AI-RAG-LLM Chatbot - Full stack developer

Please login or register as jobseeker to apply for this job.

TYPE OF WORK

Gig

SALARY

$10 Per hour

HOURS PER WEEK

15

DATE UPDATED

Mar 26, 2025

JOB OVERVIEW

Connect any chatbot API with our Ragie.ai vector DB API and run simple LLM FAQs. We are seeking an experienced AI/LLM full stack developer to a connect any chatbot API to our Ragie.ai account and run FAQ queries utilising LLM AI. You need direct experience with www.ragie.ai and specifically connecting a chatbot to their vector storage to run basic queries, which retrieves answers from 10 x PDFs that has been uploaded to Ragies vector silo.

This is a very simple project, but it will lead to more tasks to make this chatbot more sophisticated, but we need a step by step approach.

SKILL REQUIREMENT
VIEW OTHER JOB POSTS FROM:
SHARE THIS POST
facebook linkedin
  BENCHMARKS  
Loading Time: Base Classes  0.0021
Controller Execution Time ( Jobseekers / Job )  0.0202
Total Execution Time  0.0231
  GET DATA  
No GET data exists
  MEMORY USAGE  
1,483,408 bytes
  POST DATA  
No POST data exists
  URI STRING  
jobseekers/job/AI-RAG-LLM-Chatbot-Full-stack-developer-1342835
  CLASS/METHOD  
jobseekers/job
  DATABASE:  onlinejobs (Jobseekers:$db)   QUERIES: 13 (0.0118 seconds)  (Hide)
0.0004   SELECT *
                                
FROM exrates
                                WHERE rate_name 
'USD-PHP' 
0.0009   SELECT *
FROM `employer_jobs`
WHERE `job_id` = 1342835
 LIMIT 1 
0.0005   SELECT *
FROM `employers`
WHERE `employer_id` = 636724
 LIMIT 1 
0.0011   SELECT COUNT(*) AS `numrows`
FROM `t_thread` `t`
LEFT JOIN `t_thread_misc` `miscON `t`.`id` = `misc`.`thread_id`
WHERE `t`.`job_id` = 1342835
AND `misc`.`idIS NULL 
0.0005   SELECT e.business_namee.logoe.websitee.rebill_datee.date_added member_datehitsDATEDIFF('2026-08-13',ej.date_added) duration_daysDATEDIFF('2026-08-13',e.rebill_date) duration_rebillej.*, e.deactivate FROM employers eemployer_jobs ej WHERE e.employer_id ej.employer_id AND
                                   ((
e.user_level >= '500' AND ej.date_added <= e.rebill_date)
                                   OR 
e.employer_id '' OR (ej.date_approved <> '2000-01-01' and DATEDIFF('2026-08-13',ej.date_added) <= 14 ))
                                   AND 
e.deactivate != AND ej.deleted AND job_id '1342835' 
0.0008   SELECT *
FROM `employer_jobs_skills` `ejs`
LEFT JOIN `skills_categories` `scON `ejs`.`skill_id` = `sc`.`id`
WHERE `job_id` = 1342835 
0.0008   UPDATE employer_jobs SET hit_counts '***Mar-26-2025=190***Mar-27-2025=16***Mar-28-2025=7***Mar-29-2025=5***Mar-30-2025=2***Mar-31-2025=3***Apr-01-2025=4***Apr-03-2025=1***Apr-04-2025=1***Apr-05-2025=1***Apr-07-2025=3***Apr-08-2025=2***Apr-09-2025=5***Apr-11-2025=1***Apr-16-2025=2***Apr-17-2025=1***Apr-20-2025=1***Apr-28-2025=1***Apr-29-2025=1***May-04-2025=4***May-07-2025=2***May-22-2025=2***May-27-2025=2***May-28-2025=2***Jun-17-2025=1***Jun-21-2025=2***Jun-24-2025=2***Jun-28-2025=1***Jun-29-2025=3***Jun-30-2025=2***Jul-02-2025=1***Jul-05-2025=1***Jul-13-2025=1***Jul-16-2025=1***Jul-19-2025=2***Jul-21-2025=1***Jul-30-2025=1***Aug-10-2025=2***Aug-12-2025=1***Aug-19-2025=1***Aug-23-2025=1***Sep-12-2025=1***Sep-19-2025=1***Sep-20-2025=1***Sep-25-2025=1***Sep-27-2025=1***Sep-28-2025=1***Oct-03-2025=1***Oct-09-2025=1***Oct-15-2025=1***Oct-28-2025=2***Nov-18-2025=1***Nov-19-2025=1***Dec-02-2025=1***Dec-05-2025=1***Dec-14-2025=1***Dec-16-2025=1***Dec-19-2025=1***Dec-25-2025=1***Dec-26-2025=1***Jan-01-2026=1***Jan-02-2026=1***Jan-07-2026=1***Jan-11-2026=1***Jan-14-2026=2***Jan-17-2026=1***Jan-21-2026=1***Jan-26-2026=1***Jan-28-2026=1***Jan-30-2026=1***Feb-03-2026=1***Feb-05-2026=1***Feb-08-2026=1***Feb-10-2026=2***Feb-15-2026=1***Feb-16-2026=1***Feb-18-2026=1***Feb-20-2026=1***Feb-22-2026=2***Feb-25-2026=1***Feb-28-2026=2***Mar-01-2026=1***Mar-03-2026=2***Mar-04-2026=1***Mar-08-2026=1***Mar-09-2026=1***Mar-10-2026=1***Mar-17-2026=1***Mar-24-2026=1***Mar-26-2026=2***Mar-29-2026=1***Apr-06-2026=1***Apr-13-2026=1***Apr-21-2026=1***Apr-27-2026=1***Apr-29-2026=1***Apr-30-2026=2***May-03-2026=1***May-07-2026=1***May-08-2026=1***May-09-2026=2***May-10-2026=1***May-12-2026=1***May-18-2026=1***Jun-04-2026=1***Jun-05-2026=2***Jun-10-2026=2***Jun-12-2026=1***Jun-13-2026=1***Jun-15-2026=1***Jun-17-2026=1***Jun-18-2026=1***Jun-20-2026=1***Jun-24-2026=2***Jul-07-2026=1***Jul-09-2026=1***Jul-11-2026=1***Jul-12-2026=1***Jul-22-2026=1***Jul-23-2026=1***Jul-24-2026=1***Jul-29-2026=2***Aug-01-2026=1***Aug-08-2026=2***Aug-13-2026=1' WHERE job_id'1342835'  
0.0005   UPDATE employer_jobs SET monthly_hits '***Mar-2025=223***Apr-2025=24***May-2025=12***Jun-2025=11***Jul-2025=8***Aug-2025=5***Sep-2025=6***Oct-2025=5***Nov-2025=2***Dec-2025=7***Jan-2026=11***Feb-2026=14***Mar-2026=12***Apr-2026=7***May-2026=8***Jun-2026=13***Jul-2026=9***Aug-2026=4' WHERE job_id'1342835'  
0.0015   SELECT date_sent FROM jobseeker_sent_emails WHERE jobseeker_id '' AND job_id '1342835' AND status LIKE 'sent%' ORDER BY id DESC  
0.0003   SELECT *
FROM `employer_jobs_skills` `ejs`
LEFT JOIN `skills_categories` `scON `ejs`.`skill_id` = `sc`.`id`
WHERE `job_id` = 1342835 
0.0029   SELECT COUNT(*) AS `numrows`
FROM `employer_jobs`
WHERE `employer_id` = '636724'
AND `date_added` >= '2022-06-08' 
0.0004   select from teasers 
0.0014   SELECT FROM skill_categories WHERE skill_cat_id='' 
  HTTP HEADERS  (Show)
  SESSION DATA  (Show)
  CONFIG VARIABLES  (Show)