Hi Audrey, As suggested by Erik, you can index the data into a seperate collection and You can instead of adding weights inthe document you can also use LTR(Learning to Rank) with in Solr to rerank on the documents. And also to increase more relevance with in the Autosuggestion and making positional context of the user in case of Multi token keywords you can also bigrams/trigrams to generate edge n-grams.
Regards, Lucky Sharma On Fri, 24 Jan, 2020, 8:28 pm Lucky Sharma, <goku0...@gmail.com> wrote: > Hi Audrey, > As suggested by Erik, you can index the data into a seperate collection > and You can instead of adding weights inthe document you can also use LTR > with in Solr to rerank on the features. > > Regards, > Lucky Sharma > > On Fri, 24 Jan, 2020, 8:01 pm Audrey Lorberfeld - > audrey.lorberf...@ibm.com, <audrey.lorberf...@ibm.com> wrote: > >> Erik, >> >> Thank you! Yes, that's exactly how we were thinking of architecting it. >> And our ML engineer suggested something else for the suggestion weights, >> actually -- to build a model that would programmatically update the weights >> based on those suggestions' live clicks @ position k, etc. Pretty cool >> idea... >> >> >> >> On 1/23/20, 2:26 PM, "Erik Hatcher" <erik.hatc...@gmail.com> wrote: >> >> It's a great idea. And then index that file into a separate lean >> collection of just the suggestions, along with the weight as another field >> on those documents, to use for ranking them at query time with standard >> /select queries. (this separate suggest collection would also have >> appropriate tokenization to match the partial words as the user types, like >> ngramming) >> >> Erik >> >> >> > On Jan 20, 2020, at 11:54 AM, Audrey Lorberfeld - >> audrey.lorberf...@ibm.com <audrey.lorberf...@ibm.com> wrote: >> > >> > David, >> > >> > Thank you, that is useful. So, would you recommend using a (clean) >> field over an external dictionary file? We have lots of "top queries" and >> measure their nDCG. A thought was to programmatically generate an external >> file where the weight per query term (or phrase) == its nDCG. Bad idea? >> > >> > Best, >> > Audrey >> > >> > On 1/20/20, 11:51 AM, "David Hastings" < >> hastings.recurs...@gmail.com> wrote: >> > >> > Ive used this quite a bit, my biggest piece of advice is to >> choose a field >> > that you know is clean, with well defined terms/words, you dont >> want an >> > autocomplete that has a massive dictionary, also it will make the >> > start/reload times pretty slow >> > >> > On Mon, Jan 20, 2020 at 11:47 AM Audrey Lorberfeld - >> > audrey.lorberf...@ibm.com <audrey.lorberf...@ibm.com> wrote: >> > >> >> Hi All, >> >> >> >> We plan to incorporate a query autocomplete functionality into our >> search >> >> engine (like this: >> https://urldefense.proofpoint.com/v2/url?u=https-3A__lucene.apache.org_solr_guide_8-5F1_suggester.html&d=DwIBaQ&c=jf_iaSHvJObTbx-siA1ZOg&r=_8ViuZIeSRdQjONA8yHWPZIBlhj291HU3JpNIx5a55M&m=L8V-izaMW_v4j-1zvfiXSqm6aAoaRtk-VJXA6okBs_U&s=vnE9KGyF3jky9fSi22XUJEEbKLM1CA7mWAKrl2qhKC0&e= >> >> ). And I was wondering if anyone has personal experience with this >> >> component and would like to share? Basically, we are just looking >> for some >> >> best practices from more experienced Solr admins so that we have a >> starting >> >> place to launch this in our beta. >> >> >> >> Thank you! >> >> >> >> Best, >> >> Audrey >> >> >> > >> > >> >> >> >>
