Examples

Example

Description

Topic

Retrieval Augmented Generation for AI Chatbots

RAG performs a vector similarity search to add supplemental context to a LLM.

Chatbot
Large Language Model
Python
RAG

Image Search with the Contrastive Language Image Pre-training

Generate image embeddings using the CLIP model, store them in Astra DB, and utilize Astra Vector Search to find and display a particular image from a set of images.

CLIP
Image Embeddings
Python

Query vector data with CQL

To query data using Vector Search, use a SELECT query as shown in the documentation.

Cassandra Query Language (CQL)
Code examples

Philosophy quote finder & generator with Vector Search & RAG using CQL or Using CassIO

Use OpenAI’s vector embeddings and DataStax Astra DB as the vector store for data persistence.

Cassandra Query Language (CQL)
RAG
Vector Search
Large Language Model
CassIO

Quick start with LangStream to build chatbot

Use LangStream, streaming AI agents, and OpenAI to build streaming GenAI apps faster.

LangStream
Vector Search
Streaming
OpenAI completions