~/talk

Bring Cassandra to the GenAI Crowd: Meet the Low-Friction CassIO Library

Talkat Cassandra Summit 2023 · on Wednesday, 2023-12-13· at 11:50· LL21E (Lower Lobby Level)· [ai-assisted-development, databases]
links:none on file
slides:none on file

CassIO is a Python library that uses Cassandra 5’s CEP-30 vector support to let GenAI code create and query production-ready vector tables with one-line vector store creation, automatic index/schema setup, prepared statements and TTL. Demo loads about 30 sample insects as embeddings, runs fast ANN searches with metadata filters, and performs RAG with an LLM; everything works in the notebook against Docker Cassandra 5 or DataStax Astra. Core design is composable table mixins and a config/IO layer; current integrations include LangChain and LlamaIndex. Documentation and source are at cassio.org.

AI-written summary · about

  1. 0:00CassIO for GenAI accessibility
  2. 1:03Vector search backbone
  3. 2:50Cassandra adoption challenges
  4. 4:18CassIO’s GenAI mission
  5. 6:25Live demo: CassIO vector store
  6. 8:38Vector search with CassIO
  7. 9:40Building RAG with CassIO
  8. 12:09CassIO vs pure CQL
  9. 13:36CassIO architecture
  10. 15:01CassIO with LLM frameworks
  11. 17:33CassIO for general vector search
  12. 18:38CassIO future status
  13. 19:23Cloud support & closing
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