About this project
it-programming / web-development
Open
We are seeking a skilled Python Engineer with expertise in Retriever-Augmented Generation (rag) models to join our ai team. The ideal candidate will be instrumental in developing a cutting-edge local chatbot that leverages an open-source Large Language Model (LLM) to provide real-time real estate data pulled from MongoDB using specific street addresses.
Key Responsibilities:
Design and implement a local chatbot using open-source LLMs integrated with MongoDB.
Develop and maintain robust APIs that allow real-time querying of real estate data using street addresses.
Optimize data retrieval processes to enhance the efficiency and responsiveness of the chatbot.
Collaborate with data scientists and backend developers to ensure seamless integration and data accuracy.
Write clean, maintainable, and efficient code in Python.
Participate in code reviews, and continuously improve software engineering practices within the team.
Manage the deployment of the chatbot on local servers, ensuring high availability and security.
Required Skills:
Strong experience in Python programming.
Proven experience with Retriever-Augmented Generation (rag) models and other nlp technologies.
Experience working with MongoDB or similar NoSQL databases.
Familiarity with implementing and maintaining APIs.
Experience in deploying and maintaining local server environments.
Knowledge of real estate data management is a plus.
Strong problem-solving skills and attention to detail.
Category IT & Programming
Subcategory Web development
What is the scope of the project? Medium-sized change
Is this a project or a position? Project
I currently have I have an idea
Required availability As needed
Roles needed Developer
Delivery term: Not specified
Skills needed