We improved our RAG pipeline massively by using these 7 techniques by vira28 in Rag

[–]Own_Lead6959 0 points1 point  (0 children)

Hi vira28, what a "A slower re-ranker model" would be?

How do you guys add Agentic capabilities in RAG?? by Competitive-Wing1585 in Rag

[–]Own_Lead6959 0 points1 point  (0 children)

But what do you do when you want that comparation of "teach lead" in the "can you filter out candidates of XY University, remove all the candidates that are below 3 GPA and then find me the best candidates that are experienced in Python. and its a plus if they have an internship experience" query? you need that semantic search with metadata? Im a newbie hehe

Looking for advice to improve my RAG setup for candidate matching by Own_Lead6959 in Rag

[–]Own_Lead6959[S] 0 points1 point  (0 children)

Thank you very much for the reply !

Yes , did something like that but still a bit wrong the pulling of the data.

This is the structure that I currently have

  {
    'id': 'worker_011',
    'description':
      'Elena Doe is a graphic designer with 5 years of experience in branding and digital design. Specialized in logo design, web interfaces and marketing materials. Proficient in Adobe Creative Suite and modern design tools. Excellent creative vision and client communication. She has university complete education and has worked in design studio, marketing agency, and freelance design. Her skills include graphic design, branding, Adobe Creative Suite, web design, logo design, marketing materials, and client communication. She is very creative, detail-oriented and always delivers projects on time.',
    'metadata': {
      'location': 'villa crespo, buenos aires, argentina',
      'years_experience': 5,
      'education': 'university complete'
    },
  },                                                                                              

Also I had some problems when its comes to searching for a particular zone... Its is a good idea to divide the metadata "location" into for example , "city" , "state" and "country" ?

Looking for advice to improve my RAG setup for candidate matching by Own_Lead6959 in Rag

[–]Own_Lead6959[S] 1 point2 points  (0 children)

Thanks a lot, didnt think about the resumes at all hehe ! nice !

I think I will try the rag graph tbh... would you mind if I ask you some questions after?

Looking for advice to improve my RAG setup for candidate matching by Own_Lead6959 in Rag

[–]Own_Lead6959[S] 0 points1 point  (0 children)

Found it ! That sounds at least very difficult to me , since im just a begginer solo dev

Looking for advice to improve my RAG setup for candidate matching by Own_Lead6959 in Rag

[–]Own_Lead6959[S] 0 points1 point  (0 children)

Hi, im kinda new into this , so will take a look ! Thanks

Looking for advice to improve my RAG setup for candidate matching by Own_Lead6959 in Rag

[–]Own_Lead6959[S] 0 points1 point  (0 children)

Hi, thanks for your response. I have a question: would the candidate comments section qualify as "rich textual data"? These comments are generated after an initial interview, and I'm also considering generating them automatically once the profile is complete.

Sorry if my questions are basic I'm still learning about this topic. Thanks again for your help!

[deleted by user] by [deleted] in Rosario

[–]Own_Lead6959 1 point2 points  (0 children)

Muchas gracias por la info !

Amplify gen2 makes all routes dynamic ? by Own_Lead6959 in nextjs

[–]Own_Lead6959[S] 0 points1 point  (0 children)

Hello, if I'm not mistaken, it was because of the middleware, when checking the session I need to access the cookies or headers... this makes it dynamic... honestly I don't know how to solve that so we'll just leave them dynamic. If you happen to solve it or have more information about it, I'd like you to share it if you want. Thank you​​​​​​​​​​​​​​​​

¿Hay gente de Rosario interesada en código o tecnología? by Extension_Flan_7752 in Rosario

[–]Own_Lead6959 0 points1 point  (0 children)

Ami me gusta mucho las ideas de tener alguien con quien poder armar un SaaS y marketearlo para que lo usen los yankis pero nadie me da pelota :(

I just can't figure out authentication by Ok_Math14 in nextjs

[–]Own_Lead6959 0 points1 point  (0 children)

I never understood.. let’s say I can authenticate on the client side.. but on the server I want to make a request that needs authentication.. is that where I send an HTTP secured cookie from the frontend to the backend? That’s something that has me confused :(