependencies]
@@ -1577,11 +1577,11 @@ pyyaml = "*"
 tomli = {version = "*", markers = "python_version < \"3.11\""}
 
 [package.extras]
-dev = ["autopep8", "black", "flake8", "gitpython", "ipykernel", "isort", "jupyter-fs (>=1.0)", "jupyter-server (!=2.11)", "nbconvert", "pre-commit", "pytest", "pytest-cov (>=2.6.1)", "pytest-randomly", "pytest-xdist", "sphinx-gallery (<0.8)"]
+dev = ["autopep8", "black", "flake8", "gitpython", "ipykernel", "isort", "jupyter-fs (>=1.0)", "jupyter-server (!=2.11)", "nbconvert", "pre-commit", "pytest", "pytest-cov (>=2.6.1)", "pytest-randomly", "pytest-xdist", "sphinx (<8)", "sphinx-gallery (<0.8)"]
 docs = ["myst-parser", "sphinx", "sphinx-copybutton", "sphinx-rtd-theme"]
 test = ["pytest", "pytest-randomly", "pytest-xdist"]
 test-cov = ["ipykernel", "jupyter-server (!=2.11)", "nbconvert", "pytest", "pytest-cov (>=2.6.1)", "pytest-randomly", "pytest-xdist"]
-test-external = ["autopep8", "black", "flake8", "gitpython", "ipykernel", "isort", "jupyter-fs (>=1.0)", "jupyter-server (!=2.11)", "nbconvert", "pre-commit", "pytest", "pytest-randomly", "pytest-xdist", "sphinx-gallery (<0.8)"]
+test-external = ["autopep8", "black", "flake8", "gitpython", "ipykernel", "isort", "jupyter-fs (>=1.0)", "jupyter-server (!=2.11)", "nbconvert", "pre-commit", "pytest", "pytest-randomly", "pytest-xdist", "sphinx (<8)", "sphinx-gallery (<0.8)"]
 test-functional = ["pytest", "pytest-randomly", "pytest-xdist"]
 test-integration = ["ipykernel", "jupyter-server (!=2.11)", "nbconvert", "pytest", "pytest-randomly", "pytest-xdist"]
 test-ui = ["calysto-bash"]
@@ -1681,13 +1681,13 @@ llama-index-llms-openai = ">=0.3.0,<0.4.0"
 
 [[package]]
 name = "llama-index-core"
-version = "0.12.5"
+version = "0.12.6"
 description = "Interface between LLMs and your data"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "llama_index_core-0.12.5-py3-none-any.whl", hash = "sha256:1fe6dd39b2dc5a945b4702d780a2f5962a553e187524a255429461dc92a664db"},
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+    {file = "llama_index_core-0.12.6-py3-none-any.whl", hash = "sha256:31d72b61c9f582bb879bf110e09a97b0106acdee155ce92cbbeed4df74ce0b8c"},
+    {file = "llama_index_core-0.12.6.tar.gz", hash = "sha256:fb380db6472d1d5e25297676b4e82a7644890fcc4d264ab10ac12490ebf359d4"},
 ]
 
 [package.dependencies]
@@ -1747,13 +1747,13 @@ llama-index-core = ">=0.12.0,<0.13.0"
 
 [[package]]
 name = "llama-index-llms-openai"
-version = "0.3.4"
+version = "0.3.10"
 description = "llama-index llms openai integration"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
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-    {file = "llama_index_llms_openai-0.3.4.tar.gz", hash = "sha256:e0fd6faf43e4bcaf99ebbff1633eb6a51c9727698605118d81f0bf7881098a00"},
+    {file = "llama_index_llms_openai-0.3.10-py3-none-any.whl", hash = "sha256:ceb344f4a1424970096652135d9c2663a50fa53eb6d24d146c7f989d8c098e2e"},
+    {file = "llama_index_llms_openai-0.3.10.tar.gz", hash = "sha256:fda3345aa4ba41b25d92817ee8a5699931e79c7c879243f172d6e0e6cbc5c5b3"},
 ]
 
 [package.dependencies]
@@ -2166,13 +2166,13 @@ pygments = ">2.12.0"
 
 [[package]]
 name = "mkdocs-material"
-version = "9.5.48"
+version = "9.5.49"
 description = "Documentation that simply works"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mkdocs_material-9.5.48-py3-none-any.whl", hash = "sha256:b695c998f4b939ce748adbc0d3bff73fa886a670ece948cf27818fa115dc16f8"},
-    {file = "mkdocs_material-9.5.48.tar.gz", hash = "sha256:a582531e8b34f4c7ed38c29d5c44763053832cf2a32f7409567e0c74749a47db"},
+    {file = "mkdocs_material-9.5.49-py3-none-any.whl", hash = "sha256:c3c2d8176b18198435d3a3e119011922f3e11424074645c24019c2dcf08a360e"},
+    {file = "mkdocs_material-9.5.49.tar.gz", hash = "sha256:3671bb282b4f53a1c72e08adbe04d2481a98f85fed392530051f80ff94a9621d"},
 ]
 
 [package.dependencies]
@@ -2627,13 +2627,13 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.57.2"
+version = "1.58.1"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "openai-1.57.2-py3-none-any.whl", hash = "sha256:f7326283c156fdee875746e7e54d36959fb198eadc683952ee05e3302fbd638d"},
-    {file = "openai-1.57.2.tar.gz", hash = "sha256:5f49fd0f38e9f2131cda7deb45dafdd1aee4f52a637e190ce0ecf40147ce8cee"},
+    {file = "openai-1.58.1-py3-none-any.whl", hash = "sha256:e2910b1170a6b7f88ef491ac3a42c387f08bd3db533411f7ee391d166571d63c"},
+    {file = "openai-1.58.1.tar.gz", hash = "sha256:f5a035fd01e141fc743f4b0e02c41ca49be8fab0866d3b67f5f29b4f4d3c0973"},
 ]
 
 [package.dependencies]
@@ -2648,6 +2648,7 @@ typing-extensions = ">=4.11,<5"
 
 [package.extras]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
+realtime = ["websockets (>=13,<15)"]
 
 [[package]]
 name = "packaging"
@@ -3363,20 +3364,20 @@ dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments
 
 [[package]]
 name = "pytest-asyncio"
-version = "0.24.0"
+version = "0.25.0"
 description = "Pytest support for asyncio"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "pytest_asyncio-0.24.0-py3-none-any.whl", hash = "sha256:a811296ed596b69bf0b6f3dc40f83bcaf341b155a269052d82efa2b25ac7037b"},
-    {file = "pytest_asyncio-0.24.0.tar.gz", hash = "sha256:d081d828e576d85f875399194281e92bf8a68d60d72d1a2faf2feddb6c46b276"},
+    {file = "pytest_asyncio-0.25.0-py3-none-any.whl", hash = "sha256:db5432d18eac6b7e28b46dcd9b69921b55c3b1086e85febfe04e70b18d9e81b3"},
+    {file = "pytest_asyncio-0.25.0.tar.gz", hash = "sha256:8c0610303c9e0442a5db8604505fc0f545456ba1528824842b37b4a626cbf609"},
 ]
 
 [package.dependencies]
 pytest = ">=8.2,<9"
 
 [package.extras]
-docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1.0)"]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
 testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
 [[package]]
@@ -4110,7 +4111,6 @@ files = [
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     {file = "tiktoken-0.8.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:d622d8011e6d6f239297efa42a2657043aaed06c4f68833550cac9e9bc723ef1"},
     {file = "tiktoken-0.8.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2efaf6199717b4485031b4d6edb94075e4d79177a172f38dd934d911b588d54a"},
-    {file = "tiktoken-0.8.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5637e425ce1fc49cf716d88df3092048359a4b3bbb7da762840426e937ada06d"},
     {file = "tiktoken-0.8.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9fb0e352d1dbe15aba082883058b3cce9e48d33101bdaac1eccf66424feb5b47"},
     {file = "tiktoken-0.8.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:56edfefe896c8f10aba372ab5706b9e3558e78db39dd497c940b47bf228bc419"},
     {file = "tiktoken-0.8.0-cp311-cp311-win_amd64.whl", hash = "sha256:326624128590def898775b722ccc327e90b073714227175ea8febbc920ac0a99"},
@@ -4827,4 +4827,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<4.0"
-content-hash = "f2d124721dcc72672b852b8ddff07b00f876df27758c64205e5d9ccd87ccd484"
+content-hash = "ea0986450834a66f9deca7907e09a071322ab7f608cdea83c5d8af9ad78bd55f"
diff --git a/pyproject.toml b/pyproject.toml
index f39e3e8fbe085..27aff3fec993a 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 = "0.12.5"
+version = "0.12.6"
 
 [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 = "^0.12.5"
+llama-index-core = "^0.12.6"
 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