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Re:Ingesting PDFs and why Gemini 2.0 changes everything by fallinditch on Wednesday February 05, 2025 @03:53PM (#42954961)
If I used Gemini 2.0 for extraction and chunking to feed into a RAG that I maintain on my local network, then what sort of locally-hosted LLM would I need to gain meaningful insights from my knowledge base? Would a 13B parameter model be sufficient?
Re:Ingesting PDFs and why Gemini 2.0 changes everything by jhoechtl on Wednesday February 05, 2025 @04:55PM (#42955807)
Ypur lovalodel has littleore to do but stitch the already meaningzl pieces together.

The pre-step, chunking and semantic understanding is all that counts.

Re:Ingesting PDFs and why Gemini 2.0 changes everything by yeahwhatever10 on Wednesday February 05, 2025 @07:36PM (#42957472)
Do you get meaningful insights with current RAG solutions?
Re:Ingesting PDFs and why Gemini 2.0 changes everything by fallinditch on Wednesday February 05, 2025 @09:47PM (#42958403)
Yes. For example, to create AI agent 'assistants' that can leverage a local RAG in order to assist with specialist content creation or operational activities.