Fix Intent Detection Issue in Custom AI Agent (LangChain + GPT) need AI Software Development
Contact person: Fix Intent Detection Issue in Custom AI Agent (LangChain + GPT)
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Location: Karachi, Pakistan
Budget: Recommended by industry experts
Time to start: As soon as possible
Project description:
"I need help with my AI agent built using LangChain and GPT-4. It's having trouble correctly identifying user intents in edge cases, like multi-part questions or vague inputs.
The priority is to improve the prompt for better intent classification.
Example of the Issue:
User: âBook a meeting and send a reminder.â
Expected: Two intents: meeting + reminder
Current behavior: Only triggers one intent or the wrong tool.
Tech Stack:
- LangChain
- OpenAI GPT-4
- Python (FastAPI)
- Basic vector store (ChromaDB or FAISS)
Deliverables:
- Code fix or prompt update
- 2-3 test cases to show improved handling
- Brief explanation of what was changed
Ideal for:
- AI agent developers
- LangChain experts
- Prompt engineers
Looking for someone who can quickly diagnose and implement a solution." (client-provided description)
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