Skip to content

A search engine for Python language , developed with the help of web crawling, Socket programming, Vector database. User will get result of a search query based on vector similarity search in vector database.

Notifications You must be signed in to change notification settings

Sushanta-Das/Domain_Specific_Search_Engine

 
 

Repository files navigation

Search Example

Screenshot 2024-04-02 211429

Features:

Domain-Specific Search Engine: Focuses on providing accurate and efficient search results for Python-related queries.

Web Crawling and Data Collection: Utilized web crawling to gather a comprehensive collection of Python-related webpages, which were then converted into vector embeddings for efficient storage and retrieval in the Pinecone Vector Database.

Similarity Search: Employs vector embeddings to perform similarity searches, ensuring that search results are highly relevant to the query. HTTP Server Implementation: Developed an HTTP server using socket programming to handle client requests, ensuring smooth and responsive interactions.

About

A search engine for Python language , developed with the help of web crawling, Socket programming, Vector database. User will get result of a search query based on vector similarity search in vector database.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Jupyter Notebook 90.1%
  • Python 6.9%
  • JavaScript 2.4%
  • Other 0.6%