Ë õ¡Ÿj ãó¬—dZddlmZddlZddlZddlmZddlmZddl m Z m Z m Z ddl mZeje«ZdZd d „Z d d „Zy) zŠ author: Yagnik Poshiya organization: Webbrains Technologies Private Limited Dedicated MongoDB result verifier for query quality gating. é)Ú annotationsN)ÚAny)ÚSettings)ÚGenerationConfigÚ LLMClientÚLLMUsage)Úbuild_llm_clientaYYou are a MongoDB result quality-gate for a RAG agent. You receive: - Visitor question - Mongo schema context - Generated Mongo query spec JSON - Query result (JSON rows or error text) Output JSON only: { "verdict": "pass" | "retry", "reason": "one-line explanation", "feedback": "actionable fix hint (only when retry)" } Rules: 1. pass when result is reasonably useful for the question. 2. retry when error, empty irrelevant result, wrong collection, wrong filter, missing aggregation, or unsupported operators. 3. feedback must be concrete and actionable. 4. No extra text outside JSON. cóB—t|j|j«S)N)r Úsql_verifier_providerÚsql_verifier_model)Úsettingss úL/var/www/html/agent-engine/apps/agents/rag-agent/src/agent/mongo_verifier.pyÚ_build_verifier_clientr-s€ä ˜H×:Ñ:¸H×ÀÀTÀcÀ ÔKØ!Ð-IÐWYÑZÐ\`×\fÑ\fÐfÒfðgúsÁ2EÅ>FÆF)r rÚreturnr) r rr-r*r.r*r/r*r0r*r7ztuple[dict[str, Any], LLMUsage])Ú__doc__Ú __future__rr!ÚloggingÚtypingrÚconfig.settingsrÚllm.baserrrÚ llm.factoryr Ú getLoggerr)r$rrr6©rrúrAsƒðñõ#ã ÛÝå$ß:Ñ:Ý(à ˆ× Ñ ˜8Ó $€ðÐó2Yð #Øð#ðð#ðð #ð ð #ð ð #ð%ô#r