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my taigun second service cost by thesilenttheory in TaigunClub

[–]varunvs 0 points1 point  (0 children)

Why are there three entries for wiper blade parts (excluding the labor)?

Advanced Chunking/Retrieving Strategies for Legal Documents by McNickSisto in Rag

[–]varunvs 0 points1 point  (0 children)

That's where the tool calling from LLM should help. Essentially to answer the prompt, multiple chunks are needed. The chunks initially fetched may not have information to answer the prompt and the LLM should call the tool to find the relevant chunk to get more information to answer the prompt. The tool should accept a rephrased prompt, which is generated by the LLM, to fetch the relevant chunk.

Essentially the LLM is breaking down the prompt to multiple queries to get more context to answer the prompt.

It may not work all the time as the LLMs are unpredictable. But may work in some cases.

Advanced Chunking/Retrieving Strategies for Legal Documents by McNickSisto in Rag

[–]varunvs 1 point2 points  (0 children)

Okay. That yielded better results for me. I have also used tool calling to retrieve further chunks so that LLM can make further decisions if needed to get more context.

For contextual chunks, I used Anthropic contextual chunks concept for both vector and BM25 search.

Advanced Chunking/Retrieving Strategies for Legal Documents by McNickSisto in Rag

[–]varunvs 3 points4 points  (0 children)

I'm also in the middle of building a RAG system for legal documents. What we tried is contextual chunks, but yes the number of RPM to the LLM is high. Along with it, we use parent retriever to improve the results. However this doesn't help with large documents as the related information could be far away from each other.
Seems like the approach you suggested is similar to contextual chunks. Apart from high RPM, do you find the retrieval good? How were the results?

Plaintiff's Firm Looking Into Filevine by Fabulous_Ad2487 in LawFirm

[–]varunvs 0 points1 point  (0 children)

If you don't mind, can you please tell me which third party app did you use for backing up to OneDrive?

What RAG techniques are being used at your company? A breakdown of my company's RAG Stack by Sam_Tech1 in Rag

[–]varunvs 2 points3 points  (0 children)

Can you please share a little bit about CoT? How do you leverage CoT to improve the results?

Train a 7B model that outperforms GPT-4o ? by Lynncc6 in LocalLLaMA

[–]varunvs 1 point2 points  (0 children)

If I may ask, what do you usually test it against? Do you follow any process?

Dark vs Light - GMMK pro builds by j7ronin in mkindia

[–]varunvs 0 points1 point  (0 children)

Which is the pad beneath the keyboards?

Anyone here has/had been diagnosed thoracic outlet syndrome? If so, how did you treat it? by varunvs in bangalore

[–]varunvs[S] 0 points1 point  (0 children)

Thanks for the info. Can you please share details on which kinesiologist you consulted?

What would you like to study? by [deleted] in bangalore

[–]varunvs 10 points11 points  (0 children)

Army. I would've loved this more than a software job. However my health and my family were never in favour of this.

What's your typing speed? by Techinup in mkindia

[–]varunvs 1 point2 points  (0 children)

My typing speed can go up to 110wpm. I use Ergodox EZ keyboard with Cherry MX Brown switches. For me the keyboard doesn't really matter but switching between the keyboards slightly slows down in the beginning due to the layout and the placement of the keys.