DidZddlZddlmZdZddededefdZdd eded efd Zdefd Z e d k(rddl Z ddl Z de jvreded eZededej!ddZee j$edeedej'ddZee j$edeyyy#e$r*ZededdlZej0YdZ[ydZ[wwxYw)ae Mem0 Memory Orchestration Layer Sits over existing Qdrant + PostgreSQL + Redis stack Auto-extracts facts from agent sessions, deduplicates, stores per user_id Provider compatibility (mem0ai 1.0.4): - LLM provider: "gemini" (NOT "google") - Embedder provider:"gemini" (NOT "google") - Qdrant config: use "url" with https:// prefix + api_key field N)Memoryctjjdxstjjd}tjjdd}tjjdd}tjjdd}|r|s tdd |d |}d ||d d dddd|dddd|ddd}t j |S)NGEMINI_API_KEY_NEWGEMINI_API_KEYGENESIS_QDRANT_HOSTGENESIS_QDRANT_PORT6333GENESIS_QDRANT_API_KEYzGENESIS_QDRANT_HOST and GENESIS_QDRANT_API_KEY environment variables are required. Set them in config/secrets.env or your environment.zhttps://:qdrantgenesis_mem0_gemini_768i)urlapi_keycollection_nameembedding_model_dims)providerconfiggeminizgemini-2.0-flash)modelrzgemini-embedding-001) vector_storellmembedder)osenvironget ValueErrorr from_config) gemini_key qdrant_host qdrant_portqdrant_api_key qdrant_urlrs ./mnt/e/genesis-system/core/mem0_integration.pyget_mem0_clientr%s 45YHX9YJ**..!6;K**..!6?KZZ^^$Call at end of every agent session to extract + store memories)r(r))r%add)r'r(r)mresults r$add_session_memoryr.>s$A UU%wU JF Mr&querytop_kc>t}|j|||S)z/Query memories for a user before task execution)r(limit)r%search)r/r(r0r,s r$query_memoriesr4EsA 88E7%8 88r&c:t}|j|S)Nr()r%get_all)r(r,s r$get_all_memoriesr8KsA 99W9 %%r&__main__z--testz=== Mem0 Integration Test ===z=Building client (Gemini LLM + Gemini Embed + Qdrant HTTPS)...zClient built OK.z Adding test memory...zTest memory: Genesis uses Gemini 2.0 Flash for computer use tasks. ReceptionistAI targets Australian tradies at $497/mo. Session 58 had voice widget go LIVE. genesis_testr6)indentdefaultz# Searching memories for 'Gemini'...GeminizERROR: )genesis))__doc__rmem0rr%strr.intr4r8__name__sysjsonargvprintr,r+r-dumpsr3results Exceptione traceback print_excr&r$rQsH  (&V39#99C9 &c&  z388 -. MN "!A $ % + ,UU7' F *$**VAs; < 8 9hhxh@G *$**WQ< =!& " GA3-  I   ! ! "sA;CD DD