Merge branch 'main' into dependabot/npm_and_yarn/ai/gen-ai-agents/Document-Understanding-MCP-AI-Agent/files/next-15.5.2

Author: AlexanderHodicke

ai/README.md

@@ -1,23 +1,26 @@
-# AI Services
+# OCI Generative AI and AI Services
 
-Oracle Cloud Infrastructure (OCI) AI Services, Generative AI Services and Generative AI Agents are a collection of services with prebuilt machine learning and Generative AI models that make it easy for developers to apply AI to applications and business processes. The models can be custom-trained (or fine-tuned) for more accurate business results. Teams within an organization can reuse the models, datasets, and data labels across services. OCI AI makes it possible for developers to easily add AI to applications without slowing down application development.
+Oracle Cloud Infrastructure (OCI) [Generative AI Service](https://docs.oracle.com/en-us/iaas/Content/generative-ai/overview.htm), [Generative AI Agents](https://docs.oracle.com/en-us/iaas/Content/generative-ai-agents/overview.htm) and [AI Services](https://www.oracle.com/uk/artificial-intelligence/ai-services/) are a collection of services with prebuilt machine learning and Generative AI models that make it easy for developers to apply AI to applications and business processes. The models can be custom-trained (or fine-tuned) for more accurate business results. Teams within an organization can reuse the models, datasets, and data labels across services. OCI AI makes it possible for developers to easily add AI to applications without slowing down application development.
 
-Reviewed: 03.06.2025
+Reviewed: 21.08.2025
 
 
 # Useful Links
 
 ## Examples and hands-on workshops
 - [AI Solutions Hub](https://www.oracle.com/artificial-intelligence/solutions/)
 - [Oracle LiveLabs](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/home)
+- [This repository](https://github.com/oracle-devrel/technology-engineering/tree/main/ai) and [Oracle-samples repository](https://github.com/oracle-samples/oci-data-science-ai-samples)
+- [Oracle Developer Coaching channel on Youtube](https://www.youtube.com/@oracledevs)
 
 ## Discover Oracle AI
-- [Oracle AI Services on Oracle.com](https://www.oracle.com/artificial-intelligence/ai-services/)
+- [Oracle AI on Oracle.com](https://www.oracle.com/artificial-intelligence/)
 - [Oracle Generative AI on Oracle.com](https://www.oracle.com/artificial-intelligence/generative-ai/generative-ai-service/)
-- [Oracle AI Strategy and Platform webinar](https://go.oracle.com/LP=138234?elqCampaignId=489428&src1=:so:ch:or:dg::::&SC=:so:ch:or:dg::::&pcode=WWMK230822P00010)
+- [Oracle AI First Principles - Youtube series](https://www.youtube.com/watch?v=ZCX-gT1q0ZQ)
 - [Oracle’s Generative AI strategy](https://blogs.oracle.com/ai-and-datascience/post/generative-ai-strategy)
-- [AI use cases - 10 examples](https://www.oracle.com/a/ocom/docs/gated/ai-use-cases-ebook.pdf)
-- [Availability of AI Services across OCI datacenters](https://www.oracle.com/uk/cloud/public-cloud-regions/service-availability/#commercial)
+- [Oracle AI & Data Science Blog](https://blogs.oracle.com/ai-and-datascience/)
+- [AI use cases - 11 examples](https://www.oracle.com/a/ocom/docs/gated/ai-use-cases-ebook.pdf)
+- [Availability of AI Services across OCI datacenters](https://www.oracle.com/cloud/distributed-cloud/#service-availability)
 
 ## Learning paths and certifications
 - [OCI AI Foundations Certification](https://mylearn.oracle.com/ou/learning-path/become-an-oci-ai-foundations-associate-2024/140164)

ai/gen-ai-agents/assistant-secretary-agent/files/local_requirements.txt

@@ -94,7 +94,7 @@ traitlets==5.14.3
 typing-inspect==0.9.0
 typing_extensions==4.12.2
 tzdata==2024.2
-urllib3==2.3.0
+urllib3==2.5.0
 wcwidth==0.2.13
 yarl==1.18.0
 zstandard==0.23.0

ai/gen-ai-agents/custom_rag_agent/requirements.txt

@@ -141,7 +141,7 @@ platformdirs==4.3.6
 prometheus_client==0.21.1
 prompt_toolkit==3.0.50
 propcache==0.3.0
-protobuf==5.29.3
+protobuf==5.29.5
 psutil==7.0.0
 ptyprocess==0.7.0
 pure_eval==0.2.3
@@ -191,7 +191,7 @@ soupsieve==2.6
 SQLAlchemy==2.0.38
 sse-starlette==2.3.6
 stack-data==0.6.3
-starlette==0.46.2
+starlette==0.47.2
 streamlit==1.43.0
 sympy==1.14.0
 tabulate==0.9.0
@@ -201,7 +201,7 @@ tinycss2==1.4.0
 tokenize_rt==6.1.0
 toml==0.10.2
 tomlkit==0.13.2
-tornado==6.4.2
+tornado==6.5
 tqdm==4.67.1
 traitlets==5.14.3
 txt2tags==3.9

ai/gen-ai-agents/oci_adk_projects/adk-weather-tool/requirements.txt

@@ -1,5 +1,5 @@
 fastapi==0.111.0
 uvicorn==0.29.0
-requests==2.31.0
+requests==2.32.4
 python-dotenv==1.0.1
 oci==2.114.1

ai/generative-ai-service/hr-goal-alignment/files/requirements.txt

@@ -106,7 +106,7 @@ typing-inspection==0.4.0
 tzdata==2025.2
 unstructured==0.17.2
 unstructured-client==0.34.0
-urllib3==2.3.0
+urllib3==2.5.0
 webencodings==0.5.1
 wrapt==1.17.2
 xlrd==2.0.1

cloud-infrastructure/ai-infra-gpu/ai-infrastructure/rag-langchain-vllm-mistral/files/requirements.txt

@@ -170,7 +170,7 @@ pydantic-settings==2.8.1
 pydantic_core==2.33.1
 pyee==12.1.1
 Pygments @ file:///croot/pygments_1684279966437/work
-pypdf==5.4.0
+pypdf==6.0.0
 PySocks==1.7.1
 python-dateutil==2.9.0.post0
 python-dotenv==1.1.0
@@ -218,7 +218,7 @@ torchaudio==2.6.0
 torchvision==0.21.0
 tqdm==4.67.1
 traitlets @ file:///croot/traitlets_1718227057033/work
-transformers==4.52.1
+transformers==4.53.0
 trio==0.29.0
 trio-websocket==0.12.2
 triton==3.2.0
@@ -230,7 +230,7 @@ tzdata==2025.2
 urllib3==2.3.0
 uvicorn==0.34.0
 uvloop==0.21.0
-vllm==0.9.0
+vllm==0.10.1.1
 watchfiles==1.0.5
 wcwidth @ file:///Users/ktietz/demo/mc3/conda-bld/wcwidth_1629357192024/work
 websocket-client==1.8.0