LLM Search

Movie Intelligence Bot

Conversational movie intelligence with SQL, vector search and source-aware recommendation flows.

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Outcomes

Category
LLM Search
Context
Product build
Outcome
Faster discovery

The problem

Viewers needed a faster, conversational way to discover titles than browsing a catalogue.

The solution

A conversational assistant that combines SQL queries with vector search for source-aware recommendations.

Architecture

Architecture · Movie Intelligence Bot
  1. 01

    Conversation

    LangChain agent

  2. 02

    Structured data

    SQL

  3. 03

    Semantic data

    Vector search

  4. 04

    API

    FastAPI

Technologies

  • FastAPI
  • LangChain
  • SQL
  • Vector Search

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