pierrebrunelle

10 months agodiscuss

Building an infinite-memory, context-aware, multimodal chatbot is as easy as 600 lines of Pixeltable code.

Why? Because Pixeltable is the only multimodal data infrastructure that unifies storage and orchestration for your AI workloads.

pierrebrunelle

11 months agodiscuss

Agree...as simple as:

@pxt.query def search_documents(query_text: str, user_id: str): sim = chunks.text.similarity(query_text) return ( chunks.where( (chunks.user_id == user_id) # Metadata filtering & (sim > 0.5) # Filter by similarity threshold & (pxt_str.len(chunks.text) > 30) # Additional filter/transformation ) .order_by(sim, asc=False) .select( chunks.text, source_doc=chunks.document, # Ref to the original document sim=sim, title=chunks.title, heading=chunks.heading, page_number=chunks.page ) .limit(20) )

For instance in https://github.com/pixeltable/pixeltable

pierrebrunelle

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Infinite-memory, Context-aware, & Multimodal Chatbot

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