Building AI projects can be challenging. Errors can happen with prompts, APIs, code, databases, embeddings, RAG systems, chatbots, automations, deployment, authentication, billing, and tool integrations.
This thread is for members who need help debugging their AI projects.
What Type of Issues Can You Post?
You can post issues related to:
- AI API errors
- Chatbot not responding correctly
- Prompt not giving the expected output
- RAG retrieval problems
- Embeddings or vector database issues
- File upload or PDF processing errors
- AI app frontend or backend bugs
- OpenAI, Gemini, Claude, or other API issues
- LangChain, LlamaIndex, CrewAI, or AutoGen problems
- No-code automation issues
- Zapier, Make, n8n, or workflow errors
- Deployment problems
- Environment variable issues
- Authentication or login issues
- Database connection problems
- Unexpected AI responses
To get better help, please include clear details. A vague post like “my app is not working” is difficult to answer.
Try to include:
- What you are building
- Which AI tool, API, or framework you are using
- What you expected to happen
- What actually happened
- The exact error message, if any
- Relevant code snippet, if safe to share
- Screenshots, if useful
- What you already tried
Please copy and use this format:
Project Type: Chatbot / AI app / RAG app / Automation / Agent / Other
Tools or APIs Used:
Programming Language or Platform: Python / JavaScript / PHP / No-code / Other
What I Am Trying to Build:
Expected Result:
Actual Problem:
Error Message, if any:
Code: Select all
Paste error message hereCode: Select all
Paste safe code snippet or workflow steps hereWhat Help I Need:
Example Debug Request
Project Type: AI chatbot
Tools or APIs Used: OpenAI API
Programming Language or Platform: JavaScript / Node.js
What I Am Trying to Build: A simple website chatbot that answers user questions.
Expected Result: User enters a question and receives an AI-generated answer.
Actual Problem: The chatbot does not return any response.
Error Message, if any:
Code: Select all
401 Unauthorized - Invalid API keyCode: Select all
API key is stored in .env file and used in the backend request.What Help I Need: How can I confirm whether my API key is loading correctly?
Important Security Reminder
Please do not share private or sensitive information.
Never post:
- API keys
- Passwords
- Secret tokens
- Private database credentials
- Customer data
- Private documents
- Payment details
- Personal identification details
- Confidential business data
Example:
Code: Select all
OPENAI_API_KEY=sk-xxxxxxxxxxxxxxxxWhen replying to someone’s issue, try to:
- Ask for missing details if needed
- Identify the most likely cause
- Explain the issue clearly
- Suggest step-by-step fixes
- Share corrected code only when relevant
- Mention best practices
- Avoid mocking beginner mistakes
- Warn users if they shared sensitive data
Some common issues include:
- API key not loaded correctly
- Wrong model name
- Insufficient credits or billing issue
- Rate limit exceeded
- Incorrect request format
- Missing environment variables
- Frontend calling API directly instead of backend
- CORS errors
- Prompt too vague
- Context window too large
- Poor chunking in RAG systems
- Wrong vector database configuration
- Deployment environment not matching local setup
Community ReminderAct as a senior AI app developer. Review the following error and code snippet. Explain the likely cause in simple language, suggest step-by-step fixes, and provide corrected code only if needed. Do not expose or ask for private API keys. Error: [paste error]. Code: [paste safe code].
This thread is for practical debugging help. Beginners are welcome.
Please provide enough details when asking for help, and please be respectful when helping others.
Post your AI project issue below, and the community will try to help you debug it.