ai-agent-book 精选快照（<2MB 代码与文档，来自 github.com/bojieli/ai-agent-book）

chapter3/contextual-retrieval-for-user-memory/data/chunk_store.json/proactive_test_user_advanced_memory.json

@@ -0,0 +1,71 @@
+{
+  "user_id": "proactive_test_user",
+  "type": "advanced_json_cards",
+  "updated_at": "2026-07-30T06:02:48.852948",
+  "categories": {
+    "travel": {
+      "passport_info": {
+        "backstory": "User mentioned passport details when booking international travel",
+        "date_created": "2026-07-30 06:02:48",
+        "person": "Jessica Thompson (primary)",
+        "relationship": "primary account holder",
+        "passport_number": "XXXXX1234",
+        "expiration_date": "2026-09-13",
+        "issuing_country": "USA",
+        "_metadata": {
+          "created_at": "2026-07-30T06:02:48.852354",
+          "updated_at": "2026-07-30T06:02:48.852357"
+        }
+      },
+      "tokyo_trip_jan_2025": {
+        "backstory": "User booked a trip to Tokyo for late January",
+        "date_created": "2026-07-30 06:02:48",
+        "person": "Jessica Thompson (primary)",
+        "relationship": "primary account holder",
+        "destination": "Tokyo, Japan",
+        "departure_date": "2026-08-29",
+        "return_date": "2026-09-05",
+        "airline": "United Airlines",
+        "booking_reference": "UA1234567",
+        "_metadata": {
+          "created_at": "2026-07-30T06:02:48.852619",
+          "updated_at": "2026-07-30T06:02:48.852620"
+        }
+      }
+    },
+    "medical": {
+      "annual_checkup_2025": {
+        "backstory": "User scheduled annual physical exam",
+        "date_created": "2026-07-30 06:02:48",
+        "person": "Jessica Thompson (primary)",
+        "relationship": "primary account holder",
+        "appointment_type": "Annual Physical",
+        "doctor": "Dr. Sarah Chen",
+        "clinic": "Portland Medical Center",
+        "date": "2026-08-04",
+        "time": "09:00 AM",
+        "fasting_required": true,
+        "_metadata": {
+          "created_at": "2026-07-30T06:02:48.852791",
+          "updated_at": "2026-07-30T06:02:48.852793"
+        }
+      }
+    },
+    "insurance": {
+      "travel_insurance_2024": {
+        "backstory": "User has annual travel insurance that needs renewal",
+        "date_created": "2026-07-30 06:02:48",
+        "person": "Jessica Thompson (primary)",
+        "relationship": "primary account holder",
+        "provider": "SafeTravel Insurance",
+        "policy_number": "ST-2024-789456",
+        "expiration_date": "2026-08-19",
+        "coverage": "International travel medical and trip cancellation",
+        "_metadata": {
+          "created_at": "2026-07-30T06:02:48.852946",
+          "updated_at": "2026-07-30T06:02:48.852947"
+        }
+      }
+    }
+  }
+}

chapter3/contextual-retrieval-for-user-memory/data/chunk_store.json/test_user_contextual_advanced_memory.json

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+{
+  "user_id": "test_user_contextual",
+  "type": "advanced_json_cards",
+  "updated_at": "2026-07-30T06:02:46.252409",
+  "categories": {
+    "financial": {
+      "bank_account_primary": {
+        "backstory": "User shared their banking details while setting up automatic bill payments",
+        "date_created": "2024-01-15 10:30:00",
+        "person": "John Smith (primary)",
+        "relationship": "primary account holder",
+        "bank_name": "Chase Bank",
+        "account_type": "checking",
+        "account_ending": "4567",
+        "routing_number": "021000021",
+        "purpose": "primary checking for bills",
+        "_metadata": {
+          "created_at": "2026-07-30T06:02:46.250690",
+          "updated_at": "2026-07-30T06:02:46.250698"
+        }
+      }
+    },
+    "medical": {
+      "doctor_dermatologist_sarah": {
+        "backstory": "User needed to schedule a dermatology appointment for their daughter's skin condition",
+        "date_created": "2024-01-16 14:00:00",
+        "person": "Sarah Smith (daughter)",
+        "relationship": "family member",
+        "doctor_name": "Dr. Emily Johnson",
+        "specialty": "Pediatric Dermatology",
+        "clinic": "Children's Health Center",
+        "phone": "555-0123",
+        "condition_treated": "eczema",
+        "_metadata": {
+          "created_at": "2026-07-30T06:02:46.251071",
+          "updated_at": "2026-07-30T06:02:46.251075"
+        }
+      }
+    },
+    "travel": {
+      "passport_jessica": {
+        "backstory": "User mentioned passport expiration while planning international travel",
+        "date_created": "2024-12-20 09:00:00",
+        "person": "Jessica Thompson (primary)",
+        "relationship": "primary account holder",
+        "passport_number": "XXXXX1234",
+        "expiration_date": "2025-02-18",
+        "issuing_country": "USA",
+        "needs_renewal": true,
+        "_metadata": {
+          "created_at": "2026-07-30T06:02:46.251297",
+          "updated_at": "2026-07-30T06:02:46.251300"
+        }
+      },
+      "tokyo_trip_january": {
+        "backstory": "User booked a trip to Tokyo for a business conference",
+        "date_created": "2024-12-22 11:00:00",
+        "person": "Jessica Thompson (primary)",
+        "relationship": "primary account holder",
+        "destination": "Tokyo, Japan",
+        "departure_date": "2025-01-25",
+        "return_date": "2025-02-01",
+        "purpose": "business conference",
+        "hotel": "Hilton Tokyo",
+        "flight": "UA837",
+        "_metadata": {
+          "created_at": "2026-07-30T06:02:46.252403",
+          "updated_at": "2026-07-30T06:02:46.252406"
+        }
+      }
+    }
+  }
+}

chapter3/contextual-retrieval-for-user-memory/data/chunk_store.json/test_user_layer1_04_airline_booking_advanced_memory.json

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+{
+  "user_id": "test_user_layer1_04_airline_booking",
+  "type": "advanced_json_cards",
+  "updated_at": "2026-07-30T06:02:48.701807",
+  "categories": {
+    "financial": {
+      "financial_layer1_0": {
+        "backstory": "Information about financial topics discussed in conversation",
+        "date_created": "2026-07-30 06:02:48",
+        "person": "User (primary)",
+        "relationship": "primary account holder",
+        "conversation_id": "layer1_04_airline_booking",
+        "topics": [
+          "payment",
+          "credit"
+        ],
+        "extracted_from": "3 conversation chunks",
+        "extraction_method": "fallback_keywords",
+        "_metadata": {
+          "created_at": "2026-07-30T06:02:48.701790",
+          "updated_at": "2026-07-30T06:02:48.701796"
+        }
+      }
+    }
+  }
+}

chapter3/contextual-retrieval-for-user-memory/data/chunk_store.json/test_user_layer3_01_travel_coordination_advanced_memory.json

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+{
+  "user_id": "test_user_layer3_01_travel_coordination",
+  "type": "advanced_json_cards",
+  "updated_at": "2025-09-25T21:29:18.255280",
+  "categories": {
+    "travel": {
+      "passport_renewal_urgency": {
+        "backstory": "Jessica learned her passport expires Feb 18 2025 and she has a January business trip to Tokyo; renewal recommended by October.",
+        "date_created": "2024-06-12 14:22:00",
+        "person": "Jessica Martinez (primary)",
+        "relationship": "primary account holder",
+        "passport_number": "487223901",
+        "expiration_date": "2025-02-18",
+        "renewal_method": "mail (DS-82)",
+        "expedited_fee": 60,
+        "total_expedited_cost": 190,
+        "mailing_address": "National Passport Processing Center, PO Box 90955, Philadelphia, PA 19190-0955",
+        "deadline_to_submit": "early October 2024",
+        "_metadata": {
+          "created_at": "2025-09-25T21:29:18.253893",
+          "updated_at": "2025-09-25T21:29:18.253906"
+        }
+      },
+      "tokyo_trip": {
+        "backstory": "User booked a trip to Tokyo in previous conversations",
+        "date_created": "2025-09-25 21:29:18",
+        "person": "Jessica Thompson (primary)",
+        "relationship": "primary account holder",
+        "destination": "Tokyo, Japan",
+        "departure_date": "2025-01-25",
+        "return_date": "2025-02-01",
+        "purpose": "business conference",
+        "_metadata": {
+          "created_at": "2025-09-25T21:29:18.254912",
+          "updated_at": "2025-09-25T21:29:18.254915"
+        }
+      },
+      "passport_jessica": {
+        "backstory": "User's passport expiration was mentioned when booking travel",
+        "date_created": "2025-09-25 21:29:18",
+        "person": "Jessica Thompson (primary)",
+        "relationship": "primary account holder",
+        "passport_number": "XXXXX1234",
+        "expiration_date": "2025-02-18",
+        "issuing_country": "USA",
+        "needs_renewal": true,
+        "_metadata": {
+          "created_at": "2025-09-25T21:29:18.255272",
+          "updated_at": "2025-09-25T21:29:18.255275"
+        }
+      }
+    }
+  }
+}