TaimoorKhan10/InsightForge-NLP
Advanced NLP system with multilingual sentiment analysis and retrieval-augmented question answering. Built with PyTorch, Transformers, FAISS, and FastAPI.
This system helps market researchers, customer support managers, and business analysts understand customer opinions and quickly find information across large collections of text. It takes raw text in multiple languages (English, Spanish, French, German, and Chinese) and provides detailed sentiment scores for overall text or specific aspects. Additionally, you can ask questions about your documents, and it will provide answers with sources, acting like a smart internal knowledge base.
No commits in the last 6 months.
Use this if you need to quickly gauge public opinion on products or services from reviews and social media in multiple languages, or if you want to create an intelligent system that can answer questions based on your company's documents and knowledge base.
Not ideal if your primary need is simple keyword search or if you only work with highly structured data like spreadsheets and databases.
Stars
7
Forks
—
Language
Python
License
MIT
Category
Last pushed
May 25, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/vector-db/TaimoorKhan10/InsightForge-NLP"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
dsba6010-llm-applications/baemax_tc
LLM App to demystify and summarize Terms and Conditions agreements
brettlyy/text-to-sql
An application to write and run SQL queries, returning answers to natural language questions,...
bhattbhavesh91/pdf-qa-astradb-langchain
Explore how to build a Q&A system on PDF File's using AstraDB's Vector DB with Langchain and OpenAI API's
techdomegh/ai-news-scraper
AI News Scraper & Semantic Search: A Python application that scrapes news articles, uses GenAI...
lightfeed/sdk
Lightfeed SDK to search and filter web data