SAP Tech Bytes: RAG with generative AI hub and HANA - Python SDK

Thank you for the informative video! I noticed in the introduction that you mentioned a smaller vector engine as an alternative to HANA DB. However, I couldn't seem to find further details on it in the content. Could you kindly clarify if there's an option available within BTP, or if it's suggested to explore options like Pinecone outside of BTP? Thank you for your time and the great insights you provide !

It worked great on SAP AI Core and HANA Vector DB.
I will modify it and tuse this RAG example for SAP AI presentations.
Thank you for explaining and providing the code.

In the realm where bits and bytes reside,
A story of knowledge and wisdom collides.
With giants we converse, their voices we hear,
Through circuits and codes, their thoughts appear.

Nora, the guide in a digital dance,
Shows us the magic of AI's glance.
The roles we set, the queries we pose,
Invoke responses from logic's prose.

From the depths of a server, HANA spheres,
To the ends of vectors through time's gears.
Stephen Hawking’s legend met with AI,
To discuss the cosmos and the "what-if" why.

The Time Travelers Party, a tale so quaint,
Although no pioneers from future did paint.
Yet, in the echoes of databases stored,
We ground our queries to truth restored.

With chunks of text split and vectors formed,
The retrieval system meticulously performed.
Each embedded piece, a fragment of time,
Serves precision’s art in reasoning's rhyme.

LangChain, the ally in this cerebral fight,
Combats the hallucination's blight.
In structured harmony, our questions lie,
Met with cogent answers under the AI sky.

Invitations to parties beyond history’s reign,
Physics intertwined with space-time’s chain.
No wanderers from epochs hence,
But Hawking’s theory remains intense.

With technology’s grasp, we reach out and see,
Through the lens of science and what might be.
A live stream awaits with knowledge to pour,
New realms of discovery to explore.

Together we venture in bytes and lore,
Charting new frontiers on knowledge's shore.
In circuits engraved and logic entwined,
A thoughtful dialogue of human and mind.