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
Gemini 1.5 Pro 002 overloaded?
Recently switched my application from using Gemini 1.0 Pro to Gemini 1.5 Pro 002 last week, but today we're ge...
RAG | Vector Search | Vertex AI Search | Grounding
My Usecase: Uploading 500GB of documents(structured and unstructured) in a vectordb/datastore.Able to query on...
Tchating witch gemini by Gmail
Hi,I'm a beginer in AI and developpement so :Is it possible to run the Gemini Api on a email, for talking with...
Wrong input token count for image prompt in gemini-flash-2.0 API
As per this doc, the image in the prompt to gemini API is counted as a fixed 258 tokens. I verified that the s...
Document AI: Human-in-the-loop deprecation
We've been using HITL for our operations by manually triggering the `humanReviewConfig` endpoint when certain ...
Vertex AI Agent Builder Query
I'm creating and integrating a chatbot into my React app by creating a conversational agent in vertex AI agent...
Gemini API is always overloaded
Hello there,I am working on a project using the gemini API quiet frequently. When I run my workflow where I us...
Error: Project '...' is not allowed to use Publisher Model
My users were able to use Gemini 2.0 Flash Thinking Exp 01-21 yesterday, so I informed my users that the updat...
Problem of Multiprocess in Component of Vertex AI
Hello community,I'm trying to parralelize my code in my component Vertex.For this, i used some librairies like...
Gemini 2.0 with GoogleSearch and CodeExecution
Hi there,In the past I have used the OpenAI Assistants API, but I want to give Gemini a try.So I tried this ba...
Playbook chatbot to external webpage
Hi All,I've developed a chatbot playbook with integrated tools and it's currently functioning as expected. Now...
Gemini Service Error: "Model Overloaded"
Dear Gemini TeamI am writing to report an error that has occurred in our service following the update to Gemin...
Vertex AI Search: set spellCorrectionSpec for searchLite REST
I'm working on migrating from a Custom Site Search to Vertex AI Search using the REST API for seachLite using ...
Restrict Data to users in Agent Builder or Generative AI
Hi,I'm working on a bot that retrieves data from BigQuery tables and documents. I need to implement role-based...
Passing parameter form playbook to flow to playbook
Hello everyone,As you know, with the conversational agent, we cannot create a loop or recursion, which is a pr...
Issue with Quoted CSV Fields in Vertex AI Model Monitoring
Hi all,I've set up Model Monitoring for my Vertex AI batch predictions, using a CSV file on GCS as the trainin...
Vertex AI Extension via Java
Hey all!I'm building an Agent, and I'm trying to make it use a custom tool (Extension) that I created, it seem...
filtering by metadata in Vector Search, what is doing first?
I have a question which's crucial for time inference and efficiency in my company.We're using Vector Search an...
Using BigQuery Embeddings in a RAG Architecture
Hi everyone,I am working on building a Q&A system using the Gemini model in a RAG (Retrieval-Augmented Generat...
The difference / relationship between "gemini-2.0-flash-exp" and "gemini-2.0-flash"
Congratulations on Gemini 2.0 is now available to everyone!Our production is relying on gemini-2.0-flash-exp, ...
Dialogflow CX - data store - how to filter data for a specific user
Hi, I have created a chat app in Agent Builder, and I have successfully integrated it with slack and a web fro...
Concnnect Drive with Document AI
How can I connect Google Drive to Document AI to extract information from invoices (like invoice number, amoun...
Google Speech-to-Text V2: Session Cancelled Due to Inactivity - Documentation Needed
If I send no data to a Google Speech-to-Text (V2) session for 10 seconds, it throws the following error:Error ...
How to create datastore only from website xml file
Issue: From our search console, it is re-crawling too often and crawling information outside the listed crawle...
Make a Required Parameter for "sys.date" Accept "any no response" and proceed with the next paramete
Hi Team, I have got in an situation that Im not sure how to solve.The Agent starts asking 1- "Could you please...
DialogflowCX Playbooks: Instructions best practice/error
Issue: I have instructions in my playbook:Greet the customer:- Say a welcoming message to the new customer.- T...
**Conversational Agents Flow - Route on form page only matches if second parameter is repeated?**
Hi,For a career advice chatbot use-case I have a standard flow in the Conversational Agents (Dialogflow CX) pr...
How to make table responsive and set it to overflow in dialogflow
I am receiving an HTML table as a response from the DF Messenger, but I am unable to set white-space as nowrap...
QueryParameters `sessionTtl` does not override default 30 minute session
https://cloud.google.com/dialogflow/cx/docs/reference/rest/v3/QueryParametersHi everyone,I'm working with Dial...
View time series metrics on a PipelineJob?
I'm fairly new to Vertex pipelines but I've been working with Kubeflow for a while. I have a rather complex pi...
Articles from Product Experts and Googlers
BigQuery Data Preparation with AI Agents: Smarter, faster, and code-free
Ready to unlock the secrets hidden in your product data? This tutorial demonstrates how BigQuery Data Preparation can clean and transform your raw data into actionable business intelligence, using a realistic example from the Fashion and Beauty industry.
Launched: ABAP SDK v1.10 unleashing powerful AI/ML, eventing, and storage capabilities
Supercharge your SAP systems! ABAP SDK v1.10 unlocks BigQuery AI/ML, simplified event-driven integration, Cloud Storage content repositories & access to 290+ Google Cloud APIs. See what's new.
From idea to viral video: the GenAI workflow you need
What if you could create professional-quality videos with just a fraction of the effort? This blog introduces a radical new GenAI workflow on Vertex AI, using models like Gemini, Imagen3, MusicLM and Veo2 etc to make video creation accessible to everyone.
