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LLM Research Tool Demo

Semantic search and analysis tool using OpenAI, FAISS, and LangChain

Research Query

How it works

  • • FAISS vector search for semantic similarity
  • • OpenAI embeddings for query understanding
  • • LangChain for automated summarization
  • • Real-time analysis of news articles
Search Results

Enter a research query to start semantic search

Technical Implementation

Core Technologies

  • • OpenAI GPT for analysis
  • • FAISS for vector search
  • • LangChain for orchestration
  • • Python backend

Key Features

  • • Semantic similarity search
  • • Automated summarization
  • • Real-time processing
  • • Scalable architecture

Use Cases

  • • Research assistance
  • • News analysis
  • • Content discovery
  • • Knowledge extraction