Need a langchain/llamaindex RAG architecture for industry grade chat with PDF application using GPT-4 API
$100-101 USD
Paid on delivery
I am looking for a skilled developer to design and implement a langchain/llamaindex RAG architecture and incorporate GPT index, Langsmith, and GPT cache for an industry-grade chat application. The application should integrate a PDF feature and have capabilities for document source lines extraction using llamaindex hierarchical node parser and indexing (tree index or document summary index).
Design and Functional Requirements:
Specific design and functional requirements are in place for the chat application.
The developer should employ the retriever trained with generative pseudo labeling for domain adaptation (haystack) and be adept at deploying on Azure, offering streaming output.
Knowledge base integration is vital, and suggestions for improvement are always welcome.
Timeline:
The project should be completed within 1 week.
Skills and Experience:
Strong proficiency in Python programming.
Experience with creating chat applications.
Familiarity with langchain/llamaindex RAG architecture and related technologies such as Langsmith and GPT cache.
Knowledge of integrating PDF features into applications and using llamaindex for document parsing and indexing.
If you possess the necessary skills and can adhere to the timeline, please submit your proposal.
Project ID: #37174677
About the project
9 freelancers are bidding on average $612 for this job
Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav More
Hello, I'm Rochak and I'm a Computer Scientist with extensive experience in a variety of fields. I have worked extensively as a freelancer over the past 5+ years. I specialize in Machine Learning (ML), Python, Artifi More
Hi Sir, I have read your requirement & i am interested in your project, but i have some doubts regarding the same, lets discuss in detail make it clear & then i am ready to start the work right away .
Hello, thank you for considering me for this job. My name is Muhammad and I am a Full Stack Developer with strong proficiency in Python programming and experience in creating chat applications. I understand from your More
