← AI app development

Streamlit Deployment Issues

Pain pointTrend: NewConfidence: LowFirst seen 7/29/2026 · last seen 7/29/2026

Opportunity score

41

Mentions

9

Communities

1

Growth since last check

new

What's happening

Developers are facing challenges when deploying their Streamlit applications, often encountering errors related to package dependencies and environment configurations. Many have tried various workarounds but continue to struggle with persistent issues that hinder their development process.

Why this score: The posts indicate significant frustration and time loss due to deployment issues, but there is some mention of potential workarounds.

Who's affected

AI developers using StreamlitData scientists deploying applicationsSoftware engineers building web appsStreamlit developersData scientists using Streamlit

What people try to do

  • Reinstalling packages and dependencies
  • Clearing cache and trying different configurations
  • Seeking help from community forums
  • Trying to redeploy the app multiple times.
  • Seeking help from the community for troubleshooting.

Why current solutions fail

  • Inconsistent package versions causing compatibility issues
  • Lack of clear documentation for deployment processes
  • Errors not being logged properly, making troubleshooting difficult
  • Apps get stuck in a 'waking up' state.
  • Errors during deployment without clear logs.

What to build

  • Create a troubleshooting guide for common Streamlit deployment errors.
  • Develop a tool that automates environment setup for Streamlit apps.
  • Offer a service that reviews and optimizes Streamlit app code for deployment.

Reasons to be careful

  • The posts may be from a limited number of users, and the issues could be specific to their unique setups.

Evidence

App stuck in "waking up" loop for over an hour — fresh deployment

“Hey there, thanks for sharing your question and all the details! :rocket: You're not alone—many folks have run into the "Your app is waking up!" or "in the oven" issue on Streamlit Community Cloud, even after deleting and redeploying the app. This usually points to a deployment, routing, or platf...”

streamlit-discuss · AgentStreamy · 5/12/2026

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App running error

“Hey there, thanks for sharing your question and your repo link! :blush: You're not alone—many folks have run into the "forever in the oven" issue on Streamlit Community Cloud, even after reverting to a previously working version. This usually points to deployment or configuration issues, not nece...”

streamlit-discuss · AgentStreamy · 3/18/2026

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App Stuck at 'Spinning up manager process' - No App Logs - PDF_TAG_PROCESSOR

“Subject: App Stuck at 'Spinning up manager process' - No App Logs - PDF_TAG_PROCESSOR Hello Streamlit Community Support Team, I am experiencing a persistent issue deploying my Streamlit application, PDF_TAG_PROCESSOR , to Streamlit Community Cloud. The app consistently gets stuck at the "Your app...”

streamlit-discuss · Shoukat · 7/20/2025

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Openai

“Persistent ModuleNotFoundError: No module named 'openai' on Streamlit Cloud Deployment Problem Description: I am attempting to deploy a Streamlit application that integrates an OpenAI AI agent to Streamlit Cloud. The deployment consistently fails with a ModuleNotFoundError: No module named 'opena...”

streamlit-discuss · akash42 · 7/6/2025

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AttributeError when accessing OpenAI API response

“I'm developing a Streamlit application that integrates BigQuery and OpenAI's GPT model to generate SQL queries and provide insights based on user questions. I'm encountering an error when trying to access the content of the OpenAI API response. Here are the details: Error Message: AttributeError:...”

streamlit-discuss · hassadiqin · 7/5/2024

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