[FEATURE]: augmented prompts

[sarob]

Feature summary

json data to local neo4j

Feature description

• move the existing json data to a local neo4j instance
• New community maintained performance.json file
• Performance.json includes keywords, companies, recruiters, and other data points to improve prompt accuracy and application performance
• As the performance.json get updated, then next code run updates the database from the json
• Create augmented prompts by pulling data from graph db
• Optional use the user data on success, failure, answers to further personalize the prompts and applications
• Optional move strings to graph db as well.

@sarob Can you list out RAG use cases? Resume & Job Description are small enough to use without RAG.

Motivation

augmented prompts should provide better results

Alternatives considered

just improve the strings file to include updated, improve prompt language. less complex and more operationally reliable to support with a few maintainers.

Additional context

No response