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Intelligentse otsingu leiad aadressilt: https://otsing.taltech.ee/

You can find the intelligent search on this URL: https://search.taltech.ee/

Intelligentne otsingu allikad

Itelligent search sources

  • Legislation - public legislation related to the university - https://oigusaktid.taltech.ee/

  • Intranet - information within the university - https://portal.taltech.ee/v2

  • Confluence guides – public guides located in university Confulence environment - https://taltech.atlassian.net/wiki/spaces

  • Website - public information from the university's website, excluding news - https://taltech.ee

    • News: news feed from the TalTech website - https://taltech.ee/uudised
    Info

    Intelligentse otsingu leiad aadressilt: https://otsing.taltech.ee/

    Info

    You can find the intelligent search on this URL: https://search.taltech.ee/

    Kuidas lahendus töötab?

    1. Kasutaja avab rakenduse veebilehitsejas,: https://otsing.taltech.ee/

    2. Kasutaja peab sisse logima oma UNI-ID kontoga.

    image-20240320-074429.pngImage Added

    1. Kasutaja esitab oma küsimuse otsingu lahtrisse

    2. Kasutaja küsimusest lähtuvalt rakendus otsib kõige relevantsemaid tekstilõike ülikooli algallikatest. Selleks kasutatakse OpenAI text-embedding-ada-002 mudelit.

    Tekstilõigus

    1. Tekstilõik koos küsimustega

    edastakse

    1. edastatakse GPT keelemudelile, mis genereerib lõpliku vastuse. Vaata mudelite kirjeldusi järgmises sektsioonis.

    Tip

    Sisukaima vastuse saamiseks vali GPT 4-Turbo mudel)

    1. Lõplik vastus koos algallikatega tagastakse rakenduses kasutajale.

    2. Anna tagasisidet tehisaru poolt antud vastuse kohta, et saaks paranda ja täiendada infot algallikates kui ka teha lahendust paremaks. Selleks saab kasutada vastuse all olevaid pöidlamärgiseid (pöial püsti - rahulolu väljendav, pöial alla - rahulolematus, ei ole olnud hea vastus), lisaks avaneb vabateksti väli pikema kommentaari jaoks. Kommentaaris saad öelda, et millega olid rahul ja millega mitte.

    Note

    NB! Tehisaru antud vastused ei ole alati 100% tõesed. Suhtu alati kriitiliselt tehisaru poolt antud vastustesse ning kontrolli vajadusel info tõesust algallikatest.

    Tehisaru töötab nö mustakasti põhiselt ning alati ei ole arusaada, et miks ta kasutajale üht või teist tüüpi vastuse annab.

    How does the solution work?

    1. The user opens the application in a web browser: https://search.taltech.ee/

    2. User must log in with a UNI-ID account.

    image-20240320-074438.pngImage Added

    1. The user submits his question in the search box

    2. Based on the user's question, the application searches for the most relevant text passages from the university's original sources. The OpenAI text-embedding-ada-002 model is used for this.

    3. The text passage with the questions is passed to the GPT language model (), which generates the final answer. See model descriptions in the next section.

    Tip

    For the most meaningful answer, choose the GPT 4-Turbo model

    1. The final answer with the original sources is returned to the user in the application.

    2. Give feedback on the answer given by the artificial branch, so that the information in the original sources can be corrected and supplemented, as well as to make the solution better. To do this, you can use the thumb marks under the answer (thumb up - expressing satisfaction, thumb down - dissatisfaction, not a good answer), in addition, a free text field opens for a longer comment. In the comments, you can say what you were happy with and what you were not.

    Note

    NB! The answers given by AI are not always 100% true. Always be critical of the answers given by artificial intelligence and, if necessary, check the truth of the information from the original sources.

    Artificial intelligence works on the basis of a so-called black box, and it is not always clear why it gives the user one or another type of answer.

    image-20240320-073647.pngImage Added

    Mudelid

    • OpenAI GPT-3.5 Turbo on nagu nutikas tööriist, mis aitab sul leida erinevaid vastuseid oma küsimustele

    . Mudel on võrdlemisi kiire, kuid annab natukene lihtsaid või mitte liiga sisukaid vastuseid

    • .

    • OpenAI GPT-3.5 Turbo 16k on sarnane eelmisele, kuid suudab mõista rohkem infot korraga

    .Mudel on võrdlemisi kiire, kuid annab natukene lihtsaid või mitte liiga sisukaid vastuseid

    • .

    • OpenAI GPT-4 on veelgi nutikam ja teadlikum. See suudab mõista keerulisemaid probleeme ja teemasid. See on tööriist, mis on väga teadlik paljudest erinevatest teemadest

    .Mudel annab häid ja sisukaid vastuseid, kuid vastuste genereerimine mudeli poolt hetkel võtab aega ning kasutajana tuleb olla kannatlik

    • .

    • OpenAI GPT-4 Turbo on kõige uuem ja võimekam mudel. See suudab mõista ja meeles pidada veelgi rohkem infot. See on tööriist, mis on väga teadlik ja on samal ajal ka säästlik ning kuluefektiinve.

    • The model gives good and meaningful answers, but the generation of answers by the model takes time at the moment, and as a user you have to be patient.

    • Text-embedding-ada-002 - osingu (sh rühmitamise, soovituste, anomaaliate tuvastamise ja klassifitseerimise ülesande) jaoks kasutatakse “embeddings” mudelit, mis viib ülikooli põhiste allikate teksti numbrilisele kujule ning mis võimaldab mõõta ja siduda tektiosade vahelisi seoseid.

    Täpsemalt mudelite kohta saab vaadata siit: https://platform.openai.com/docs/models/overview

    Models

    • OpenAI GPT-3.5 Turbo is like a smart tool that helps you find different answers to your questions

    .The model is relatively fast, but gives somewhat simple or not very meaningful answers

    • .

    • OpenAI GPT-3.5 Turbo 16k is similar to the previous one, but can understand more information at once

    .The model is relatively fast, but gives somewhat simple or not very meaningful answers

    • .

    • OpenAI GPT-4 is even smarter and more aware. It can understand more complex problems and topics. It is a tool that is very knowledgeable about many different topics

    .The model gives good and meaningful answers, but the generation of answers by the model takes time at the moment, and as a user you have to be patient

    • .

    • OpenAI GPT-4 Turbo is the newest and most capable model. It can understand and remember even more information. It is a tool that is very knowledgeable and at the same time economical and cost effective

    .The model gives good and meaningful answers, but the generation of answers by the model takes time at the moment, and as a user you have to be patient

    • .

    • Text-embedding-ada-002 - embeddings model is used for the search (including clustering, recommendation, anomaly detection and classification tasks), which brings the text of university-based sources into a numerical form and which allows to measure and relatedness the relationships between text parts.

    More details about the models can be found here: https://platform.openai.com/docs/models/overview

    Piiranugd ja edasised arendused

    Funktsionaalsus

    Seaded

    Mudeli valimine

    • OpenAI GPT-3.5 Turbo - mudel on võrdlemisi kiire, kuid annab natukene lihtsaid või mitte liiga sisukaid vastuseid.

    • OpenAI GPT-3.5 Turbo 16k - mudel on võrdlemisi kiire, kuid annab natukene lihtsaid või mitte liiga sisukaid vastuseid.

    • OpenAI GPT-4 -mudel annab häid ja sisukaid vastuseid, kuid vastuste genereerimine mudeli poolt hetkel võtab aega ning kasutajana tuleb olla kannatlik.

    • OpenAI GPT-4 Turbo -mudel annab häid ja sisukaid vastuseid, kuid vastuste genereerimine mudeli poolt hetkel võtab aega ning kasutajana tuleb olla kannatlik.

    Intelligentne otsingu allikad ja filtrid

    Hübriid otsing

    Hübriidotsing võimaldab kombineerida semantilise otsingu märksõnade otsinguga. Antud funktsionaalsus on eriti kasulik, kui otsida nt konkreetset õppeaine vms koodi.

    Settings

    Choosing a model

    • OpenAI GPT-3.5 Turbo - the model is relatively fast, but gives somewhat simple or not very meaningful answers.

    • OpenAI GPT-3.5 Turbo 16k - the model is relatively fast, but gives somewhat simple or not very meaningful answers.

    • OpenAI GPT-4 -the model gives good and meaningful answers, but the generation of answers by the model takes time at the moment, and the user has to be patient.

    • OpenAI GPT-4 Turbo -the model gives good and meaningful answers, but the generation of answers by the model takes time at the moment, and the user has to be patient.

    Itelligent search sources and filters

    Hybrid search

    Hybrid search allows you to combine semantic search with keyword search. This functionality is especially useful when looking for a specific term like course codes.

    image-20240320-074021.pngImage Added

    Piirangud ja edasised arendused

    Funktsionaalsuse piirangud

    • Puudub vestluse (chat) funktsionaalsus, tehisaru ei jäta meelde su eelnevat

    küsimsut

    • küsimust ja ei oska selle pealt edasisi

    täpsutusi

    • täpsustusi teha. Tulevikus soovime selle lisada.

    • Tulevikus soovime uuendada “embeddings” mudelit text-embedding-ada-002 uuemate ja

    võimekate

    • võimekamate vastu. See võimaldaks leida algselt küsija küsimuse peale meie algallikate seast veelgi täpsemad ja paremad vastused.

    • Kontaktide leidmise funktsionaalsus

    • Tehisaru ei otsi informatsiooni internetist.

    Plaanis tulevikus lisada juurde algallikatena:

    • Siseportaali iseteeninduse osa, et tehisaru oskaks soovitada,

    et kus kohast
    oskasks
    Ülikooli kontaktid

    Limitations and backlog of developments

    Functionality limitations

    • There is no chat functionality, the artificial intelligence does not remember your previous question and cannot make further clarifications based on it. We would like to add it in the future.

    • In the future, we would like to upgrade the current embeddings model text-embedding-ada-002 to newer and more capable one. This would make it possible to find even more accurate and better answers to the question of the original asker from among our original sources.

    • Functionality of finding contacts

    • AI does not look for information on the Internet.

    We plan to add more as original sources in the future:

    • The self-service part of the internal portal, so that

    Tehisaru
    University contacts

    Teadaolevad vead

    Warning

    • Kui oled jätnud otsingu ekraanil pikemalt mitte aktiivsena veebilehitsejas lahti, siis rakenduse sessioon aegub ning seejärel rakendus annab küsimusele veateate. Sellisel juhul värskenda veebilehte, mille järel algab uus aktiivne sessioon ning saad tööd jätkata.

    Known errors

    Warning

    • If you have left the search on the screen not active for a long time in the web browser, the application session expires and then the application gives an error message to your question. In this case, refresh the website and a new active session will start and you can continue working.