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

Semantic Search using OpenAI Embedding and Postgres Vector DB in NodeJS
This project is about implementing semantic search using OpenAI embedding and Postgres vector database in NodeJS. Semantic search is a search technique that uses natural language processing to understand the meaning of the query and returns results t...
Mar 21, 20235 min read2.3K
Semantic search using Open AI Embedding, Pinecone Vector DB, and Node JS
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 Pinecone Vector DB. Previous Article: https://dev.fandyaditya.com/semantic-search-using-openai-emb...
Mar 23, 20234 min read1.5K
Semantic Search using Langchain, Pinecone DB in Node JS
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 input-output so we can build the LLM applications easily. Here is a good start for Langchain: https://la...
Mar 27, 20233 min read2.3K
Create Q&A from Essays and Twitter Threads, using Open AI Embedding and Pinecone
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 based and search for 400 Twitter threads and essays of Illimitablemen IM Luckily, I found this Paul...
Apr 4, 20234 min read194

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