Personal Research System with LLM & RAG
Budget: $250 – $750 CAD
I'm seeking an expert to help me construct a personal research system. This system should utilize a large language model (LLM) and the Retrieval Augmented Generation (RAG) technique. The primary aim is to build a semantic research system that can aid in my academic pursuits.
Key Features:
- The system should be capable of retrieving information from academic journals.
- It should summarize articles, track citations, and provide related article suggestions.
- It must retrieve information based on user queries, encompassing text, graphs, tables, and images.
- It should provide details like authors' names, release dates, and journal titles.
- The system should offer the possibility to download journals and suggest relevant and similar ones.
- The system needs to be trained to deliver high accuracy, precision, and recall.
Ideal Skills and Experience:
- Proficiency in building systems utilizing large language models and RAG techniques.
- Experience with academic research and understanding of academic journal retrieval.
- Ability to create systems with complex functionality.
- Knowledge in machine learning for training the system for high accuracy, precision, and recall.
This project is perfect for someone with a strong background in AI, data retrieval systems, and academic research. I'm looking forward to collaborating with you.
Key Features:
- The system should be capable of retrieving information from academic journals.
- It should summarize articles, track citations, and provide related article suggestions.
- It must retrieve information based on user queries, encompassing text, graphs, tables, and images.
- It should provide details like authors' names, release dates, and journal titles.
- The system should offer the possibility to download journals and suggest relevant and similar ones.
- The system needs to be trained to deliver high accuracy, precision, and recall.
Ideal Skills and Experience:
- Proficiency in building systems utilizing large language models and RAG techniques.
- Experience with academic research and understanding of academic journal retrieval.
- Ability to create systems with complex functionality.
- Knowledge in machine learning for training the system for high accuracy, precision, and recall.
This project is perfect for someone with a strong background in AI, data retrieval systems, and academic research. I'm looking forward to collaborating with you.