Application Integration Roadmap: The Future Ahead (March 19-20) - Global Sessions
Hi AI/ML Community, I'm excited to invite you to our Application Integration Roadmap: The Future Ahead session...
AI/ML
Have questions around Artificial Intelligence or Machine Learning? This is the place to ask questions about all things AI and ML, including products like AutoML, Vertex AI, AI Infrastructure, and more.
Forum Posts
Question Regarding API Usage for Gemini Integration
Hello,I would like to ask if our company wants to integrate Gemini with every device we sell, should we apply ...
Dialogflow CX: I'm struggling to connect Google Drive to my data stores
I'm trying to use Google Drive as a datastore in my Dialogflow CX chatbot, but I'm completely lost. I can't se...
Collect user information at the beginning in Dialogflow CX
Hello,I am currently using the Dialogflow CX messenger application to meet my requirements. However, I need to...
different output with API vs Demo?
hi, i'm trying to send an image for the object detection and i have different output versus the demo page. bas...
Ray Operator on K8 with AutoPilot mode not creating any pods
RayCluster, RayJob, and RayService are not created
Agent Builder is intermittently unresponsive when publish agents.
I have successfully developed an agent that connects to an unstructured datastore. However, upon deploying it ...
Using local package to deploy remote reasoning engine
I am trying to deploy a langchain app to vertex ai. My local directory structure isapp- aicore- tools -- tool....
"Getting Started with Google Cloud for AI-Powered Applications: Best Practices and Tips for Beginner
Getting Started with AI/ML on Google Cloud: Guidance for BeginnersHello everyone,I’m Sowmiya R, a 3rd-year ECE...
Trouble using a structured documents data store with a Conversational Agent
I am trying to build a Conversational Agent capable of answering questions about cyber security and financial ...
buttons in dialog flow cx
How can we align 2 buttons side by side dialog flow cx horizontally? { "richContent": [ [ { "type": "button", ...
Cloud function calling in playbook tool
Hi All,Is it possible to call gcp cloud function in playbook tool? Could you please provide some sample steps ...
External function in Kubeflow Component.
How to call an external python function inside a kubeflow component and run the VertexAI Pipeline job?
Dialogflow CX | How to set up a greeting when end user opens chat.
Hi!I followed a codelab that provided instructions on how to set up a chatbot in in Dialogflow CX. the chatbot...
Vertex edit_image failing with "Responsible AI practices" error message
I'm trying to use Vertex AI in python to edit a base image to place it on some AI-generated backgrounds. The p...
What’s the difference between AI in mobile phones and regular smart Android features?
I’ve been hearing a lot about AI in mobile phones lately, and I’m kind of confused about how it’s different fr...
Why do Gemini models perform different on the web vs via API
am using the free plan of Gemini on its web app to search for apple's latest stock price. The free plan uses G...
How to call webhook function from playbook inside Dialogflow
Hi All,Requirement:I have created a playbook with instructions like:User Input: Enter usernameChatbot: Validat...
"Function not found: ML.GENERATE_TEXT" - Unable to use ML.GENERATE_TEXT in BigQuery
Hello Google Cloud Community,I am trying to use the ML.GENERATE_TEXT function in BigQuery to classify search q...
Terminate session button
Hi,I use Google Dialogflow CXI want to create a terminate session button.How can I do it?Thanks
Preventing Abuse and Optimizing Costs in Dialogflow CX
I’m implementing a customer service chatbot using Dialogflow CX. While I’m excited about the possibilities, I’...
Confusion Regarding Google AI Studio API Pricing
Hi Team,I am very confused about calculating pricing of the gemini API using AI Studio.The pricing stated is :...
How to set session timeout to 30 seconds
Hi,I use Google Dialogflow CX.If there is no user activity in 30 seconds I want to terminate chatbot session.T...
how to convert spl file to pdf or in jpg or in png format
hey,so my question is how to convert a .spl file which is in binary formatted to a .pdf file or in .jpg, jpeg,...
Integrate Gemini 2.0 Live Api with Phone Provider (Vonage, Twilio, etc)
Hey All,I've been trying to experiment with the Gemini 2.0 Live Api connecting to a phone line, and I'm sort o...
Vertex Batch Prediction infrequently leaves jobs in running state for 3+ days
Hello,I've been pretty routinely sending jobs to the batch prediction API and a small percentage of the jobs w...
Mistral quota exceeded
I'm using the Google Vertex Java SDK to try to access mistral-large-2411. For Gemini models this works OK, but...
No logs for DocumentAI
I've run some batch operations on Document AI processors, but I cannot find any logs of them. In logs explorer...
Build a LLM powered app with your csv Visualize your data with langchain & streamlit
LangChain’s power lies in its six key modules:Model I/O: Facilitates the interface of model input (prompts) wi...
Advice for relevant search & vertex ai search for retail
I have been working on vertex ai search for retail for large retail services. I really need an expert' advice....
Dynamic Telephony Transfer
Hey there,I'm trying to transfer calls to a phone number that changes dynamically. I'm getting this number fro...
Articles from Product Experts and Googlers
A developer's guide for building with Anthropic’s Claude 4 models on Vertex AI
We recently announced the general availability of two new models from the latest generation of Anthropic’s Claude model family on Vertex AI: Claude Opus 4 and Claude Sonnet 4. In this blog, we’ll guide you through building with the new Claude 4 models on Vertex AI.
Introducing DeepSeek R1 Model-as-a-service on Vertex AI Model Garden
Deploying Deepseek-R1-0528, a 671B parameters model, typically necessitates at least 8x H200 GPUs for a single API request. Such extensive resources are not accessible to everyone.To make Deepseek R1 more accessible to developers, we're excited to announce that DeepSeek R1 is now available as a fully managed API on Vertex AI in Preview.
Untangle the API maze with Apigee API Hub
Mirror mirror on the wall, What do I do with my API sprawl, Where can I see them all, How to make sure they listen to my call, And to ensure their compliance doesn’t fall. API Hub is the one to rule them all!
