},jEdZddlmZddlZddlmZddlmZddlm Z ddl m Z m Z ejeZd dZd d Zy) uKExtraction pipeline: prefilter → LLM (with regex fallback) → PartQuery.) annotationsN)Settings)is_part_request)extract_with_regex) PartQueryPostc\|jdk(rddlm}|||Sddlm}|||S)z(Dispatch to the configured LLM provider. anthropicr)extract_with_llm)extract_with_openai) llm_provider*agent_samochodowy.extraction.llm_extractorr -agent_samochodowy.extraction.openai_extractorr )postsettingsr r s L/var/www/html/agent.samochodowy/src/agent_samochodowy/extraction/__init__.py_extract_with_llmrs0 +Oh//Q tX ..ct|js!tjd|jy |j r t ||}n+tjd|jt|}|js!tjd|jy|S#t$r.tjd|jt|}YewxYw)zRun the full extraction pipeline on a post. Returns PartQuery if the post is a part request, None if it should be skipped. zPost %s skipped by pre-filterNz0No LLM API key, using regex fallback for post %sz8LLM extraction failed for post %s, falling back to regexz.Post %s classified as non-request by extractor) rtextloggerdebugpost_id llm_api_keyrinfor Exception exception)rrquerys rextractrs 499 % 4dllC)   %dH5E KKJDLL Y&t,E   Et||T L )SUYUaUab"4()sAB++4C"!C")rrrrreturnr)rrrrr zPartQuery | None)__doc__ __future__rloggingagent_samochodowy.configr&agent_samochodowy.extraction.prefilterr,agent_samochodowy.extraction.regex_extractorragent_samochodowy.modelsrr getLogger__name__rrrrrr+s6Q"-BK4   8 $ /r