ObjectBox_VectorDB
Here, I used Objectbox VectorDB, a new and efficient way of vector embeddings, with OpenAI's newly launched GPT-4o(omni) model.
1. Used GPT-4o(omni) model from OpenAI.
2. Took US_cencus PDFs for querying.
3. For word embeddings, used OpenAIEmbeddings.
4. Used ObjectBox VectorDB stores for storing vectors.
5. Finally, created retrieval chain and invoked it for answering the query.
The final experience is really fabulous.