Analyzer Module

analyzer.py runs compliance analysis over a vectorstore of contract pages.

Workflow per question:

1. Retrieve top-k chunks from the vectorstore.

2. Build a prompt using requirement + context.

3. Call Ollama (llama3) to generate JSON response.

4. Parse and validate the response using Pydantic.

5. Retry once if parsing fails.

Key Functions

• analyze_compliance(job_id) → Returns serialized ComplianceReport for all 5 questions.

• _analyze_single_question(llm, vs, question, job_id) → Internal, runs analysis for a single question.

• _try_parse_response(raw) → Cleans JSON output and parses it.

• _format_context(docs) → Formats retrieved chunks into prompt context.