Building with Gemini - looking forward to your feedback!
Good morning,My team and I worked for some time on building a product recommendation chatbot using Gemini. Wha...
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
Keep getting "The model is overloaded. Please try again later." for both models
Hello,I'm trying to build my application with Gemini because so far I've noticed it's the best model when it c...
RAG PLAYGROUND Cloud Run failure
Hi Team,I am trying to use RAG playground and its failing in cloud run.GITHUB:https://github.com/google/rag-pl...
Encountering integration challenges between Dialogflow CX and Azure Bot.
I've built an AI Agent using Google’s 1.5 Flash AI model, uploaded my data into a data store, and successfully...
Unable to load the kernel module 'nvidia.ko'
Getting an error about unsigned nvidia kernel module that we can't get past.We've successfully created a Verte...
Suggestions for learning ai from scratch
Hii I am here for some suggestions and resources to learn ai from scratch .please help me
LLMs deployed from Model Garden cut replies short
I have deployed several models (Gemma, Gemma2 and Qwen) from Model Garden to endpoints in two different region...
Vertex Search app: Console vs. Production inconsistency
Background: Currently I have a search app, the datasource is coming from a website datastore. Issue: I have us...
DocumentAI fine-tuned custom extractor stuck in "undeploying" status for days
I have two DocumentAI fine-tuned custom extractors stuck in "undeploying" status for days. They get deployed a...
In vertex AI conversation , BigQuery in datastore is not giving any result
I created a datastore using BigQuery. After creating the app, and connecting the datastore, I tried testing th...
I need to retrieve my data from my database using Gemini AI
I need to retrieve my data from my database using Gemini AI. I need to pass my cloud data to Gemini AI and nee...
How is Cost Calculated for GCP Vertex AI Vector Search?
Hi everyone,I'm working on a production-scale Retrieval-Augmented Generation (RAG) application using Google Cl...
Getting a "custom payload" return on each FAQ question response from agent, not finding a way to fix
SOLVED -Hello, really new to this platform, sorry for the use of it if this is as easy as I think.I built an h...
Vertex ai batch prediction job within a Workflows
Hi! We are having trouble launching a gemini-flash Vertex ai batch prediction job within a Workflows step. We ...
[Translation API] Permissions Denied when creating a new glossary
Hi.Since Today we are getting `_GoogleError: Error: PERMISSION_DENIED. Job state: FAILED.` when trying to crea...
Cloud IAM permission 'cloudtranslate.glossaries.create' denied.
I am currently following the instructions on this page: https://cloud.google.com/translate/docs/advanced/gloss...
Agent Builder and Examples
Hello, I was working with the new Agent builder and working on building a bot that could help answer FAQ quest...
Cannot delete Agent Builder data store
Trying to delete the last remaining data store in my vertex ai deployment (this was a POC) but I am unable to ...
Master thesis on AI in work
Hi everyone,I'm a Master student doing my thesis on AI usage in professional work. I'm curious about the conti...
How to retrieve several products at once
In vertex AI search for retail, how can I retrieve all products with one function call?I found out that the ge...
Issue with Google Prompt Optimizer (GPO) for Classification Task
I am experiencing an issue using Google Prompt Optimizer (GPO) for a binary classification task. The task is t...
Deploy AI in google cloud
I want to deploy an AI model in google cloud but I am getting the following error: Error loading Day 3 model: ...
Control integration settings via API for a Dialogflow Agent
Is there a way to control the integration settings via API for a dialogflow agent? For example, let's say I ha...
Need advice on a billing issue with Google Cloud
Dear community,We have been using Vertex AI for some time to classify our image assets. Typically, we run two ...
Vertex AI Auto ML regression training pipeline error message: Internal error occurred
First time user of the Vertex AI Auto ML training pipeline. I've made multiple attempts at training a fairly s...
Issue with Custom Extractor: Unexpected Fields in JSON Output
Hi everyone,I'm facing an issue with my processor. It's a custom extractor, but the JSON output contains field...
Quality of Amharic STT models between Chrome Web Speech API and Google Cloud Speech (v1/v2)
Hello there!I'm using the speech-to-text API for transcribe Amharic language in real time. Currently I'm using...
Exceeded rate limits: too many concurrent queries that use ML.GENERATE_TEXT table-valued function fo
Hi,I am getting below error sometimes in bigquery console.Exceeded rate limits: too many concurrent queries th...
Custom NLP Model can process only 10k characters for entity extraction
Dear Google Cloud Support,I'm encountering a character limit of 10k for entity extraction with Custom NLP, hin...
Using Vertex Agent Builder to build a chatbot to answer questions about my website
So I have been trying for almost a week now to create a chatbot using Google Vertex Ai Builder (ex "Search & C...
Articles from Product Experts and Googlers
Deeper Insights with knowledge engine & dataset-level metadata in BQ
In my previous blog From Data to Metadata: Unlocking Insights with Gen AI in BigQuery, we explored how BigQuery's “Insights” feature can automatically generate metadata for your tables and columns helping to uncover hidden patterns and trends within your data. We are now taking it a step further with metadata and insights generation at the dataset level. This new capability not only describes the dataset but also provides an interactive entity relationship map that visually reveals connections between different entities.
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.
