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Standard-Labs / real-intent

Python SDK and abstracted interface for BigDBM's API.
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Generate insights for each lead #98

Closed preritdas closed 1 month ago

preritdas commented 1 month ago

Closes #93.

Implements the generation of an insight for each lead, keeping overall insights in context.

Summary by CodeRabbit

Release Notes

coderabbitai[bot] commented 1 month ago

Walkthrough

The changes introduce a new file, real_intent/analyze/insights/many.py, which implements functionality for generating insights from Personally Identifiable Information (PII) data using OpenAI's language model. It defines two classes, OpenAIInsightsGenerator and ValidatedInsightsGenerator, both extending BaseAnalyzer. These classes include methods for analyzing PII data and generating structured insights, while also incorporating validation information. Additionally, data models for insights are defined using Pydantic for validation and structure.

Changes

File(s) Change Summary
real_intent/analyze/insights/many.py Introduced OpenAIInsightsGenerator and ValidatedInsightsGenerator classes for generating insights from PII data. Added LeadInsights and ValidatedLeadInsights models. Methods for analysis and validation extraction implemented.

Assessment against linked issues

Objective Addressed Explanation
Add insights for each lead in integrations (#93) ✅

Possibly related PRs

Poem

🐇 In the meadow where insights bloom,
A rabbit hops to dispel the gloom.
With PII in hand, we craft and weave,
New tales of leads, oh, how they cleave!
CSVs now dance with insights bright,
A joyful leap into the night! 🌙

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preritdas commented 1 month ago

@coderabbitai resolve

coderabbitai[bot] commented 1 month ago
Actions performed Comments resolved.