i dZddlZddlmZmZej dZej dZej dejZ ej dZ dZ d e d eee e ffd Zy) u Genesis Persistent Context Architecture — fast_extract Story 2.03 — Track B Fast deterministic entity + intent extraction from task payloads. Pure Python, zero I/O, runs in <1ms. NO LLM calls. N)TupleListzG[A-Za-z_][A-Za-z0-9_/\\.]+\.(py|ts|js|json|md|sql|yaml|yml|sh|html|css)z*(?:def|class|function|async\s+def)\s+(\w+)zK\b(redis|postgres|qdrant|telnyx|gemini|openrouter|ghl|n8n|ollama|sunaiva)\bz@\b[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}\b task_payloadreturncg}g}dD]F}|j|}t|ts%|js6|j |Hdj |}|sgdfSt j|D]"}|j |jd$tj|D]"}|j |jd$tj|D]0}|j |jdj2tj|D]"}|j |jd$t}g}|D]E} | j|vs|j| j|j | Gd} dD]P}|j|}t|ts%|js6|jdt} || fS|| fS)u0 Extract entities and intent from a task payload. Args: task_payload: Dict with optional 'prompt', 'description', 'file', 'code' keys Returns: (target_entities, intent_string) — both always populated Empty list and empty string for cold start / missing fields )prompt descriptiontaskcodefilecontext r)r r r N)get isinstancestrstripappendjoin FILE_PATH_REfinditergroup FUNCTION_RE SERVICE_RElower SESSION_ID_REsetaddMAX_INTENT_LENGTH) rentities text_sourceskeyval combined_textmatchseenunique_entitieseintents 1/mnt/e/genesis-system/core/memory/fast_extract.py fast_extractr-sHLK%s# c3 CIIK    $% HH\*M Bx&&}5( A'(%%m4( A'($$]30 A,,./0'' 6( A'(D!#O & 779D HHQWWY   " "1 %& F0s# c3 CIIKYY[!3"34F  V $$  V $$)__doc__retypingrrcompilerr IGNORECASErrr!dictrr-r.r,r6s rzzde bjjFG RZZfhjhuhu v  ^_ 9%t9%d3in(=9%r.