- Implemenations of LLM Agents for evaluating and screening applicants using RAG, CoT and other techniques
- Review work experience such as Leadership experience and other required skills in the job description
pnpm ts-node --esm src/requirements_review/index.ts
- Using ReAct and SerpAPI for prediction
pnpm ts-node --esm src/predict_industry.ts Tesla
{ output: 'an automotive and energy company.' }
pnpm ts-node --esm src/predict_industry.ts "PG&E"
{ output: 'Utility company' }
pnpm ts-node --esm src/predict_industry.ts Noxx https://noxx.xyz
{ output: 'a payment and resume creation service.' }
- Count the number of times a skill is mentioned in a resume
pnpm ts-node --esm src/review_skills/index.ts
- Measure skills based on Proficiency levels
# Knowledge proficiency level
Expert: Design and optimize architectures of multiple projects using this knowledge. Lead multiple teams. Mentored people.
Advanced: Have used in multiple projects. Collaborate with members. Maintained a project.
Intermediate: Have used in or completed a production level project. Used in a part of a project.
Novice: Understands the concept.
pnpm ts-node --esm src/measure_skills/index.ts
Review coverletter and give matching scores to the job description
- Add jd.json under
src/test/ - add
cover_letter_xx.txtundersrc/test/and run:
NODE_NO_WARNINGS=1 pnpm ts-node --esm src/cover_letter_review.ts
- Parse resume using Sovren
- Place resumes under
resume/{company_name}/ - Run:
pnpm ts-node --esm src/resume_parser/index.ts
- Update Airtable record
- Set
AIRTABLE_API_KEY,RECUITMENT_POC_BASE_IDandJOB_APPLICANTS_TABLE_ID(table name you would want to update) in .env - Run the script
// pnpm ts-node --esm src/insert_{functions}.ts
pnpm ts-node --esm src/insert_requirements.ts