Fandy Aditya

Series

Open AI & Semantic Search

In this series, I will share what I explore with the new AI Wave: Open AI API and use it to build the semantic search of articles, podcasts, youtube video

Articles in this series

Semantic Search using OpenAI Embedding and Postgres Vector DB in NodeJS

Mar 21, 20235 min read

This project is about implementing semantic search using OpenAI embedding and Postgres vector database in NodeJS. Semantic search is a search...

Semantic Search using OpenAI Embedding and Postgres Vector DB in NodeJS

Semantic search using Open AI Embedding, Pinecone Vector DB, and Node JS

Mar 23, 20234 min read

For the previous article, we use Postgres with pgvector extension to store the vector data of our article. Today let's try to change the Postgres with...

Semantic search using Open AI Embedding, Pinecone Vector DB, and Node JS

Semantic Search using Langchain, Pinecone DB in Node JS

Mar 27, 20233 min read

Langchain is basically an interface and wrapper of LLM. The goal is to simplify, and also make it easier to do pre and post-processing of the LLM...

Semantic Search using Langchain, Pinecone DB in Node JS

Create Q&A from Essays and Twitter Threads, using Open AI Embedding and Pinecone

Apr 4, 20234 min read

After some time of researching Open AI, Vector databases, and semantic search. For today, I tried to combine all of the knowledge I get and create Q&A...

Create Q&A from Essays and Twitter Threads, using Open AI Embedding and Pinecone