Skip to content
    Back to all Bounties

    Earn 13,500 ($135.00)

    Time Remainingdue 1 year ago
    Completed

    Custom Document Management System (DMS) with ChatGPT, Llama Index and ChromaDB Integration

    KhalilouKarl
    KhalilouKarl
    Posted 1 year ago
    This Bounty has been completed!
    @KhalilouKarl's review of @SamuelKlimko
    5.0
    Average Rating
    Communication 5/5, Quality 5/5, Timeliness 5/5
    “Very professional work and very responsive! Will work with him again.”

    Bounty Description

    Problem Description

    We are seeking an experienced developer to build a custom Document Management System (DMS) that integrates ChatGPT, LlamaIndex, LangChain and ChromaDB. The DMS will serve as a personal information retrieval system that accepts, processes, and queries a variety of documents including contracts, government letters, and other official documents.

    Acceptance Criteria

    Uploading: User can upload scanned PDFs without error.
    OCR Functionality: Uploaded PDFs are accurately OCR'd by unstructured.io
    Storage: OCR'd texts are embedded into ChromaDB.
    Querying: User can retrieve information via a Chainlit chat interface.
    Citation: Queried data contains citation and link to the original document in ChromaDB.
    Auto-fill: The AI should suggest what to fill in a PDF document and provide citation to the source in the ChromaDB

    Technical Details

    Languages: Python, SQL, possibly others
    Libraries: OCR libraries (such as Unstructured.io), Chainlit, LlamaIndex, Langchain
    Databases: ChromaDB for vector storage