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Feature_knowledge graph with job tittles and resume skills and experiences #9

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OscarArroyoVega opened this issue May 28, 2024 · 1 comment

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@OscarArroyoVega
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OscarArroyoVega commented May 28, 2024

Steps:
-Extract the list of skills and experiences from the resume (refer to other features where this is already implemented).
-Generate (using the LLM again) a list of skills and experiences for each job title in the list.
-Create a graph to visualize the relationships.

@OscarArroyoVega OscarArroyoVega converted this from a draft issue May 28, 2024
@OscarArroyoVega OscarArroyoVega moved this from Todo to In Progress in @LLM_Resume_optimizer_Unify Jun 5, 2024
@OscarArroyoVega OscarArroyoVega changed the title Feature_RAdar chart with job tittles Feature_knowledge graph with job tittles and resume skills and experiences Jun 5, 2024
@OscarArroyoVega
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how to proceed

requirements: networkx package

  • extract skills and experiences from Resume ( nodes/category"skills")
  • generate N job titles
  • extract requirements from job titles (nodes/category"requirements")
  • generate similarity matrix between requirements and resume skills
  • do the graph ( scheme will be provided soon)

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