Text Classification using pgvector and embeddings

Pubblicato il: 16 agosto 2024
sul canale di: Knowledge Amplifier
673
12

PostgreSQL makes it easier to store and query vector data for AI/ML use cases with the pgvector extension.
This video shows the feature to integrate ML embeddings in AWS RDS PostgreSQL with pgvector & performing Text Classification using this.

Prerequisite:
===========
Image Classification with Vector Semantic Search using Pinecone metadata filters
   • Image Classification with Vector Semantic ...  
Real-Time Image Clustering using Amazon Titan Multimodal Embedding
   • Real-Time Image Clustering using Amazon Ti...  
Accelerating Data Processing for Gen AI Applications in Python with Pandarallel
   • Accelerating Data Processing for Gen AI Ap...  
Extension transforming PostgreSQL to a vector database: pgvector
   • Extension transforming PostgreSQL to a vec...  

Code:
======
https://github.com/SatadruMukherjee/D...

Sentence Embedding pgvector example:
https://github.com/pgvector/pgvector-...

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Explore our vlog channel:
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===========
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#llm #pgvector #postgresql #aws


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