nvps增强检索工程
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2025-11-07 18:21:17.669 [main] 55 INFO com.bw.search.Application - Starting Application on maojian with PID 72232 (D:\eclipseWork\RagEngine\target\classes started by 55007 in D:\eclipseWork\RagEngine)
2025-11-07 18:21:17.676 [main] 651 INFO com.bw.search.Application - No active profile set, falling back to default profiles: default
2025-11-07 18:21:17.719 [background-preinit] 127 WARN o.s.h.converter.json.Jackson2ObjectMapperBuilder - For Jackson Kotlin classes support please add "com.fasterxml.jackson.module:jackson-module-kotlin" to the classpath
2025-11-07 18:21:18.738 [main] 92 INFO o.s.boot.web.embedded.tomcat.TomcatWebServer - Tomcat initialized with port(s): 8001 (http)
2025-11-07 18:21:18.744 [main] 173 INFO org.apache.coyote.http11.Http11NioProtocol - Initializing ProtocolHandler ["http-nio-8001"]
2025-11-07 18:21:18.744 [main] 173 INFO org.apache.catalina.core.StandardService - Starting service [Tomcat]
2025-11-07 18:21:18.744 [main] 173 INFO org.apache.catalina.core.StandardEngine - Starting Servlet engine: [Apache Tomcat/9.0.30]
2025-11-07 18:21:18.816 [main] 173 INFO o.a.c.c.ContainerBase.[Tomcat].[localhost].[/nvps] - Initializing Spring embedded WebApplicationContext
2025-11-07 18:21:18.816 [main] 284 INFO org.springframework.web.context.ContextLoader - Root WebApplicationContext: initialization completed in 1094 ms
2025-11-07 18:21:19.120 [main] 171 INFO o.s.scheduling.concurrent.ThreadPoolTaskExecutor - Initializing ExecutorService 'applicationTaskExecutor'
2025-11-07 18:21:19.302 [main] 171 INFO o.s.scheduling.concurrent.ThreadPoolTaskScheduler - Initializing ExecutorService 'taskScheduler'
2025-11-07 18:21:19.307 [main] 58 INFO o.s.b.actuate.endpoint.web.EndpointLinksResolver - Exposing 2 endpoint(s) beneath base path '/actuator'
2025-11-07 18:21:19.363 [main] 347 INFO org.apache.kafka.clients.admin.AdminClientConfig - AdminClientConfig values:
bootstrap.servers = [node-01:19092, node-02:19092, node-03:19092]
client.dns.lookup = default
client.id =
connections.max.idle.ms = 300000
metadata.max.age.ms = 300000
metric.reporters = []
metrics.num.samples = 2
metrics.recording.level = INFO
metrics.sample.window.ms = 30000
receive.buffer.bytes = 65536
reconnect.backoff.max.ms = 1000
reconnect.backoff.ms = 50
request.timeout.ms = 120000
retries = 5
retry.backoff.ms = 100
sasl.client.callback.handler.class = null
sasl.jaas.config = null
sasl.kerberos.kinit.cmd = /usr/bin/kinit
sasl.kerberos.min.time.before.relogin = 60000
sasl.kerberos.service.name = null
sasl.kerberos.ticket.renew.jitter = 0.05
sasl.kerberos.ticket.renew.window.factor = 0.8
sasl.login.callback.handler.class = null
sasl.login.class = null
sasl.login.refresh.buffer.seconds = 300
sasl.login.refresh.min.period.seconds = 60
sasl.login.refresh.window.factor = 0.8
sasl.login.refresh.window.jitter = 0.05
sasl.mechanism = GSSAPI
security.protocol = PLAINTEXT
send.buffer.bytes = 131072
ssl.cipher.suites = null
ssl.enabled.protocols = [TLSv1.2, TLSv1.1, TLSv1]
ssl.endpoint.identification.algorithm = https
ssl.key.password = null
ssl.keymanager.algorithm = SunX509
ssl.keystore.location = null
ssl.keystore.password = null
ssl.keystore.type = JKS
ssl.protocol = TLS
ssl.provider = null
ssl.secure.random.implementation = null
ssl.trustmanager.algorithm = PKIX
ssl.truststore.location = null
ssl.truststore.password = null
ssl.truststore.type = JKS
2025-11-07 18:21:19.416 [main] 117 INFO org.apache.kafka.common.utils.AppInfoParser - Kafka version: 2.3.1
2025-11-07 18:21:19.417 [main] 118 INFO org.apache.kafka.common.utils.AppInfoParser - Kafka commitId: 18a913733fb71c01
2025-11-07 18:21:19.417 [main] 119 INFO org.apache.kafka.common.utils.AppInfoParser - Kafka startTimeMs: 1762510879415
2025-11-07 18:21:19.705 [main] 347 INFO org.apache.kafka.clients.consumer.ConsumerConfig - ConsumerConfig values:
allow.auto.create.topics = true
auto.commit.interval.ms = 1000
auto.offset.reset = earliest
bootstrap.servers = [node-01:19092, node-02:19092, node-03:19092]
check.crcs = true
client.dns.lookup = default
client.id =
client.rack =
connections.max.idle.ms = 540000
default.api.timeout.ms = 60000
enable.auto.commit = true
exclude.internal.topics = true
fetch.max.bytes = 52428800
fetch.max.wait.ms = 500
fetch.min.bytes = 1
group.id = test4
group.instance.id = null
heartbeat.interval.ms = 3000
interceptor.classes = []
internal.leave.group.on.close = true
isolation.level = read_uncommitted
key.deserializer = class org.apache.kafka.common.serialization.StringDeserializer
max.partition.fetch.bytes = 1048576
max.poll.interval.ms = 300000
max.poll.records = 500
metadata.max.age.ms = 300000
metric.reporters = []
metrics.num.samples = 2
metrics.recording.level = INFO
metrics.sample.window.ms = 30000
partition.assignment.strategy = [class org.apache.kafka.clients.consumer.RangeAssignor]
receive.buffer.bytes = 65536
reconnect.backoff.max.ms = 1000
reconnect.backoff.ms = 50
request.timeout.ms = 30000
retry.backoff.ms = 100
sasl.client.callback.handler.class = null
sasl.jaas.config = null
sasl.kerberos.kinit.cmd = /usr/bin/kinit
sasl.kerberos.min.time.before.relogin = 60000
sasl.kerberos.service.name = null
sasl.kerberos.ticket.renew.jitter = 0.05
sasl.kerberos.ticket.renew.window.factor = 0.8
sasl.login.callback.handler.class = null
sasl.login.class = null
sasl.login.refresh.buffer.seconds = 300
sasl.login.refresh.min.period.seconds = 60
sasl.login.refresh.window.factor = 0.8
sasl.login.refresh.window.jitter = 0.05
sasl.mechanism = GSSAPI
security.protocol = PLAINTEXT
send.buffer.bytes = 131072
session.timeout.ms = 10000
ssl.cipher.suites = null
ssl.enabled.protocols = [TLSv1.2, TLSv1.1, TLSv1]
ssl.endpoint.identification.algorithm = https
ssl.key.password = null
ssl.keymanager.algorithm = SunX509
ssl.keystore.location = null
ssl.keystore.password = null
ssl.keystore.type = JKS
ssl.protocol = TLS
ssl.provider = null
ssl.secure.random.implementation = null
ssl.trustmanager.algorithm = PKIX
ssl.truststore.location = null
ssl.truststore.password = null
ssl.truststore.type = JKS
value.deserializer = class org.apache.kafka.common.serialization.StringDeserializer
2025-11-07 18:21:19.724 [main] 117 INFO org.apache.kafka.common.utils.AppInfoParser - Kafka version: 2.3.1
2025-11-07 18:21:19.724 [main] 118 INFO org.apache.kafka.common.utils.AppInfoParser - Kafka commitId: 18a913733fb71c01
2025-11-07 18:21:19.724 [main] 119 INFO org.apache.kafka.common.utils.AppInfoParser - Kafka startTimeMs: 1762510879724
2025-11-07 18:21:19.724 [main] 964 INFO org.apache.kafka.clients.consumer.KafkaConsumer - [Consumer clientId=consumer-1, groupId=test4] Subscribed to topic(s): nvps_search_data
2025-11-07 18:21:19.726 [main] 171 INFO o.s.scheduling.concurrent.ThreadPoolTaskScheduler - Initializing ExecutorService
2025-11-07 18:21:19.737 [main] 173 INFO org.apache.coyote.http11.Http11NioProtocol - Starting ProtocolHandler ["http-nio-8001"]
2025-11-07 18:21:19.745 [main] 204 INFO o.s.boot.web.embedded.tomcat.TomcatWebServer - Tomcat started on port(s): 8001 (http) with context path '/nvps'
2025-11-07 18:21:19.747 [main] 61 INFO com.bw.search.Application - Started Application in 2.35 seconds (JVM running for 2.636)
2025-11-07 18:21:20.058 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 261 INFO org.apache.kafka.clients.Metadata - [Consumer clientId=consumer-1, groupId=test4] Cluster ID: NyNtqsIDRIae-HJZGe2pww
2025-11-07 18:21:20.087 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 728 INFO o.a.k.c.consumer.internals.AbstractCoordinator - [Consumer clientId=consumer-1, groupId=test4] Discovered group coordinator node-03:19092 (id: 2147483644 rack: null)
2025-11-07 18:21:20.089 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 476 INFO o.a.k.c.consumer.internals.ConsumerCoordinator - [Consumer clientId=consumer-1, groupId=test4] Revoking previously assigned partitions []
2025-11-07 18:21:20.089 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 279 INFO o.s.kafka.listener.KafkaMessageListenerContainer - test4: partitions revoked: []
2025-11-07 18:21:20.089 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 505 INFO o.a.k.c.consumer.internals.AbstractCoordinator - [Consumer clientId=consumer-1, groupId=test4] (Re-)joining group
2025-11-07 18:21:20.207 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 505 INFO o.a.k.c.consumer.internals.AbstractCoordinator - [Consumer clientId=consumer-1, groupId=test4] (Re-)joining group
2025-11-07 18:21:20.748 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 469 INFO o.a.k.c.consumer.internals.AbstractCoordinator - [Consumer clientId=consumer-1, groupId=test4] Successfully joined group with generation 23
2025-11-07 18:21:20.750 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 283 INFO o.a.k.c.consumer.internals.ConsumerCoordinator - [Consumer clientId=consumer-1, groupId=test4] Setting newly assigned partitions: nvps_search_data-7, nvps_search_data-8, nvps_search_data-1, nvps_search_data-2, nvps_search_data-0, nvps_search_data-5, nvps_search_data-6, nvps_search_data-3, nvps_search_data-4
2025-11-07 18:21:20.789 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 525 INFO o.a.k.c.consumer.internals.ConsumerCoordinator - [Consumer clientId=consumer-1, groupId=test4] Setting offset for partition nvps_search_data-7 to the committed offset FetchPosition{offset=0, offsetEpoch=Optional.empty, currentLeader=LeaderAndEpoch{leader=node-03:19092 (id: 3 rack: null), epoch=0}}
2025-11-07 18:21:20.789 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 525 INFO o.a.k.c.consumer.internals.ConsumerCoordinator - [Consumer clientId=consumer-1, groupId=test4] Setting offset for partition nvps_search_data-8 to the committed offset FetchPosition{offset=1, offsetEpoch=Optional[0], currentLeader=LeaderAndEpoch{leader=node-01:19092 (id: 1 rack: null), epoch=0}}
2025-11-07 18:21:20.790 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 525 INFO o.a.k.c.consumer.internals.ConsumerCoordinator - [Consumer clientId=consumer-1, groupId=test4] Setting offset for partition nvps_search_data-1 to the committed offset FetchPosition{offset=0, offsetEpoch=Optional.empty, currentLeader=LeaderAndEpoch{leader=node-03:19092 (id: 3 rack: null), epoch=0}}
2025-11-07 18:21:20.790 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 525 INFO o.a.k.c.consumer.internals.ConsumerCoordinator - [Consumer clientId=consumer-1, groupId=test4] Setting offset for partition nvps_search_data-2 to the committed offset FetchPosition{offset=3, offsetEpoch=Optional[0], currentLeader=LeaderAndEpoch{leader=node-01:19092 (id: 1 rack: null), epoch=0}}
2025-11-07 18:21:20.790 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 525 INFO o.a.k.c.consumer.internals.ConsumerCoordinator - [Consumer clientId=consumer-1, groupId=test4] Setting offset for partition nvps_search_data-0 to the committed offset FetchPosition{offset=1, offsetEpoch=Optional[0], currentLeader=LeaderAndEpoch{leader=node-02:19092 (id: 2 rack: null), epoch=0}}
2025-11-07 18:21:20.790 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 525 INFO o.a.k.c.consumer.internals.ConsumerCoordinator - [Consumer clientId=consumer-1, groupId=test4] Setting offset for partition nvps_search_data-5 to the committed offset FetchPosition{offset=0, offsetEpoch=Optional.empty, currentLeader=LeaderAndEpoch{leader=node-01:19092 (id: 1 rack: null), epoch=0}}
2025-11-07 18:21:20.790 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 525 INFO o.a.k.c.consumer.internals.ConsumerCoordinator - [Consumer clientId=consumer-1, groupId=test4] Setting offset for partition nvps_search_data-6 to the committed offset FetchPosition{offset=0, offsetEpoch=Optional.empty, currentLeader=LeaderAndEpoch{leader=node-02:19092 (id: 2 rack: null), epoch=0}}
2025-11-07 18:21:20.790 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 525 INFO o.a.k.c.consumer.internals.ConsumerCoordinator - [Consumer clientId=consumer-1, groupId=test4] Setting offset for partition nvps_search_data-3 to the committed offset FetchPosition{offset=1, offsetEpoch=Optional[0], currentLeader=LeaderAndEpoch{leader=node-02:19092 (id: 2 rack: null), epoch=0}}
2025-11-07 18:21:20.790 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 525 INFO o.a.k.c.consumer.internals.ConsumerCoordinator - [Consumer clientId=consumer-1, groupId=test4] Setting offset for partition nvps_search_data-4 to the committed offset FetchPosition{offset=0, offsetEpoch=Optional.empty, currentLeader=LeaderAndEpoch{leader=node-03:19092 (id: 3 rack: null), epoch=0}}
2025-11-07 18:21:20.947 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 279 INFO o.s.kafka.listener.KafkaMessageListenerContainer - test4: partitions assigned: [nvps_search_data-7, nvps_search_data-8, nvps_search_data-1, nvps_search_data-2, nvps_search_data-0, nvps_search_data-5, nvps_search_data-6, nvps_search_data-3, nvps_search_data-4]
2025-11-07 18:21:41.726 [http-nio-8001-exec-2] 173 INFO o.a.c.c.ContainerBase.[Tomcat].[localhost].[/nvps] - Initializing Spring DispatcherServlet 'dispatcherServlet'
2025-11-07 18:21:41.727 [http-nio-8001-exec-2] 525 INFO org.springframework.web.servlet.DispatcherServlet - Initializing Servlet 'dispatcherServlet'
2025-11-07 18:21:41.733 [http-nio-8001-exec-2] 547 INFO org.springframework.web.servlet.DispatcherServlet - Completed initialization in 6 ms
2025-11-07 18:21:41.881 [http-nio-8001-exec-2] 48 INFO com.bw.search.service.impl.RagSearchServiceImpl - 知识库检索开始-----
2025-11-07 18:21:41.895 [http-nio-8001-exec-2] 28 INFO com.bw.search.utils.SpringBootKafka - 准备发送消息为:"{\"id\":\"id-1\",\"keyword\":\"Michael J. Aziz\"}"
2025-11-07 18:21:41.902 [http-nio-8001-exec-2] 347 INFO org.apache.kafka.clients.producer.ProducerConfig - ProducerConfig values:
acks = 1
batch.size = 16384
bootstrap.servers = [node-01:19092, node-02:19092, node-03:19092]
buffer.memory = 33554432
client.dns.lookup = default
client.id =
compression.type = none
connections.max.idle.ms = 540000
delivery.timeout.ms = 120000
enable.idempotence = false
interceptor.classes = []
key.serializer = class org.apache.kafka.common.serialization.StringSerializer
linger.ms = 0
max.block.ms = 60000
max.in.flight.requests.per.connection = 5
max.request.size = 1048576
metadata.max.age.ms = 300000
metric.reporters = []
metrics.num.samples = 2
metrics.recording.level = INFO
metrics.sample.window.ms = 30000
partitioner.class = class org.apache.kafka.clients.producer.internals.DefaultPartitioner
receive.buffer.bytes = 32768
reconnect.backoff.max.ms = 1000
reconnect.backoff.ms = 50
request.timeout.ms = 30000
retries = 0
retry.backoff.ms = 100
sasl.client.callback.handler.class = null
sasl.jaas.config = null
sasl.kerberos.kinit.cmd = /usr/bin/kinit
sasl.kerberos.min.time.before.relogin = 60000
sasl.kerberos.service.name = null
sasl.kerberos.ticket.renew.jitter = 0.05
sasl.kerberos.ticket.renew.window.factor = 0.8
sasl.login.callback.handler.class = null
sasl.login.class = null
sasl.login.refresh.buffer.seconds = 300
sasl.login.refresh.min.period.seconds = 60
sasl.login.refresh.window.factor = 0.8
sasl.login.refresh.window.jitter = 0.05
sasl.mechanism = GSSAPI
security.protocol = PLAINTEXT
send.buffer.bytes = 131072
ssl.cipher.suites = null
ssl.enabled.protocols = [TLSv1.2, TLSv1.1, TLSv1]
ssl.endpoint.identification.algorithm = https
ssl.key.password = null
ssl.keymanager.algorithm = SunX509
ssl.keystore.location = null
ssl.keystore.password = null
ssl.keystore.type = JKS
ssl.protocol = TLS
ssl.provider = null
ssl.secure.random.implementation = null
ssl.trustmanager.algorithm = PKIX
ssl.truststore.location = null
ssl.truststore.password = null
ssl.truststore.type = JKS
transaction.timeout.ms = 60000
transactional.id = null
value.serializer = class org.apache.kafka.common.serialization.StringSerializer
2025-11-07 18:21:41.918 [http-nio-8001-exec-2] 117 INFO org.apache.kafka.common.utils.AppInfoParser - Kafka version: 2.3.1
2025-11-07 18:21:41.919 [http-nio-8001-exec-2] 118 INFO org.apache.kafka.common.utils.AppInfoParser - Kafka commitId: 18a913733fb71c01
2025-11-07 18:21:41.919 [http-nio-8001-exec-2] 119 INFO org.apache.kafka.common.utils.AppInfoParser - Kafka startTimeMs: 1762510901918
2025-11-07 18:21:42.058 [kafka-producer-network-thread | producer-1] 261 INFO org.apache.kafka.clients.Metadata - [Producer clientId=producer-1] Cluster ID: NyNtqsIDRIae-HJZGe2pww
2025-11-07 18:21:42.068 [http-nio-8001-exec-2] 116 INFO com.bw.search.service.impl.RagSearchServiceImpl - 知识获取中请稍后...
2025-11-07 18:21:42.175 [kafka-producer-network-thread | producer-1] 41 INFO com.bw.search.utils.SpringBootKafka - nvps_know_base - 生产者 发送消息成功:SendResult [producerRecord=ProducerRecord(topic=nvps_know_base, partition=null, headers=RecordHeaders(headers = [], isReadOnly = true), key=null, value={"id":"id-1","keyword":"Michael J. Aziz"}, timestamp=null), recordMetadata=nvps_know_base-7@1]
2025-11-07 18:21:43.085 [http-nio-8001-exec-2] 116 INFO com.bw.search.service.impl.RagSearchServiceImpl - 知识获取中请稍后...
2025-11-07 18:21:44.092 [http-nio-8001-exec-2] 116 INFO com.bw.search.service.impl.RagSearchServiceImpl - 知识获取中请稍后...
2025-11-07 18:21:45.106 [http-nio-8001-exec-2] 116 INFO com.bw.search.service.impl.RagSearchServiceImpl - 知识获取中请稍后...
2025-11-07 18:21:45.770 [org.springframework.kafka.KafkaListenerEndpointContainer#0-0-C-1] 35 INFO com.bw.search.process.ResultSendQueue - 消费知识:id-1
2025-11-07 18:21:46.128 [http-nio-8001-exec-2] 51 INFO com.bw.search.service.impl.RagSearchServiceImpl - 知识库结果已获取:{"isLast":1,"promptRes":"已知信息:\n{\"college\":\"Bertoldi Group: Solid Mechanics\",\"phone\":\"(617) 496-3084\",\"researchFocus\":[\"Modeling Physical/Biological Phenomena and Systems\",\"Materials\",\"Materials\",\"Solid Mechanics\"],\"name\":\"Katia Bertoldi\",\"position\":\"William and Ami Kuan Danoff Professor of Applied Mechanics\",\"email\":\"bertoldi@seas.harvard.edu\"}\n{\"college\":\"\",\"phone\":\"(617) 495-6012\",\"researchFocus\":[\"Materials\",\"Robotics and Control\",\"Robotics and Control\",\"Materials\",\"Robotics and Control\",\"Design and Innovation\"],\"name\":\"Martin Bechthold\",\"position\":\"Kumagai Professor of Architectural Technology; Affiliate in Materials Science & Mechanical Engineering\",\"email\":\"mbechthold@gsd.harvard.edu\"}\n{\"college\":\"Anderson Group\",\"phone\":\"(617) 998-5550\",\"researchFocus\":[\"Atmospheric Chemistry\",\"Climate Change\",\"Solar Geoengineering\"],\"name\":\"James G. Anderson\",\"position\":\"Philip S. Weld Professor of Atmospheric Chemistry\",\"email\":\"anderson@huarp.harvard.edu\"}\n{\"college\":\"Markus Basan Lab\",\"phone\":\"\",\"researchFocus\":[\"Modeling Physical/Biological Phenomena and Systems\",\"Soft Matter\",\"Soft Matter\"],\"name\":\"Markus Thomas Basan\",\"position\":\"Assistant Professor of Systems Biology; Affiliate in Applied Physics\",\"email\":\"markus@hms.harvard.edu\"}\n{\"college\":\"\",\"phone\":\"\",\"researchFocus\":[\"Modeling Physical/Biological Phenomena and Systems\"],\"name\":\"William H. Bossert\",\"position\":\"David B. Arnold, Jr. Professor of Science, Emeritus\",\"email\":\"bossert@seas.harvard.edu\"}\n\n参考上述已知信息回答问题:\nMichael J. Aziz","ids":"[\"7dc72740-bbc3-11f0-9abc-00163e03f4d5\", \"7a5654fa-bbc3-11f0-9abc-00163e03f4d5\", \"783b6c46-bbc3-11f0-9abc-00163e03f4d5\", \"78ac3a02-bbc3-11f0-9abc-00163e03f4d5\", \"7d5e213c-bbc3-11f0-9abc-00163e03f4d5\"]","id":"id-1","keyword":"Michael J. Aziz"}
2025-11-07 18:21:46.141 [http-nio-8001-exec-2] 98 INFO com.bw.search.service.impl.RagSearchServiceImpl - 模型请求信息:url:https://dashscope.aliyuncs.com/compatible-mode/v1/chat/completions,header:{"authorization":"Bearer sk-c5f56c1c8a6447b3a6c646a3f14085c4","Content-Type":"application/json"},params:{"top_p":0.95,"stream":false,"max_tokens":8192,"temperature":0.7,"messages":[{"role":"user","content":"You are a professional academic profile writer.Task:You will receive multiple lines of text. Each line contains either:- A plain JSON object with researcher information, OR - A wrapper object that includes a \"value\" field containing the actual researcher JSON string.For each line, extract the researcher information and generate a concise academic biography in English (3–5 sentences). Avoid listing items mechanically — make it sound natural and professional. If some fields (like phone or email) are missing, just skip them. Output one biography paragraph per person, separated by blank lines.Input example:{\"college\":\"Aizenberg Biomineralization and Biomimetics Lab\",\"phone\":\"(617) 495-3558\",\"researchFocus\":[\"Biomaterials\",\"Soft Matter\",\"Surface and Interface Science\"],\"name\":\"Joanna Aizenberg\",\"position\":\"Amy Smith Berylson Professor of Materials Science and Professor of Chemistry & Chemical Biology\",\"email\":\"jaiz@seas.harvard.edu\"}{\"college\":\"Bertoldi Group: Solid Mechanics\",\"phone\":\"(617) 496-3084\",\"researchFocus\":[\"Modeling Physical/Biological Phenomena and Systems\",\"Materials\",\"Solid Mechanics\"],\"name\":\"Katia Bertoldi\",\"position\":\"William and Ami Kuan Danoff Professor of Applied Mechanics\",\"email\":\"bertoldi@seas.harvard.edu\"}Output format:Write one paragraph per person, separated by a blank line. Each paragraph should summarize their title, affiliation, and main research interests.Now generate the biographies for the following input:已知信息:\n{\"college\":\"Bertoldi Group: Solid Mechanics\",\"phone\":\"(617) 496-3084\",\"researchFocus\":[\"Modeling Physical/Biological Phenomena and Systems\",\"Materials\",\"Materials\",\"Solid Mechanics\"],\"name\":\"Katia Bertoldi\",\"position\":\"William and Ami Kuan Danoff Professor of Applied Mechanics\",\"email\":\"bertoldi@seas.harvard.edu\"}\n{\"college\":\"\",\"phone\":\"(617) 495-6012\",\"researchFocus\":[\"Materials\",\"Robotics and Control\",\"Robotics and Control\",\"Materials\",\"Robotics and Control\",\"Design and Innovation\"],\"name\":\"Martin Bechthold\",\"position\":\"Kumagai Professor of Architectural Technology; Affiliate in Materials Science & Mechanical Engineering\",\"email\":\"mbechthold@gsd.harvard.edu\"}\n{\"college\":\"Anderson Group\",\"phone\":\"(617) 998-5550\",\"researchFocus\":[\"Atmospheric Chemistry\",\"Climate Change\",\"Solar Geoengineering\"],\"name\":\"James G. Anderson\",\"position\":\"Philip S. Weld Professor of Atmospheric Chemistry\",\"email\":\"anderson@huarp.harvard.edu\"}\n{\"college\":\"Markus Basan Lab\",\"phone\":\"\",\"researchFocus\":[\"Modeling Physical/Biological Phenomena and Systems\",\"Soft Matter\",\"Soft Matter\"],\"name\":\"Markus Thomas Basan\",\"position\":\"Assistant Professor of Systems Biology; Affiliate in Applied Physics\",\"email\":\"markus@hms.harvard.edu\"}\n{\"college\":\"\",\"phone\":\"\",\"researchFocus\":[\"Modeling Physical/Biological Phenomena and Systems\"],\"name\":\"William H. Bossert\",\"position\":\"David B. Arnold, Jr. Professor of Science, Emeritus\",\"email\":\"bossert@seas.harvard.edu\"}\n\n参考上述已知信息回答问题:\nMichael J. Aziz"}],"model":"qwen-max-latest"}
2025-11-07 18:22:00.732 [http-nio-8001-exec-2] 61 INFO com.bw.search.service.impl.RagSearchServiceImpl - 问答结果:{"choices":[{"message":{"role":"assistant","content":"Katia Bertoldi is the William and Ami Kuan Danoff Professor of Applied Mechanics at Harvard University, affiliated with the Bertoldi Group in Solid Mechanics. Her research focuses on modeling physical and biological phenomena, materials science, and solid mechanics, contributing significantly to the understanding of complex systems and their behaviors.\n\nMartin Bechthold holds the position of Kumagai Professor of Architectural Technology and is also affiliated with Materials Science and Mechanical Engineering at Harvard. His work centers on advancing materials innovation, robotics and control systems, and design principles, bridging architecture and engineering through cutting-edge technology.\n\nJames G. Anderson serves as the Philip S. Weld Professor of Atmospheric Chemistry in the Anderson Group at Harvard. His pioneering research explores atmospheric chemistry, climate change, and solar geoengineering, addressing critical environmental challenges with far-reaching implications for global sustainability.\n\nMarkus Thomas Basan is an Assistant Professor of Systems Biology with an affiliation in Applied Physics at Harvard Medical School. Leading the Markus Basan Lab, his research investigates the modeling of physical and biological systems, with a particular emphasis on soft matter, contributing to interdisciplinary approaches in life sciences.\n\nWilliam H. Bossert, the David B. Arnold, Jr. Professor of Science, Emeritus, has made significant contributions to the field of modeling physical and biological phenomena. His academic legacy continues to inspire advancements in scientific understanding, even as he steps back from active research.\n\nNo information is available in the provided data about Michael J. Aziz. Additional details would be needed to construct his academic biography."},"finish_reason":"stop","index":0,"logprobs":null}],"object":"chat.completion","usage":{"prompt_tokens":708,"completion_tokens":307,"total_tokens":1015},"created":1762510923,"system_fingerprint":null,"model":"qwen-max-latest","id":"chatcmpl-5751ed60-460e-4e8a-bb07-90cb997e9568"}