AI Campus • Prayogika kalike

Halavu Channel AI Automation Bot

Nijavaada channels connect athava delivery enable maaduva modalu local ticket classification mattu draft workflow kattiri.

Build guide mattu modalu bekaada tayari

Ee maargadarshi anusarisikondu nimma application katti, parikshe maadi mattu kandukonda phalitaamsha bareyiri.

  • Basic JSON mattu HTTP/webhook concepts gottirali.
  • Kalpita ticket examples mattu spashta category/priority rubric beku.

Bekaada tools mattu free aaykegalu

  • Python athava local aagi install maadida n8n
  • SQLite
  • Local JSON fixtures
  • Bekiddare local model

Veccha: Local Python prototype ge provider fees illa. n8n hosting mattu connected services ge pratyeka terms ive; cloud messaging athava model APIs aaykegalu, kharchaagabahudu.

Hanta-hantavaagi kattiri

  1. 1. Event schema nirdharisi

    Event ID, channel, sender alias mattu body iruva sample events kattiri. Kalpita data balasi. Labels invent maadalu model ge keluva badalu anumatisida categories mattu priorities udaaharanegalondige bareyiri.

  2. 2. Manual-input workflow kattiri

    Mooru fixtures load maadalu local Python script athava n8n manual trigger balasi. Prati channel annu onde schema ge normalize maadi; ID illada athava ati dodda body iruva events reject maadi. Innu nijavaada inbox connect maadabedi.

  3. 3. Classification mattu draft pratyekisi

    Unknown category iruva deterministic keyword baseline kattiri. Bekiddare validated JSON koduva local model jothe holisi. Proposed reply annu draft field aagi maatra tayaarisi; automatic send action aagi alla.

  4. 4. Processing matte maadalu saadhyavaagirali

    Event IDs mattu results SQLite nalli store maadi. Ade event eradu sala bandare eradane reply kattade haleya result kodi. Retries daakhalisi; ondu malformed payload inda idi batch nilladante bad events pratyekisi.

  5. 5. Review queue serisi

    Original text, classification kaarana, proposed reply mattu spashta reviewed state torisi. Outbound delivery credentials serisabedi. Rubric mattu test set sudhaarisalu reviewer enu badalaayisidaru endu daakhalisi.

  6. 6. Integration modalu test maadi

    Duplicate, malformed, urgent mattu aspashta fixtures matte run maadi. Ondu kooda outbound message hogilla mattu prati event ge visible status ide endu khachitapadisi. Nijavaada email/Discord/GitHub adapters ge pratyeka credentials, permission checks mattu sandbox delivery test beku.

Nireekshita output mattu parikshe

Local normalized event pipeline mattu review queue. Ee guide nijavaada channel connections athava automatic replies odagisuvudilla, enable kooda maaduvudilla.

  • Event matte run maadidare kelasa duplicate aagabaradu.
  • Unknown classifications review ge hogabeku.
  • Fixture run message kaluhisabaradu athava external account badalaayisabaradu.

Official maahiti moolagalu

Odalu free. Software setup, model access mattu hosted sevegalige avugala niyamagalu anvayisuttave. Moolagalannu 3 November 2026 randu parisheelisalagide.

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