UppuluriKalyani/ML-Nexus

SmartDocAssist - AI-Powered Interactive Document Assistant

Closed this issue · 3 comments

pranavvb03 commented

Legal documents, technical manuals, and research papers are difficult to understand and time-consuming to navigate. Many users, even professionals, often find it hard to locate specific information quickly or understand jargon-filled sections.

SmartDocAssist is an AI-powered interactive assistant that can deeply understand and help users navigate complex documents such as legal contracts, research papers, technical manuals, or lengthy reports. Using GenAI, AI agents, and vector databases like Pinecone or FAISS, the system intelligently summarizes sections, answers specific questions, and retrieves relevant content based on the user’s query.

Tech Stack:

  • Groq API: Used for fast, efficient AI inference for document comprehension and generation tasks.
  • LangChain: Used to create complex language pipelines for document processing, question answering, and summarization tasks.
  • AI Agents: Power the interactive Q&A and allow multi-step reasoning and decision-making processes.
  • Vector Databases (Pinecone/FAISS): For storing and querying document embeddings, making search and retrieval tasks efficient.
  • LLMs (OpenAI or other): For language comprehension, generation, and summarization tasks.
  • Streamlit Frontend: A user-friendly interface where users can upload documents, ask questions, and get summaries.

The project uses well-established tools (LangChain, vector databases, Groq API) to create an efficient solution for a real-world problem.

Additional context
Add any other context or screenshots about the feature request here.

github-actions commented

Thanks for creating the issue in ML-Nexus!🎉
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    Tag @Neilblaze,@SaiNivedh26 for assigning the issue to you.
    Happy open-source contributing!☺️
github-actions commented

Thanks for raising this issue! However, we believe a similar issue already exists. Kindly go through all the open issues and ask to be assigned to that issue.

github-actions commented

Hello @pranavvb03! Your issue #514 has been closed. Thank you for your contribution!