Need Help Improving an AI Assistant Connected to My App — OpenAI / Python
Budget: -
HOURLY / NOT_SURE
⭐ 0.00 (0)
United Arab Emirates
machine-learning, artificial-intelligence
Preferred qualifications
- Experience: Expert
# Need Help Improving an AI Assistant Connected to My App — OpenAI / Python
Hi,
I'm working on a small personal project and looking for an experienced developer to help me improve my AI assistant.
I already have an existing application built with Python, FastAPI, PostgreSQL, React, and the OpenAI API.
**What I'm trying to achieve:**
I want the AI assistant to have natural conversations while intelligently using information already stored in my application.
For example:
- The assistant should understand what the user is asking, including complex questions and follow-ups.
- It should be able to retrieve relevant information from the user's saved records, documents, and previous interactions.
- If the information is already available, it shouldn't ask the user for it again.
- If something is missing or unclear, it should ask a relevant follow-up question.
- It should understand multiple topics within the same conversation.
- It should maintain context across messages and sessions.
- It should provide clear, natural answers based on the available information.
- It should respect user permissions and avoid making up missing information.
**The technical side:**
I already have a backend, database, structured data, and some conversational AI code.
I need help connecting these components properly using OpenAI Responses API, function calling, and good conversation management.
I'm not looking to rebuild everything or introduce a complicated new architecture. I'd prefer to improve and reuse what I already have.
**Budget:**
My budget is limited, so I'd like to start with a small, fixed-price task to review the existing implementation and identify what needs improvement.
If things go well, we can work on the improvements step by step.
If you have experience building context-aware AI assistants connected to existing applications, please let me know.
I'd also appreciate a couple of examples of similar work you've done and your approximate rate.
Thanks!
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