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[Bug] [semantic_splitter] semantic splitter creating empty splits , thus empty inputs which generate LLM invoke errors
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- [x] I had searched in the issues and found no similar issues.
Operating system information
Other
What happened
I'm currently running KAG using docker with the following docker-compose file
version: "3.7"
services:
server:
restart: always
image: spg-registry.us-west-1.cr.aliyuncs.com/spg/openspg-server:latest
container_name: release-openspg-server
ports:
- "8887:8887"
depends_on:
- mysql
- neo4j
- minio
volumes:
- /etc/localtime:/etc/localtime:ro
environment:
TZ: Europe/Rome
LANG: C.UTF-8
command: [
"java",
"-Dfile.encoding=UTF-8",
"-Xms2048m",
"-Xmx8192m",
"-jar",
"arks-sofaboot-0.0.1-SNAPSHOT-executable.jar",
'--server.repository.impl.jdbc.host=mysql',
'--server.repository.impl.jdbc.password=openspg',
'--builder.model.execute.num=5',
'--cloudext.graphstore.url=neo4j://release-openspg-neo4j:7687?user=neo4j&password=neo4j@openspg&database=neo4j',
'--cloudext.searchengine.url=neo4j://release-openspg-neo4j:7687?user=neo4j&password=neo4j@openspg&database=neo4j'
]
mysql:
restart: always
image: spg-registry.us-west-1.cr.aliyuncs.com/spg/openspg-mysql:latest
container_name: release-openspg-mysql
volumes:
- /etc/localtime:/etc/localtime:ro
# - $HOME/mysql/data:/var/lib/mysql
environment:
TZ: Europe/Rome
LANG: C.UTF-8
MYSQL_ROOT_PASSWORD: openspg
MYSQL_DATABASE: openspg
ports:
- "3306:3306"
command: [
'--character-set-server=utf8mb4',
'--collation-server=utf8mb4_general_ci'
]
neo4j:
restart: always
image: spg-registry.us-west-1.cr.aliyuncs.com/spg/openspg-neo4j:latest
container_name: release-openspg-neo4j
ports:
- "7474:7474"
- "7687:7687"
environment:
- TZ=Europe/Rome
- NEO4J_AUTH=neo4j/neo4j@openspg
- NEO4J_PLUGINS=["apoc"]
- NEO4J_server_memory_heap_initial__size=1G
- NEO4J_server_memory_heap_max__size=4G
- NEO4J_server_memory_pagecache_size=1G
- NEO4J_apoc_export_file_enabled=true
- NEO4J_apoc_import_file_enabled=true
- NEO4J_dbms_security_procedures_unrestricted=*
- NEO4J_dbms_security_procedures_allowlist=*
volumes:
- /etc/localtime:/etc/localtime:ro
- $HOME/dozerdb/logs:/logs
# - $HOME/mysql/data:/data
minio:
image: spg-registry.us-west-1.cr.aliyuncs.com/spg/openspg-minio:latest
container_name: release-openspg-minio
command: server --console-address ":9001" /data
restart: always
environment:
MINIO_ACCESS_KEY: minio
MINIO_SECRET_KEY: minio@openspg
TZ: Europe/Rome
ports:
- 9000:9000
- 9001:9001
volumes:
- /etc/localtime:/etc/localtime:ro
with the following configurations for the models
openie_llm: &openie_llm
api_key: <openrouter_api_key>
base_url: https://openrouter.ai/api/v1
model: deepseek/deepseek-chat
type: maas
chat_llm: &chat_llm
api_key: <openrouter_api_key>
base_url: https://openrouter.ai/api/v1
model: deepseek/deepseek-chat
type: maas
vectorize_model: &vectorize_model
api_key: <openai_api_key>
base_url: https://api.openai.com/v1
model: text-embedding-3-small
type: openai
vector_dimensions: 1024
vectorizer: *vectorize_model
Case when the input is not empty :
2025-03-05 11:08:51(172.24.0.5): Task scheduling completed. cost:8 ms !
2025-03-05 11:08:51(172.24.0.5): Lock released successfully!
2025-03-05 11:08:51(172.24.0.5): Splitter task trace log:
pemja.core.PythonException: <class 'RuntimeError'>: LLM invoke exception, info: Expecting value: line 1 column 1 (char 0)
llm input:
{
"instruction": "
Please understand the content of the text in the input field, recognize the structure and components of the text, and determine the segmentation points according to the semantic theme, dividing it into several non-overlapping sections. If the article has recognizable structural information such as chapters, please divide it according to the top-level structure.
Please return the results according to the schema definition, including summaries and starting points of the sections. The format must be a JSON string. Please follow the examples given in the example field.",
"schema": {
"Section Summary": "A brief summary of the section text",
"Section Starting Point": "The starting point of the section in the original text, limited to about 20 characters. This segmentation point will be used to split the original text, so it must be found in the original text!"
},
"input": "1
A cura dell'Area Programmazione e Statistica
Con il contributo, per la redazione degli strumenti di programmazione relativi all'attività istituzionale dell'Ente, di:
Area Personale e Organizzazione
Area Risorse Finanziarie
Area Quartieri
Area Educazione, Istruzione e Nuove Generazioni
Area Segreteria Generale, Partecipate e Appalti
Area Sicurezza Urbana Integrata
Dipartimento Welfare e Promozione del benessere della comunità
Dipartimento Lavori Pubblici, Verde e Mobilità
Dipartimento Cultura, Sport e Promozione della Città
Dipartimento Urbanistica, Casa, Ambiente e Patrimonio
Direzione Generale
Settore Economia
Settore Innovazione digitale e dati
Settore Innovazione e semplificazione amministrativa e cura delle relazioni con il cittadino
Segretario Generale
Settore Staff del Consiglio Comunale
Settore Gabinetto del Sindaco
Settore Avvocatura
Immagine di copertina - Giorgio Bianchi - Comune di Bologna
2",
"example": [
{
"input": "Jay Chou (Jay Chou), born on January 18, 1979, in Xinbei City, Taiwan Province, originally from Yongchun County, Fujian Province, is a Mandopop male singer, musician, actor, director, screenwriter, and a graduate of Tamkang Senior High School.
In 2000, recommended by Yang Junrong, Jay Chou started singing his own compositions.",
"output": [
{
"Section Summary": "Personal Introduction",
"Section Starting Point": "Jay Chou (Jay Chou), born on January 18"
},
{
"Section Summary": "Career Start",
"Section Starting Point": "
In 2000, recommended by Yang Junrong"
}
]
},
{
"input": "Hangzhou Flexible Employment Personnel Housing Provident Fund Management Measures (Trial)
To expand the benefits of the housing provident fund system and support flexible employment personnel to solve housing problems, according to the State Council's 'Housing Provident Fund Management Regulations', 'Zhejiang Province Housing Provident Fund Regulations' and the relevant provisions and requirements of the Ministry of Housing and Urban-Rural Development and the Zhejiang Provincial Department of Housing and Urban-Rural Development on flexible employment personnel participating in the housing provident fund system, combined with the actual situation in Hangzhou, this method is formulated.
1. This method applies to the voluntary deposit, use, and management of the housing provident fund for flexible employment personnel within the administrative region of this city.
2. The flexible employment personnel referred to in this method are those who are within the administrative region of this city, aged 16 and above, and males under 60 and females under 55, with full civil capacity, and employed in a flexible manner such as part-time, self-employed, or in new forms of employment.
3. Flexible employment personnel applying to deposit the housing provident fund should apply to the Hangzhou Housing Provident Fund Management Center (hereinafter referred to as the Provident Fund Center) for deposit registration procedures and set up personal accounts.",
"output": [
{
"Section Summary": "Background and Basis for Formulating the Management Measures",
"Section Starting Point": "To expand the benefits of the housing provident fund system"
},
{
"Section Summary": "Scope of Application of the Management Measures",
"Section Starting Point": "1. This method applies to the voluntary deposit"
},
{
"Section Summary": "Definition of Flexible Employment Personnel",
"Section Starting Point": "2. The flexible employment personnel referred to in this method"
},
{
"Section Summary": "Procedures for Flexible Employment Personnel to Register for Deposit",
"Section Starting Point": "3. Flexible employment personnel applying to deposit the housing provident fund"
}
]
}
]
}
llm output:
at /openspg_venv/lib/python3.8/site-packages/kag/bridge/spg_server_bridge.run_component(spg_server_bridge.py:48)
at /openspg_venv/lib/python3.8/site-packages/kag/interface/builder/base.invoke(base.py:114)
at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter._invoke(semantic_splitter.py:157)
at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter.semantic_chunk(semantic_splitter.py:119)
at /openspg_venv/lib/python3.8/site-packages/kag/interface/common/llm_client.invoke(llm_client.py:117)
at pemja.core.PythonInterpreter.invokeMethod(Native Method)
at pemja.core.PythonInterpreter.invokeMethod(PythonInterpreter.java:118)
at com.antgroup.openspg.common.util.pemja.PemjaUtils.invoke(PemjaUtils.java:33)
at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.splitterChunk(KagSplitterAsyncTask.java:217)
at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:179)
at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:142)
at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.executeTask(MemoryTaskServer.java:67)
at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.lambda$submit$0(MemoryTaskServer.java:56)
at java.util.concurrent.CompletableFuture$AsyncSupply.run(CompletableFuture.java:1604)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:750)
2025-03-05 11:08:51(172.24.0.5): Splitter task status is ERROR
2025-03-05 11:08:51(172.24.0.5): The asynchronous task has been created! resource:builder/project_2/instance_10/56_kagSplitterAsyncTask.kag
2025-03-05 11:08:51(172.24.0.5): Lock preempted successfully!
Another similar error
2025-03-05 11:08:51(172.24.0.5): Task scheduling completed. cost:8 ms !
2025-03-05 11:08:51(172.24.0.5): Lock released successfully!
2025-03-05 11:08:51(172.24.0.5): Splitter task trace log:
pemja.core.PythonException: <class 'RuntimeError'>: LLM invoke exception, info: Expecting value: line 1 column 1 (char 0)
llm input:
{
"instruction": "
Please understand the content of the text in the input field, recognize the structure and components of the text, and determine the segmentation points according to the semantic theme, dividing it into several non-overlapping sections. If the article has recognizable structural information such as chapters, please divide it according to the top-level structure.
Please return the results according to the schema definition, including summaries and starting points of the sections. The format must be a JSON string. Please follow the examples given in the example field.",
"schema": {
"Section Summary": "A brief summary of the section text",
"Section Starting Point": "The starting point of the section in the original text, limited to about 20 characters. This segmentation point will be used to split the original text, so it must be found in the original text!"
},
"input": "1
A cura dell'Area Programmazione e Statistica
Con il contributo, per la redazione degli strumenti di programmazione relativi all'attività istituzionale dell'Ente, di:
Area Personale e Organizzazione
Area Risorse Finanziarie
Area Quartieri
Area Educazione, Istruzione e Nuove Generazioni
Area Segreteria Generale, Partecipate e Appalti
Area Sicurezza Urbana Integrata
Dipartimento Welfare e Promozione del benessere della comunità
Dipartimento Lavori Pubblici, Verde e Mobilità
Dipartimento Cultura, Sport e Promozione della Città
Dipartimento Urbanistica, Casa, Ambiente e Patrimonio
Direzione Generale
Settore Economia
Settore Innovazione digitale e dati
Settore Innovazione e semplificazione amministrativa e cura delle relazioni con il cittadino
Segretario Generale
Settore Staff del Consiglio Comunale
Settore Gabinetto del Sindaco
Settore Avvocatura
Immagine di copertina - Giorgio Bianchi - Comune di Bologna
2",
"example": [
{
"input": "Jay Chou (Jay Chou), born on January 18, 1979, in Xinbei City, Taiwan Province, originally from Yongchun County, Fujian Province, is a Mandopop male singer, musician, actor, director, screenwriter, and a graduate of Tamkang Senior High School.
In 2000, recommended by Yang Junrong, Jay Chou started singing his own compositions.",
"output": [
{
"Section Summary": "Personal Introduction",
"Section Starting Point": "Jay Chou (Jay Chou), born on January 18"
},
{
"Section Summary": "Career Start",
"Section Starting Point": "
In 2000, recommended by Yang Junrong"
}
]
},
{
"input": "Hangzhou Flexible Employment Personnel Housing Provident Fund Management Measures (Trial)
To expand the benefits of the housing provident fund system and support flexible employment personnel to solve housing problems, according to the State Council's 'Housing Provident Fund Management Regulations', 'Zhejiang Province Housing Provident Fund Regulations' and the relevant provisions and requirements of the Ministry of Housing and Urban-Rural Development and the Zhejiang Provincial Department of Housing and Urban-Rural Development on flexible employment personnel participating in the housing provident fund system, combined with the actual situation in Hangzhou, this method is formulated.
1. This method applies to the voluntary deposit, use, and management of the housing provident fund for flexible employment personnel within the administrative region of this city.
2. The flexible employment personnel referred to in this method are those who are within the administrative region of this city, aged 16 and above, and males under 60 and females under 55, with full civil capacity, and employed in a flexible manner such as part-time, self-employed, or in new forms of employment.
3. Flexible employment personnel applying to deposit the housing provident fund should apply to the Hangzhou Housing Provident Fund Management Center (hereinafter referred to as the Provident Fund Center) for deposit registration procedures and set up personal accounts.",
"output": [
{
"Section Summary": "Background and Basis for Formulating the Management Measures",
"Section Starting Point": "To expand the benefits of the housing provident fund system"
},
{
"Section Summary": "Scope of Application of the Management Measures",
"Section Starting Point": "1. This method applies to the voluntary deposit"
},
{
"Section Summary": "Definition of Flexible Employment Personnel",
"Section Starting Point": "2. The flexible employment personnel referred to in this method"
},
{
"Section Summary": "Procedures for Flexible Employment Personnel to Register for Deposit",
"Section Starting Point": "3. Flexible employment personnel applying to deposit the housing provident fund"
}
]
}
]
}
llm output:
at /openspg_venv/lib/python3.8/site-packages/kag/bridge/spg_server_bridge.run_component(spg_server_bridge.py:48)
at /openspg_venv/lib/python3.8/site-packages/kag/interface/builder/base.invoke(base.py:114)
at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter._invoke(semantic_splitter.py:157)
at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter.semantic_chunk(semantic_splitter.py:119)
at /openspg_venv/lib/python3.8/site-packages/kag/interface/common/llm_client.invoke(llm_client.py:117)
at pemja.core.PythonInterpreter.invokeMethod(Native Method)
at pemja.core.PythonInterpreter.invokeMethod(PythonInterpreter.java:118)
at com.antgroup.openspg.common.util.pemja.PemjaUtils.invoke(PemjaUtils.java:33)
at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.splitterChunk(KagSplitterAsyncTask.java:217)
at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:179)
at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:142)
at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.executeTask(MemoryTaskServer.java:67)
at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.lambda$submit$0(MemoryTaskServer.java:56)
at java.util.concurrent.CompletableFuture$AsyncSupply.run(CompletableFuture.java:1604)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:750)
2025-03-05 11:08:51(172.24.0.5): Splitter task status is ERROR
2025-03-05 11:08:51(172.24.0.5): The asynchronous task has been created! resource:builder/project_2/instance_10/56_kagSplitterAsyncTask.kag
2025-03-05 11:08:51(172.24.0.5): Lock preempted successfully!
markdown document to be added to knowledge base attached.
I tried changing the split_length parameter from default 20000 to 100000 but still get the same error. What can I do to resolve this?
How to reproduce
Steps to reproduce the error:
- setup using configs shared above
- create task on Knowledge Base Build UI using the document provided with the
split_legthprovided - error :
Reader
2025-03-05 11:08:27(172.24.0.5): Task scheduling completed. cost:4588 ms !
2025-03-05 11:08:27(172.24.0.5): Lock released successfully!
2025-03-05 11:08:27(172.24.0.5): Store the results of the read operator. file:builder/builder/project_2/instance_10/55_kagReaderSyncTask.kag
2025-03-05 11:08:27(172.24.0.5): The read operator was invoked successfully. chunk size:1...Expand
Splitter
2025-03-05 11:23:51(172.24.0.5): Task scheduling completed. cost:6 ms !
2025-03-05 11:23:51(172.24.0.5): Lock released successfully!
2025-03-05 11:23:51(172.24.0.5): Splitter task trace log:
pemja.core.PythonException: <class 'RuntimeError'>: LLM invoke exception, info: Expecting value: line 1 column 1 (char 0)
llm input:
{
"instruction": "
Please understand the content of the text in the input field, recognize the structure and components of the text, and determine the segmentation points according to the semantic theme, dividing it into several non-overlapping sections. If the article has recognizable structural information such as chapters, please divide it according to the top-level structure.
Please return the results according to the schema definition, including summaries and starting points of the sections. The format must be a JSON string. Please follow the examples given in the example field.",
"schema": {
"Section Summary": "A brief summary of the section text",
"Section Starting Point": "The starting point of the section in the original text, limited to about 20 characters. This segmentation point will be used to split the original text, so it must be found in the original text!"
},
"input": "In questo capitolo si analizza la situazione demografica, sociale, economica e ambientale del territorio bolognese, con l'obiettivo di fornire informazioni e dati per orientare la programmazione. Nel capitolo vengono in particolare messi in evidenza alcuni dati di contesti relativi alle donne e alle giovani generazioni.",
"example": [
{
"input": "Jay Chou (Jay Chou), born on January 18, 1979, in Xinbei City, Taiwan Province, originally from Yongchun County, Fujian Province, is a Mandopop male singer, musician, actor, director, screenwriter, and a graduate of Tamkang Senior High School.
In 2000, recommended by Yang Junrong, Jay Chou started singing his own compositions.",
"output": [
{
"Section Summary": "Personal Introduction",
"Section Starting Point": "Jay Chou (Jay Chou), born on January 18"
},
{
"Section Summary": "Career Start",
"Section Starting Point": "
In 2000, recommended by Yang Junrong"
}
]
},
{
"input": "Hangzhou Flexible Employment Personnel Housing Provident Fund Management Measures (Trial)
To expand the benefits of the housing provident fund system and support flexible employment personnel to solve housing problems, according to the State Council's 'Housing Provident Fund Management Regulations', 'Zhejiang Province Housing Provident Fund Regulations' and the relevant provisions and requirements of the Ministry of Housing and Urban-Rural Development and the Zhejiang Provincial Department of Housing and Urban-Rural Development on flexible employment personnel participating in the housing provident fund system, combined with the actual situation in Hangzhou, this method is formulated.
1. This method applies to the voluntary deposit, use, and management of the housing provident fund for flexible employment personnel within the administrative region of this city.
2. The flexible employment personnel referred to in this method are those who are within the administrative region of this city, aged 16 and above, and males under 60 and females under 55, with full civil capacity, and employed in a flexible manner such as part-time, self-employed, or in new forms of employment.
3. Flexible employment personnel applying to deposit the housing provident fund should apply to the Hangzhou Housing Provident Fund Management Center (hereinafter referred to as the Provident Fund Center) for deposit registration procedures and set up personal accounts.",
"output": [
{
"Section Summary": "Background and Basis for Formulating the Management Measures",
"Section Starting Point": "To expand the benefits of the housing provident fund system"
},
{
"Section Summary": "Scope of Application of the Management Measures",
"Section Starting Point": "1. This method applies to the voluntary deposit"
},
{
"Section Summary": "Definition of Flexible Employment Personnel",
"Section Starting Point": "2. The flexible employment personnel referred to in this method"
},
{
"Section Summary": "Procedures for Flexible Employment Personnel to Register for Deposit",
"Section Starting Point": "3. Flexible employment personnel applying to deposit the housing provident fund"
}
]
}
]
}
llm output:
at /openspg_venv/lib/python3.8/site-packages/kag/bridge/spg_server_bridge.run_component(spg_server_bridge.py:48)
at /openspg_venv/lib/python3.8/site-packages/kag/interface/builder/base.invoke(base.py:114)
at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter._invoke(semantic_splitter.py:157)
at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter.semantic_chunk(semantic_splitter.py:119)
at /openspg_venv/lib/python3.8/site-packages/kag/interface/common/llm_client.invoke(llm_client.py:117)
at pemja.core.PythonInterpreter.invokeMethod(Native Method)
at pemja.core.PythonInterpreter.invokeMethod(PythonInterpreter.java:118)
at com.antgroup.openspg.common.util.pemja.PemjaUtils.invoke(PemjaUtils.java:33)
at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.splitterChunk(KagSplitterAsyncTask.java:217)
at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:179)
at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:142)
at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.executeTask(MemoryTaskServer.java:67)
at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.lambda$submit$0(MemoryTaskServer.java:56)
at java.util.concurrent.CompletableFuture$AsyncSupply.run(CompletableFuture.java:1604)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:750)
2025-03-05 11:23:51(172.24.0.5): Splitter task status is ERROR
2025-03-05 11:23:51(172.24.0.5): The asynchronous task has been created! resource:builder/project_2/instance_10/56_kagSplitterAsyncTask.kag
2025-03-05 11:23:51(172.24.0.5): Lock preempted successfully!
2025-03-05 11:22:51(172.24.0.5): Task scheduling completed. cost:11 ms !
2025-03-05 11:22:51(172.24.0.5): Lock released successfully!
2025-03-05 11:22:51(172.24.0.5): Splitter task has been successfully created!
2025-03-05 11:22:51(172.24.0.5): Splitter task execute failed, recreating……
2025-03-05 11:22:51(172.24.0.5): Splitter task trace log:
pemja.core.PythonException: <class 'RuntimeError'>: LLM invoke exception, info: Expecting value: line 1 column 1 (char 0)
llm input:
{
"instruction": "
Please understand the content of the text in the input field, recognize the structure and components of the text, and determine the segmentation points according to the semantic theme, dividing it into several non-overlapping sections. If the article has recognizable structural information such as chapters, please divide it according to the top-level structure.
Please return the results according to the schema definition, including summaries and starting points of the sections. The format must be a JSON string. Please follow the examples given in the example field.",
"schema": {
"Section Summary": "A brief summary of the section text",
"Section Starting Point": "The starting point of the section in the original text, limited to about 20 characters. This segmentation point will be used to split the original text, so it must be found in the original text!"
},
"input": "7
8
9
| Premessa .................................................................................................................................................................. 6 Sezione Strategica - Analisi delle condizioni esterne all'ente .................................................................................. 9 | Premessa .................................................................................................................................................................. 6 Sezione Strategica - Analisi delle condizioni esterne all'ente .................................................................................. 9 |
| --- | --- |
| Il contesto demografico, sociale, economico e l'ambiente .......................................................................... 10 | Il contesto demografico, sociale, economico e l'ambiente .......................................................................... 10 |
| 1.1 La situazione demografica ...................................................................................................................... 10 | 1.1 La situazione demografica ...................................................................................................................... 10 |
| 1.2 La situazione economica ......................................................................................................................... 11 | 1.2 La situazione economica ......................................................................................................................... 11 |
| 1.2.1 Lo scenario economico .................................................................................................................. 11 | 1.2.1 Lo scenario economico .................................................................................................................. 11 |
| Le imprese ..................................................................................................................................... 13 | Le imprese ..................................................................................................................................... 13 |
| Il commercio estero ...................................................................................................................... 14 | Il commercio estero ...................................................................................................................... 14 |
| Il lavoro .......................................................................................................................................... 15 | Il lavoro .......................................................................................................................................... 15 |
| L'inflazione .................................................................................................................................... 16 | L'inflazione .................................................................................................................................... 16 |
| I redditi .......................................................................................................................................... 17 | I redditi .......................................................................................................................................... 17 |
| Il turismo ....................................................................................................................................... 18 | Il turismo ....................................................................................................................................... 18 |
| L'Aeroporto ................................................................................................................................... 19 | L'Aeroporto ................................................................................................................................... 19 |
| 1.2.9 Il mercato immobiliare .................................................................................................................. 20 | 1.2.9 Il mercato immobiliare .................................................................................................................. 20 |
| 1.3 L'ambiente .............................................................................................................................................. 22 | 1.3 L'ambiente .............................................................................................................................................. 22 |
| L'ambiente .................................................................................................................................... 22 | L'ambiente .................................................................................................................................... 22 |
| La mobilità ..................................................................................................................................... 23 | La mobilità ..................................................................................................................................... 23 |
| L'Indagine sulla qualità della vita dei cittadini e delle cittadine del Comune e della Città Metropolitana di | L'Indagine sulla qualità della vita dei cittadini e delle cittadine del Comune e della Città Metropolitana di |
| Bologna nel 2023 ................................................................................................................................................... 30 | Bologna nel 2023 ................................................................................................................................................... 30 |
| 3 Gli obiettivi nazionali e regionali .................................................................................................................. 41 | 3 Gli obiettivi nazionali e regionali .................................................................................................................. 41 |
| 4 Lo sviluppo sostenibile, un paradigma per il presente e per il futuro .......................................................... 44 | 4 Lo sviluppo sostenibile, un paradigma per il presente e per il futuro .......................................................... 44 |
| L'Agenda 2030: un programma d'azione globale ................................................................................... 45 L'Agenda 2030: un'analisi sullo stato di avanzamento degli Obiettivi di sviluppo sostenibile nel nostro | L'Agenda 2030: un programma d'azione globale ................................................................................... 45 L'Agenda 2030: un'analisi sullo stato di avanzamento degli Obiettivi di sviluppo sostenibile nel nostro |
| 4.2 Paese 48 | 4.2 Paese 48 |
| 4.3 La strategia territoriale per lo sviluppo sostenibile: verso un modello di governo del Valore Pubblico 50 | 4.3 La strategia territoriale per lo sviluppo sostenibile: verso un modello di governo del Valore Pubblico 50 |
| Il percorso verso la costruzione di una Agenda Territoriale per lo Sviluppo sostenibile .............. 51 | Il percorso verso la costruzione di una Agenda Territoriale per lo Sviluppo sostenibile .............. 51 |
| 4.3.2 Il Valore Pubblico come 'stella polare' cui far convergere la Programmazione .......................... 68 | 4.3.2 Il Valore Pubblico come 'stella polare' cui far convergere la Programmazione .......................... 68 |
| 4.4 La centralità della programmazione per le donne e per le giovani generazioni ..................................... 69 | 4.4 La centralità della programmazione per le donne e per le giovani generazioni ..................................... 69 |
| Lo sviluppo sostenibile richiede l'uguaglianza di genere .............................................................. 69 | Lo sviluppo sostenibile richiede l'uguaglianza di genere .............................................................. 69 |
| Lo sviluppo sostenibile richiede equità intergenerazionale .......................................................... 71 | Lo sviluppo sostenibile richiede equità intergenerazionale .......................................................... 71 |
| Il Piano Nazionale di Ripresa e Resilienza (PNRR): luci ed ombre ........................................................... 74 | Il Piano Nazionale di Ripresa e Resilienza (PNRR): luci ed ombre ........................................................... 74 |
| 4.5.1 I progetti PNRR in città .................................................................................................................. 75 | 4.5.1 I progetti PNRR in città .................................................................................................................. 75 |
| Sezione Strategica - Analisi delle condizioni interne all'ente ................................................................................. 92 | Sezione Strategica - Analisi delle condizioni interne all'ente ................................................................................. 92 |
| Gli obiettivi strategici per il mandato ........................................................................................................... 93 | Gli obiettivi strategici per il mandato ........................................................................................................... 93 |
| 5.1 Equità, inclusione sociale e territoriale .................................................................................................. 95 | 5.1 Equità, inclusione sociale e territoriale .................................................................................................. 95 |
| Educazione, istruzione e formazione .................................................................................................... 102 | Educazione, istruzione e formazione .................................................................................................... 102 |
| | |
| Salute .................................................................................................................................................... 105 | Salute .................................................................................................................................................... 105 |
| Digitalizzazione e innovazione .............................................................................................................. 112 | Digitalizzazione e innovazione .............................................................................................................. 112 |
| 5.6 Il governo dello sviluppo della città ...................................................................................................... 116 | 5.6 Il governo dello sviluppo della città ...................................................................................................... 116 |
| Gli indirizzi generali per le società controllate e partecipate e per gli enti strumentali............................. 119 | Gli indirizzi generali per le società controllate e partecipate e per gli enti strumentali............................. 119 |
| 6.1 Le partecipazioni societarie del Comune di Bologna ............................................................................ 119 | 6.1 Le partecipazioni societarie del Comune di Bologna ............................................................................ 119 |
| 6.1.1 Aeroporto G. Marconi di Bologna SpA ....................................................................................... 122 | 6.1.1 Aeroporto G. Marconi di Bologna SpA ....................................................................................... 122 |
| AFM SpA ...................................................................................................................................... 124 | AFM SpA ...................................................................................................................................... 124 |
| ATC SpA in liquidazione ............................................................................................................... 127 | ATC SpA in liquidazione ............................................................................................................... 127 |
| Bologna Servizi Cimiteriali - BSC Srl ............................................................................................. 134 | Bologna Servizi Cimiteriali - BSC Srl ............................................................................................. 134 |
| BOLOGNA SERVIZI FUNERARI srl - BSF srl.................................................................................... 141 | BOLOGNA SERVIZI FUNERARI srl - BSF srl.................................................................................... 141 |
| 6.1.7 | Centro Agro Alimentare Bologna - CAAB spa .............................................................................. 144 |
| --- | --- |
| 6.1.8 | FBM - Finanziaria Bologna Metropolitana SpA in liquidazione ................................................... 151 |
| 6.1.9 | Fiere Internazionali di Bologna- Bologna Fiere SpA .................................................................. 153 |
| 6.1.10 | Hera SpA ................................................................................................................................. 157 |
| 6.1.11 | INTERPORTO Spa .................................................................................................................... 160 |
| 6.1.12 | Lepida Scpa ............................................................................................................................. 166 |
| 6.1.13 | L'IMMAGINE RITROVATA Srl................................................................................................... 173 |
| 6.1.14 | SRM Srl ................................................................................................................................... 175 |
| 6.1.15 | TPER SpA ................................................................................................................................. 182 |
| 6.2 Gli indirizzi per gli enti strumentali ....................................................................................................... 186 | 6.2 Gli indirizzi per gli enti strumentali ....................................................................................................... 186 |
| 6.2.1 Fondazione ERT ........................................................................................................................... 186 | 6.2.1 Fondazione ERT ........................................................................................................................... 186 |
| 6.2.2 | Fondazione Cineteca di Bologna ................................................................................................. 188 |
| 6.2.3 | Fondazione Teatro Comunale Bologna ....................................................................................... 190 |
| 6.2.4 | Fondazione per l'Innovazione Urbana ........................................................................................ 192 |
| 6.2.5 | ASP Città di Bologna .................................................................................................................... 193 |
| 6.2.6 | ACER - Azienda Casa Emilia-Romagna della provincia di Bologna............................................... 197 |
| Il contesto di riferimento per il personale .................................................................................................. 200 | Il contesto di riferimento per il personale .................................................................................................. 200 |
| 7.1 Il contesto organizzativo ....................................................................................................................... 200 | 7.1 Il contesto organizzativo ....................................................................................................................... 200 |
| Prevenzione della corruzione e trasparenza dell'azione amministrativa e legalità democratica .............. 216 | Prevenzione della corruzione e trasparenza dell'azione amministrativa e legalità democratica .............. 216 |
| Sezione operativa - Parte 1 ................................................................................................................................. 218 | Sezione operativa - Parte 1 ................................................................................................................................. 218 |
| 9.1 Previsioni di Entrata .............................................................................................................................. 219 | 9.1 Previsioni di Entrata .............................................................................................................................. 219 |
| 9.1.1 | Entrate correnti ........................................................................................................................... 219 |
| 9.1.2 | Entrate in conto capitale ............................................................................................................. 223 |
| 9.1.3 Riepilogo delle Entrate ................................................................................................................ 224 | 9.1.3 Riepilogo delle Entrate ................................................................................................................ 224 |
| 9.2 Previsioni di Spesa ................................................................................................................................ 225 | 9.2 Previsioni di Spesa ................................................................................................................................ 225 |
| 9.2.1 | Spesa corrente ............................................................................................................................ 225 |
| 9.2.3 | |
| | Spese per investimenti ................................................................................................................ 227 |
| 10 Indirizzi per i programmi obiettivo dei Quartieri per il triennio 2024-2026 ............................................... 228 | 10 Indirizzi per i programmi obiettivo dei Quartieri per il triennio 2024-2026 ............................................... 228 |
| 10.1 Inquadramento territoriale e profilo della comunità ...................................................................... 228 | 10.1 Inquadramento territoriale e profilo della comunità ...................................................................... 228 |
| 10.1.1 | Lo scenario economico e finanziario ...................................................................................... 228 |
| 10.1.2 Le principali tendenze demografiche ..................................................................................... 228 | 10.1.2 Le principali tendenze demografiche ..................................................................................... 228 |
| 10.2 Le linee di indirizzo ........................................................................................................................... 235 | 10.2 Le linee di indirizzo ........................................................................................................................... 235 |
| | Piano dei Quartieri ................................................................................................................. 236 |
| 10.2.2 | |
| 10.2.3 | Bologna verde e sostenibile ................................................................................................... 240 |
| 10.2.3.1 | Programmazione triennale dei lavori pubblici e degli investimenti 2024-2026 ................................ 240 |
| 10.2.3.2 | Trasformazioni territoriali rilevanti nel triennio ................................................................................ 242 |
| 10.2.3.3 | I principali interventi di mobilità urbana ........................................................................................... 251 |
| 10.2.3.4 | Cura del territorio e sicurezza integrata ............................................................................................ 254 |
| 10.2.3.5 | Bologna Missione Clima .................................................................................................................... 256 |
| 10.2.4 | Bologna educativa, culturale e sportiva - Bologna che cresce per tutte e per tutti ............... 258 |
| 10.2.4.1 | Attività culturali ................................................................................................................................. 258 |
| 10.2.4.2 | Biblioteche e welfare culturale .......................................................................................................... 261 |
| 10.2.4.3 | Sport e benessere di comunità .......................................................................................................... 265 |
| 10.2.4.4 | Promozione e gestione interventi educativi ...................................................................................... 266 |
| 10.2.5 | Bologna per il diritto alla salute e alla fragilità ....................................................................... 270 |
| 10.2.5.1 | Promozione e gestione degli interventi in ambito sociale ................................................................. 272 |
| 10.2.5.2 | Promozione della salute, benessere e autonomia della persona ...................................................... 273 |
| 10.2.6 | Bologna vicina e connessa ...................................................................................................... 274 |
| 10.2.6.1 | Promozione dell'Amministrazione condivisa..................................................................................... 274 |
| 10.2.6.2 | Promozione delle pari opportunità, tutela delle differenze, e contrasto alla violenza di genere ..... 279 |
| | 10.2.6.3 Promozione dei diritti umani e dei diritti di cittadinanza, di integrazione interculturale e di contrasto alle discriminazioni ................................................................................................................................................. 279 |
| --- | --- |
| 10.3 | Budget 2024 - 2026: risorse attribuite direttamente ai Quartieri e quelle complessivamente |
| destinate ad interventi socio assistenziali ed educativi ................................................................................. 282 | destinate ad interventi socio assistenziali ed educativi ................................................................................. 282 |
| 11 Obiettivi operativi 2024-2026..................................................................................................................... 284 | 11 Obiettivi operativi 2024-2026..................................................................................................................... 284 |
| 11.1 | Obiettivi operativi ............................................................................................................................ 284 |
| 11.2 | Gli Obiettivi operativi e l'Agenda ONU 2030 per lo sviluppo sostenibile ......................................... 477 |
| 11.3 | Obiettivi operativi: lettura per Linee di Mandato ............................................................................ 486 |
| 11.4 | Obiettivi operativi: lettura per Missioni ........................................................................................... 489 |
| 11.5 | |
| | Obiettivi operativi: lettura per Progetti strategici trasversali .......................................................... 492 |
| 11.6 | Obiettivi operativi dell'agenda territoriale per lo sviluppo sostenibile e per la creazione di Valore pubblico 500 |
| 11.7 | Obiettivi operativi per le giovani generazioni .................................................................................. 511 |
| Sezione operativa - Parte 2 ................................................................................................................................. 518 | Sezione operativa - Parte 2 ................................................................................................................................. 518 |
| 12 Programma triennale dei lavori pubblici 2024-2026 .................................................................................. 519 | 12 Programma triennale dei lavori pubblici 2024-2026 .................................................................................. 519 |
| | Programma triennale degli acquisti di beni e servizi 2024-2026 ................................................................ 529 |
| 14 Linee di indirizzo in materia di programmazione triennale del fabbisogno del personale relativamente al | 14 Linee di indirizzo in materia di programmazione triennale del fabbisogno del personale relativamente al |
| triennio 2024-2026 .............................................................................................................................................. 542 | triennio 2024-2026 .............................................................................................................................................. 542 |
| 16 Obiettivi specifici, annuali e pluriennali, sul complesso delle spese di funzionamento, ivi comprese quelle | 16 Obiettivi specifici, annuali e pluriennali, sul complesso delle spese di funzionamento, ivi comprese quelle |
| per il personale, delle società controllate, ex art. 19, co 5 del TUSP ................................................................... 551 | per il personale, delle società controllate, ex art. 19, co 5 del TUSP ................................................................... 551 |
| 16.1 | Finalità dell'atto ............................................................................................................................... 551 |
| 16.2 | Normativa di riferimento e individuazione delle voci di spesa rientranti nelle c.d. spese di |
| 16.3 | Metodologia di analisi ...................................................................................................................... 552 |
| 16.3.1 | Spese generali ........................................................................................................................ 553 |
| 16.3.2 | Spese di personale .................................................................................................................. 554 |
| 16.4 | Modalità di attribuzione degli obiettivi alle società a controllo pubblico da parte del Comune di |
| Bologna e degli indirizzi sul complesso delle spese di funzionamento ai sensi dell'art. 19, comma 5 del D.Lgs. 175/2016 (TUSP) ............................................................................................................................................ 554 | Bologna e degli indirizzi sul complesso delle spese di funzionamento ai sensi dell'art. 19, comma 5 del D.Lgs. 175/2016 (TUSP) ............................................................................................................................................ 554 |
| 16.5 Provvedimenti societari in recepimento degli obiettivi fissati dal socio Comune di Bologna ......... 555 | 16.5 Provvedimenti societari in recepimento degli obiettivi fissati dal socio Comune di Bologna ......... 555 |
| 16.5.1 | 16.5.1 |
| | Budget di esercizio ................................................................................................................. 555 |
| 16.5.2 | Relazione sul governo societario ............................................................................................ 555 |
| 16.5.3 | Contratto aziendale integrativo ............................................................................................. 555 |
| 16.6 Le società a controllo pubblico del Comune di Bologna .................................................................. 556 | 16.6 Le società a controllo pubblico del Comune di Bologna .................................................................. 556 |
| 16.6.1 | Le società a controllo pubblico del Comune di Bologna ........................................................ 556 |
| 16.6.2 | Indirizzi comuni alle società a controllo pubblico .................................................................. 557 |
| 16.6.3 | Indirizzi relativi alle singole società a controllo pubblico ....................................................... 558 |
| 17 Programma relativo all'affidamento, per l'anno 2024, di incarichi e collaborazioni a persone fisiche da | 17 Programma relativo all'affidamento, per l'anno 2024, di incarichi e collaborazioni a persone fisiche da |
| parte dei Dipartimenti, Aree, Settori e Quartieri ................................................................................................. 571 | parte dei Dipartimenti, Aree, Settori e Quartieri ................................................................................................. 571 |
| A llegato 1 - Programmi obiettivo approvati dai singoli quartieri per il triennio 2024-2026 .................................. | A llegato 1 - Programmi obiettivo approvati dai singoli quartieri per il triennio 2024-2026 .................................. |
",
"example": [
{
"input": "Jay Chou (Jay Chou), born on January 18, 1979, in Xinbei City, Taiwan Province, originally from Yongchun County, Fujian Province, is a Mandopop male singer, musician, actor, director, screenwriter, and a graduate of Tamkang Senior High School.
In 2000, recommended by Yang Junrong, Jay Chou started singing his own compositions.",
"output": [
{
"Section Summary": "Personal Introduction",
"Section Starting Point": "Jay Chou (Jay Chou), born on January 18"
},
{
"Section Summary": "Career Start",
"Section Starting Point": "
In 2000, recommended by Yang Junrong"
}
]
},
{
"input": "Hangzhou Flexible Employment Personnel Housing Provident Fund Management Measures (Trial)
To expand the benefits of the housing provident fund system and support flexible employment personnel to solve housing problems, according to the State Council's 'Housing Provident Fund Management Regulations', 'Zhejiang Province Housing Provident Fund Regulations' and the relevant provisions and requirements of the Ministry of Housing and Urban-Rural Development and the Zhejiang Provincial Department of Housing and Urban-Rural Development on flexible employment personnel participating in the housing provident fund system, combined with the actual situation in Hangzhou, this method is formulated.
1. This method applies to the voluntary deposit, use, and management of the housing provident fund for flexible employment personnel within the administrative region of this city.
2. The flexible employment personnel referred to in this method are those who are within the administrative region of this city, aged 16 and above, and males under 60 and females under 55, with full civil capacity, and employed in a flexible manner such as part-time, self-employed, or in new forms of employment.
3. Flexible employment personnel applying to deposit the housing provident fund should apply to the Hangzhou Housing Provident Fund Management Center (hereinafter referred to as the Provident Fund Center) for deposit registration procedures and set up personal accounts.",
"output": [
{
"Section Summary": "Background and Basis for Formulating the Management Measures",
"Section Starting Point": "To expand the benefits of the housing provident fund system"
},
{
"Section Summary": "Scope of Application of the Management Measures",
"Section Starting Point": "1. This method applies to the voluntary deposit"
},
{
"Section Summary": "Definition of Flexible Employment Personnel",
"Section Starting Point": "2. The flexible employment personnel referred to in this method"
},
{
"Section Summary": "Procedures for Flexible Employment Personnel to Register for Deposit",
"Section Starting Point": "3. Flexible employment personnel applying to deposit the housing provident fund"
}
]
}
]
}
llm output:
at /openspg_venv/lib/python3.8/site-packages/kag/bridge/spg_server_bridge.run_component(spg_server_bridge.py:48)
at /openspg_venv/lib/python3.8/site-packages/kag/interface/builder/base.invoke(base.py:114)
at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter._invoke(semantic_splitter.py:157)
at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter.semantic_chunk(semantic_splitter.py:119)
at /openspg_venv/lib/python3.8/site-packages/kag/interface/common/llm_client.invoke(llm_client.py:117)
at pemja.core.PythonInterpreter.invokeMethod(Native Method)
at pemja.core.PythonInterpreter.invokeMethod(PythonInterpreter.java:118)
at com.antgroup.openspg.common.util.pemja.PemjaUtils.invoke(PemjaUtils.java:33)
at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.splitterChunk(KagSplitterAsyncTask.java:217)
at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:179)
at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:142)
at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.executeTask(MemoryTaskServer.java:67)
at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.lambda$submit$0(MemoryTaskServer.java:56)
at java.util.concurrent.CompletableFuture$AsyncSupply.run(CompletableFuture.java:1604)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:750)
2025-03-05 11:22:51(172.24.0.5): Splitter task status is ERROR
2025-03-05 11:22:51(172.24.0.5): The asynchronous task has been created! resource:builder/project_2/instance_10/56_kagSplitterAsyncTask.kag
2025-03-05 11:22:51(172.24.0.5): Lock preempted successfully!
Are you willing to submit PR?
- [ ] Yes I am willing to submit a PR!
Hey @epie-godfred,
Do you provide a llm to the semantic splitter in your config.yaml? You need to provide a llm:
splitter: type: semantic_splitter llm: *chat_llm
Hey @DrProNoob
I was using the UI and it seems there is no way of adding this particular configuration from the UI. I created a new knowledge Base project by running :
$ knext project create --config_path example_config_comune.yaml
after updating the example_config.yaml provided here into example_config_comune.yaml as follows
#------------project configuration start----------------#
openie_llm: &openie_llm
api_key: <openrouter_api_key>
base_url: https://openrouter.ai/api/v1
model: deepseek/deepseek-chat
type: maas
chat_llm: &chat_llm
api_key: <openrouter_api_key>
base_url: https://openrouter.ai/api/v1
model: deepseek/deepseek-chat
type: maas
vectorize_model: &vectorize_model
api_key: <openai_api_key>
base_url: https://api.openai.com/v1
model: text-embedding-3-small
type: openai
vector_dimensions: 1024
vectorizer: *vectorize_model
log:
level: INFO
project:
biz_scene: default
host_addr: http://127.0.0.1:8887
id: "1"
language: en
namespace: KAGBologna
#------------project configuration end----------------#
#------------kag-builder configuration start----------------#
kag_builder_pipeline:
chain:
type: unstructured_builder_chain # kag.builder.default_chain.DefaultUnstructuredBuilderChain
extractor:
type: schema_free_extractor # kag.builder.component.extractor.schema_free_extractor.SchemaFreeExtractor
llm: *openie_llm
ner_prompt:
type: default_ner # kag.builder.prompt.default.ner.OpenIENERPrompt
std_prompt:
type: default_std # kag.builder.prompt.default.std.OpenIEEntitystandardizationdPrompt
triple_prompt:
type: default_triple # kag.builder.prompt.default.triple.OpenIETriplePrompt
reader:
type: dict_reader # kag.builder.component.reader.dict_reader.DictReader
post_processor:
type: kag_post_processor # kag.builder.component.postprocessor.kag_postprocessor.KAGPostProcessor
splitter:
type: semantic_splitter #length_splitter # kag.builder.component.splitter.length_splitter.LengthSplitter
llm: *chat_llm
split_length: 100000
window_length: 0
vectorizer:
type: batch_vectorizer # kag.builder.component.vectorizer.batch_vectorizer.BatchVectorizer
vectorize_model: *vectorize_model
writer:
type: kg_writer # kag.builder.component.writer.kg_writer.KGWriter
num_threads_per_chain: 1
num_chains: 16
scanner:
type: 2wiki_dataset_scanner # kag.builder.component.scanner.dataset_scanner.MusiqueCorpusScanner
#------------kag-builder configuration end----------------#
#------------kag-solver configuration start----------------#
search_api: &search_api
type: openspg_search_api #kag.solver.tools.search_api.impl.openspg_search_api.OpenSPGSearchAPI
graph_api: &graph_api
type: openspg_graph_api #kag.solver.tools.graph_api.impl.openspg_graph_api.OpenSPGGraphApi
exact_kg_retriever: &exact_kg_retriever
type: default_exact_kg_retriever # kag.solver.retriever.impl.default_exact_kg_retriever.DefaultExactKgRetriever
el_num: 5
llm_client: *chat_llm
search_api: *search_api
graph_api: *graph_api
fuzzy_kg_retriever: &fuzzy_kg_retriever
type: default_fuzzy_kg_retriever # kag.solver.retriever.impl.default_fuzzy_kg_retriever.DefaultFuzzyKgRetriever
el_num: 5
vectorize_model: *vectorize_model
llm_client: *chat_llm
search_api: *search_api
graph_api: *graph_api
chunk_retriever: &chunk_retriever
type: default_chunk_retriever # kag.solver.retriever.impl.default_fuzzy_kg_retriever.DefaultFuzzyKgRetriever
llm_client: *chat_llm
recall_num: 10
rerank_topk: 10
kag_solver_pipeline:
memory:
type: default_memory # kag.solver.implementation.default_memory.DefaultMemory
llm_client: *chat_llm
max_iterations: 3
reasoner:
type: default_reasoner # kag.solver.implementation.default_reasoner.DefaultReasoner
llm_client: *chat_llm
lf_planner:
type: default_lf_planner # kag.solver.plan.default_lf_planner.DefaultLFPlanner
llm_client: *chat_llm
vectorize_model: *vectorize_model
lf_executor:
type: default_lf_executor # kag.solver.execute.default_lf_executor.DefaultLFExecutor
llm_client: *chat_llm
force_chunk_retriever: true
exact_kg_retriever: *exact_kg_retriever
fuzzy_kg_retriever: *fuzzy_kg_retriever
chunk_retriever: *chunk_retriever
merger:
type: default_lf_sub_query_res_merger # kag.solver.execute.default_sub_query_merger.DefaultLFSubQueryResMerger
vectorize_model: *vectorize_model
chunk_retriever: *chunk_retriever
generator:
type: default_generator # kag.solver.implementation.default_generator.DefaultGenerator
llm_client: *chat_llm
generate_prompt:
type: default_resp_generator # kag.solver.prompt.default.resp_generator.RespGenerator
reflector:
type: default_reflector # kag.solver.implementation.default_reflector.DefaultReflector
llm_client: *chat_llm
#------------kag-solver configuration end----------------#
I changed the splitter config from
splitter:
type: length_splitter # kag.builder.component.splitter.length_splitter.LengthSplitter
split_length: 100000
window_length: 0
to
splitter:
type: semantic_splitter #length_splitter # kag.builder.component.splitter.length_splitter.LengthSplitter
llm: *chat_llm
split_length: 100000
window_length: 0
still getting the same error :
2025-03-05 15:25:49(172.24.0.5): Task scheduling completed. cost:11 ms !
2025-03-05 15:25:49(172.24.0.5): Lock released successfully!
2025-03-05 15:25:49(172.24.0.5): Splitter task trace log:
pemja.core.PythonException: <class 'RuntimeError'>: LLM invoke exception, info: Expecting value: line 1 column 1 (char 0)
llm input:
{
"instruction": "
Please understand the content of the text in the input field, recognize the structure and components of the text, and determine the segmentation points according to the semantic theme, dividing it into several non-overlapping sections. If the article has recognizable structural information such as chapters, please divide it according to the top-level structure.
Please return the results according to the schema definition, including summaries and starting points of the sections. The format must be a JSON string. Please follow the examples given in the example field.",
"schema": {
"Section Summary": "A brief summary of the section text",
"Section Starting Point": "The starting point of the section in the original text, limited to about 20 characters. This segmentation point will be used to split the original text, so it must be found in the original text!"
},
"input": "",
"example": [
{
"input": "Jay Chou (Jay Chou), born on January 18, 1979, in Xinbei City, Taiwan Province, originally from Yongchun County, Fujian Province, is a Mandopop male singer, musician, actor, director, screenwriter, and a graduate of Tamkang Senior High School.
In 2000, recommended by Yang Junrong, Jay Chou started singing his own compositions.",
"output": [
{
"Section Summary": "Personal Introduction",
"Section Starting Point": "Jay Chou (Jay Chou), born on January 18"
},
{
"Section Summary": "Career Start",
"Section Starting Point": "
In 2000, recommended by Yang Junrong"
}
]
},
{
"input": "Hangzhou Flexible Employment Personnel Housing Provident Fund Management Measures (Trial)
To expand the benefits of the housing provident fund system and support flexible employment personnel to solve housing problems, according to the State Council's 'Housing Provident Fund Management Regulations', 'Zhejiang Province Housing Provident Fund Regulations' and the relevant provisions and requirements of the Ministry of Housing and Urban-Rural Development and the Zhejiang Provincial Department of Housing and Urban-Rural Development on flexible employment personnel participating in the housing provident fund system, combined with the actual situation in Hangzhou, this method is formulated.
1. This method applies to the voluntary deposit, use, and management of the housing provident fund for flexible employment personnel within the administrative region of this city.
2. The flexible employment personnel referred to in this method are those who are within the administrative region of this city, aged 16 and above, and males under 60 and females under 55, with full civil capacity, and employed in a flexible manner such as part-time, self-employed, or in new forms of employment.
3. Flexible employment personnel applying to deposit the housing provident fund should apply to the Hangzhou Housing Provident Fund Management Center (hereinafter referred to as the Provident Fund Center) for deposit registration procedures and set up personal accounts.",
"output": [
{
"Section Summary": "Background and Basis for Formulating the Management Measures",
"Section Starting Point": "To expand the benefits of the housing provident fund system"
},
{
"Section Summary": "Scope of Application of the Management Measures",
"Section Starting Point": "1. This method applies to the voluntary deposit"
},
{
"Section Summary": "Definition of Flexible Employment Personnel",
"Section Starting Point": "2. The flexible employment personnel referred to in this method"
},
{
"Section Summary": "Procedures for Flexible Employment Personnel to Register for Deposit",
"Section Starting Point": "3. Flexible employment personnel applying to deposit the housing provident fund"
}
]
}
]
}
llm output:
at /openspg_venv/lib/python3.8/site-packages/kag/bridge/spg_server_bridge.run_component(spg_server_bridge.py:48)
at /openspg_venv/lib/python3.8/site-packages/kag/interface/builder/base.invoke(base.py:114)
at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter._invoke(semantic_splitter.py:157)
at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter.semantic_chunk(semantic_splitter.py:119)
at /openspg_venv/lib/python3.8/site-packages/kag/interface/common/llm_client.invoke(llm_client.py:117)
at pemja.core.PythonInterpreter.invokeMethod(Native Method)
at pemja.core.PythonInterpreter.invokeMethod(PythonInterpreter.java:118)
at com.antgroup.openspg.common.util.pemja.PemjaUtils.invoke(PemjaUtils.java:33)
at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.splitterChunk(KagSplitterAsyncTask.java:217)
at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:179)
at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:142)
at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.executeTask(MemoryTaskServer.java:67)
at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.lambda$submit$0(MemoryTaskServer.java:56)
at java.util.concurrent.CompletableFuture$AsyncSupply.run(CompletableFuture.java:1604)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:750)
2025-03-05 15:25:49(172.24.0.5): Splitter task status is ERROR
2025-03-05 15:25:49(172.24.0.5): The asynchronous task has been created! resource:builder/project_4/instance_13/74_kagSplitterAsyncTask.kag
2025-03-05 15:25:49(172.24.0.5): Lock preempted successfully!
2025-03-05 15:24:49(172.24.0.5): Task scheduling completed. cost:9 ms !
2025-03-05 15:24:49(172.24.0.5): Lock released successfully!
2025-03-05 15:24:49(172.24.0.5): Splitter task trace log:
>> 15:24:32: Split chunk(Sommario)
>> 15:24:32: Split chunk(Documento Unico di Programmazione 2024-2026) successfully. chunk size:2
>> 15:24:28: Split chunk(Documento Unico di Programmazione 2024-2026)
>> 15:24:28: Invoke the split operator
>> 15:24:28: Start split document!
2025-03-05 15:24:49(172.24.0.5): Splitter task status is RUNNING
2025-03-05 15:24:49(172.24.0.5): The asynchronous task has been created! resource:builder/project_4/instance_13/74_kagSplitterAsyncTask.kag
2025-03-05 15:24:49(172.24.0.5): Lock preempted successfully!
Hey @epie-godfred,
could you change the log to debug and share the output.
log:
level: DEBUG
During the Create Task I tried to Preview Extract Effect and got the following error :
Done initialize project config with host addr http://127.0.0.1:8887 and project_id 1
Done init config from server: set KAG_DEBUG_DUMP_CONFIG=1 to dump config
2025-03-06 16:51:32,264 [] [] [http-nio-8887-exec-8] ERROR c.a.o.s.a.h.s.HttpBizTemplate - execute http biz callback unknown error
pemja.core.PythonException: <class 'pyhocon.exceptions.ConfigMissingException'>: No configuration setting found for key llm
at /openspg_venv/lib/python3.8/site-packages/kag/bridge/spg_server_bridge.run_component(spg_server_bridge.py:45)
at /openspg_venv/lib/python3.8/site-packages/kag/common/registry/registrable.from_config(registrable.py:813)
at /openspg_venv/lib/python3.8/site-packages/kag/common/registry/registrable.from_config(registrable.py:763)
at /openspg_venv/lib/python3.8/site-packages/kag/common/registry/registrable.from_config(registrable.py:813)
at /openspg_venv/lib/python3.8/site-packages/kag/common/registry/registrable.from_config(registrable.py:791)
at /openspg_venv/lib/python3.8/site-packages/kag/common/registry/registrable.create_kwargs(registrable.py:249)
at /openspg_venv/lib/python3.8/site-packages/kag/common/registry/registrable.pop_and_construct_arg(registrable.py:281)
at /openspg_venv/lib/python3.8/site-packages/pyhocon/config_tree.pop(config_tree.py:274)
at /openspg_venv/lib/python3.8/site-packages/pyhocon/config_tree.get(config_tree.py:236)
at /openspg_venv/lib/python3.8/site-packages/pyhocon/config_tree._get(config_tree.py:176)
at pemja.core.PythonInterpreter.invokeMethod(Native Method)
at pemja.core.PythonInterpreter.invokeMethod(PythonInterpreter.java:118)
at com.antgroup.openspg.common.util.pemja.PemjaUtils.invoke(PemjaUtils.java:33)
at com.antgroup.openspgapp.api.http.server.builder.BuilderJobController.paragraphSplit(BuilderJobController.java:731)
at com.antgroup.openspgapp.api.http.server.builder.BuilderJobController$12.action(BuilderJobController.java:708)
at com.antgroup.openspgapp.api.http.server.builder.BuilderJobController$12.action(BuilderJobController.java:676)
at com.antgroup.openspg.server.api.http.server.HttpBizTemplate.execute2(HttpBizTemplate.java:78)
at com.antgroup.openspgapp.api.http.server.builder.BuilderJobController.splitPreview(BuilderJobController.java:675)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at org.springframework.web.method.support.InvocableHandlerMethod.doInvoke(InvocableHandlerMethod.java:205)
at org.springframework.web.method.support.InvocableHandlerMethod.invokeForRequest(InvocableHandlerMethod.java:150)
at org.springframework.web.servlet.mvc.method.annotation.ServletInvocableHandlerMethod.invokeAndHandle(ServletInvocableHandlerMethod.java:117)
at org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter.invokeHandlerMethod(RequestMappingHandlerAdapter.java:895)
at org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter.handleInternal(RequestMappingHandlerAdapter.java:808)
at org.springframework.web.servlet.mvc.method.AbstractHandlerMethodAdapter.handle(AbstractHandlerMethodAdapter.java:87)
at org.springframework.web.servlet.DispatcherServlet.doDispatch(DispatcherServlet.java:1071)
at org.springframework.web.servlet.DispatcherServlet.doService(DispatcherServlet.java:964)
at org.springframework.web.servlet.FrameworkServlet.processRequest(FrameworkServlet.java:1006)
at org.springframework.web.servlet.FrameworkServlet.doPost(FrameworkServlet.java:909)
at javax.servlet.http.HttpServlet.service(HttpServlet.java:696)
at org.springframework.web.servlet.FrameworkServlet.service(FrameworkServlet.java:883)
at javax.servlet.http.HttpServlet.service(HttpServlet.java:779)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:227)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:162)
at org.apache.tomcat.websocket.server.WsFilter.doFilter(WsFilter.java:53)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:189)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:162)
at com.antgroup.openspgapp.api.http.server.filter.AclFilter.doFilter(AclFilter.java:137)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:189)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:162)
at org.springframework.web.filter.RequestContextFilter.doFilterInternal(RequestContextFilter.java:100)
at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:117)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:189)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:162)
at org.springframework.web.filter.FormContentFilter.doFilterInternal(FormContentFilter.java:93)
at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:117)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:189)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:162)
at org.springframework.boot.actuate.metrics.web.servlet.WebMvcMetricsFilter.doFilterInternal(WebMvcMetricsFilter.java:96)
at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:117)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:189)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:162)
at com.alipay.sofa.tracer.plugins.springmvc.SpringMvcSofaTracerFilter.doFilter(SpringMvcSofaTracerFilter.java:87)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:189)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:162)
at org.springframework.web.filter.CharacterEncodingFilter.doFilterInternal(CharacterEncodingFilter.java:201)
at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:117)
at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:189)
at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:162)
at org.apache.catalina.core.StandardWrapperValve.invoke(StandardWrapperValve.java:177)
at org.apache.catalina.core.StandardContextValve.invoke(StandardContextValve.java:97)
at org.apache.catalina.authenticator.AuthenticatorBase.invoke(AuthenticatorBase.java:541)
at org.apache.catalina.core.StandardHostValve.invoke(StandardHostValve.java:135)
at org.apache.catalina.valves.ErrorReportValve.invoke(ErrorReportValve.java:92)
at org.apache.catalina.core.StandardEngineValve.invoke(StandardEngineValve.java:78)
at org.apache.catalina.connector.CoyoteAdapter.service(CoyoteAdapter.java:360)
at org.apache.coyote.http11.Http11Processor.service(Http11Processor.java:399)
at org.apache.coyote.AbstractProcessorLight.process(AbstractProcessorLight.java:65)
at org.apache.coyote.AbstractProtocol$ConnectionHandler.process(AbstractProtocol.java:891)
at org.apache.tomcat.util.net.NioEndpoint$SocketProcessor.doRun(NioEndpoint.java:1784)
at org.apache.tomcat.util.net.SocketProcessorBase.run(SocketProcessorBase.java:49)
at org.apache.tomcat.util.threads.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1191)
at org.apache.tomcat.util.threads.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:659)
at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61)
at java.lang.Thread.run(Thread.java:750)
the project configuration file is the same as yerterday :
#------------project configuration start----------------#
openie_llm: &openie_llm
api_key: <openrouter_api_key>
base_url: https://openrouter.ai/api/v1
model: deepseek/deepseek-chat
type: maas
chat_llm: &chat_llm
api_key: <openrouter_api_key>
base_url: https://openrouter.ai/api/v1
model: deepseek/deepseek-chat
type: maas
vectorize_model: &vectorize_model
api_key: <openai_api_key>
base_url: https://api.openai.com/v1
model: text-embedding-3-small
type: openai
vector_dimensions: 1024
vectorizer: *vectorize_model
log:
level: DEBUG
project:
biz_scene: default
host_addr: http://127.0.0.1:8887
id: "1"
language: en
namespace: KAGBologna1
#------------project configuration end----------------#
#------------kag-builder configuration start----------------#
kag_builder_pipeline:
chain:
type: unstructured_builder_chain # kag.builder.default_chain.DefaultUnstructuredBuilderChain
extractor:
type: schema_free_extractor # kag.builder.component.extractor.schema_free_extractor.SchemaFreeExtractor
llm: *openie_llm
ner_prompt:
type: default_ner # kag.builder.prompt.default.ner.OpenIENERPrompt
std_prompt:
type: default_std # kag.builder.prompt.default.std.OpenIEEntitystandardizationdPrompt
triple_prompt:
type: default_triple # kag.builder.prompt.default.triple.OpenIETriplePrompt
reader:
type: dict_reader # kag.builder.component.reader.dict_reader.DictReader
post_processor:
type: kag_post_processor # kag.builder.component.postprocessor.kag_postprocessor.KAGPostProcessor
splitter:
type: semantic_splitter #length_splitter # kag.builder.component.splitter.length_splitter.LengthSplitter
llm: *chat_llm
split_length: 100000
window_length: 0
vectorizer:
type: batch_vectorizer # kag.builder.component.vectorizer.batch_vectorizer.BatchVectorizer
vectorize_model: *vectorize_model
writer:
type: kg_writer # kag.builder.component.writer.kg_writer.KGWriter
num_threads_per_chain: 1
num_chains: 16
scanner:
type: 2wiki_dataset_scanner # kag.builder.component.scanner.dataset_scanner.MusiqueCorpusScanner
#------------kag-builder configuration end----------------#
#------------kag-solver configuration start----------------#
search_api: &search_api
type: openspg_search_api #kag.solver.tools.search_api.impl.openspg_search_api.OpenSPGSearchAPI
graph_api: &graph_api
type: openspg_graph_api #kag.solver.tools.graph_api.impl.openspg_graph_api.OpenSPGGraphApi
exact_kg_retriever: &exact_kg_retriever
type: default_exact_kg_retriever # kag.solver.retriever.impl.default_exact_kg_retriever.DefaultExactKgRetriever
el_num: 5
llm_client: *chat_llm
search_api: *search_api
graph_api: *graph_api
fuzzy_kg_retriever: &fuzzy_kg_retriever
type: default_fuzzy_kg_retriever # kag.solver.retriever.impl.default_fuzzy_kg_retriever.DefaultFuzzyKgRetriever
el_num: 5
vectorize_model: *vectorize_model
llm_client: *chat_llm
search_api: *search_api
graph_api: *graph_api
chunk_retriever: &chunk_retriever
type: default_chunk_retriever # kag.solver.retriever.impl.default_fuzzy_kg_retriever.DefaultFuzzyKgRetriever
llm_client: *chat_llm
recall_num: 10
rerank_topk: 10
kag_solver_pipeline:
memory:
type: default_memory # kag.solver.implementation.default_memory.DefaultMemory
llm_client: *chat_llm
max_iterations: 3
reasoner:
type: default_reasoner # kag.solver.implementation.default_reasoner.DefaultReasoner
llm_client: *chat_llm
lf_planner:
type: default_lf_planner # kag.solver.plan.default_lf_planner.DefaultLFPlanner
llm_client: *chat_llm
vectorize_model: *vectorize_model
lf_executor:
type: default_lf_executor # kag.solver.execute.default_lf_executor.DefaultLFExecutor
llm_client: *chat_llm
force_chunk_retriever: true
exact_kg_retriever: *exact_kg_retriever
fuzzy_kg_retriever: *fuzzy_kg_retriever
chunk_retriever: *chunk_retriever
merger:
type: default_lf_sub_query_res_merger # kag.solver.execute.default_sub_query_merger.DefaultLFSubQueryResMerger
vectorize_model: *vectorize_model
chunk_retriever: *chunk_retriever
generator:
type: default_generator # kag.solver.implementation.default_generator.DefaultGenerator
llm_client: *chat_llm
generate_prompt:
type: default_resp_generator # kag.solver.prompt.default.resp_generator.RespGenerator
reflector:
type: default_reflector # kag.solver.implementation.default_reflector.DefaultReflector
llm_client: *chat_llm
#------------kag-solver configuration end----------------#
Search before asking
- [x] I had searched in the issues and found no similar issues.
Operating system information
Other
What happened
I'm currently running KAG using docker with the following docker-compose file
version: "3.7" services: server: restart: always image: spg-registry.us-west-1.cr.aliyuncs.com/spg/openspg-server:latest container_name: release-openspg-server ports: - "8887:8887" depends_on: - mysql - neo4j - minio volumes: - /etc/localtime:/etc/localtime:ro environment: TZ: Europe/Rome LANG: C.UTF-8 command: [ "java", "-Dfile.encoding=UTF-8", "-Xms2048m", "-Xmx8192m", "-jar", "arks-sofaboot-0.0.1-SNAPSHOT-executable.jar", '--server.repository.impl.jdbc.host=mysql', '--server.repository.impl.jdbc.password=openspg', '--builder.model.execute.num=5', '--cloudext.graphstore.url=neo4j://release-openspg-neo4j:7687?user=neo4j&password=neo4j@openspg&database=neo4j', '--cloudext.searchengine.url=neo4j://release-openspg-neo4j:7687?user=neo4j&password=neo4j@openspg&database=neo4j' ]
mysql: restart: always image: spg-registry.us-west-1.cr.aliyuncs.com/spg/openspg-mysql:latest container_name: release-openspg-mysql volumes: - /etc/localtime:/etc/localtime:ro # - $HOME/mysql/data:/var/lib/mysql environment: TZ: Europe/Rome LANG: C.UTF-8 MYSQL_ROOT_PASSWORD: openspg MYSQL_DATABASE: openspg ports: - "3306:3306" command: [ '--character-set-server=utf8mb4', '--collation-server=utf8mb4_general_ci' ]
neo4j: restart: always image: spg-registry.us-west-1.cr.aliyuncs.com/spg/openspg-neo4j:latest container_name: release-openspg-neo4j ports: - "7474:7474" - "7687:7687" environment: - TZ=Europe/Rome - NEO4J_AUTH=neo4j/neo4j@openspg - NEO4J_PLUGINS=["apoc"] - NEO4J_server_memory_heap_initial__size=1G - NEO4J_server_memory_heap_max__size=4G - NEO4J_server_memory_pagecache_size=1G - NEO4J_apoc_export_file_enabled=true - NEO4J_apoc_import_file_enabled=true - NEO4J_dbms_security_procedures_unrestricted=* - NEO4J_dbms_security_procedures_allowlist=* volumes: - /etc/localtime:/etc/localtime:ro - $HOME/dozerdb/logs:/logs # - $HOME/mysql/data:/data
minio: image: spg-registry.us-west-1.cr.aliyuncs.com/spg/openspg-minio:latest container_name: release-openspg-minio command: server --console-address ":9001" /data restart: always environment: MINIO_ACCESS_KEY: minio MINIO_SECRET_KEY: minio@openspg TZ: Europe/Rome ports: - 9000:9000 - 9001:9001 volumes: - /etc/localtime:/etc/localtime:ro with the following configurations for the models
openie_llm: &openie_llm api_key: <openrouter_api_key> base_url: https://openrouter.ai/api/v1 model: deepseek/deepseek-chat type: maas
chat_llm: &chat_llm api_key: <openrouter_api_key> base_url: https://openrouter.ai/api/v1 model: deepseek/deepseek-chat type: maas
vectorize_model: &vectorize_model api_key: <openai_api_key> base_url: https://api.openai.com/v1 model: text-embedding-3-small type: openai vector_dimensions: 1024 vectorizer: *vectorize_model Case when the input is not empty :
2025-03-05 11:08:51(172.24.0.5): Task scheduling completed. cost:8 ms ! 2025-03-05 11:08:51(172.24.0.5): Lock released successfully! 2025-03-05 11:08:51(172.24.0.5): Splitter task trace log: pemja.core.PythonException: <class 'RuntimeError'>: LLM invoke exception, info: Expecting value: line 1 column 1 (char 0) llm input:
{ "instruction": " Please understand the content of the text in the input field, recognize the structure and components of the text, and determine the segmentation points according to the semantic theme, dividing it into several non-overlapping sections. If the article has recognizable structural information such as chapters, please divide it according to the top-level structure. Please return the results according to the schema definition, including summaries and starting points of the sections. The format must be a JSON string. Please follow the examples given in the example field.", "schema": { "Section Summary": "A brief summary of the section text", "Section Starting Point": "The starting point of the section in the original text, limited to about 20 characters. This segmentation point will be used to split the original text, so it must be found in the original text!" }, "input": "1 A cura dell'Area Programmazione e Statistica Con il contributo, per la redazione degli strumenti di programmazione relativi all'attività istituzionale dell'Ente, di: Area Personale e Organizzazione Area Risorse Finanziarie Area Quartieri Area Educazione, Istruzione e Nuove Generazioni Area Segreteria Generale, Partecipate e Appalti Area Sicurezza Urbana Integrata Dipartimento Welfare e Promozione del benessere della comunità Dipartimento Lavori Pubblici, Verde e Mobilità Dipartimento Cultura, Sport e Promozione della Città Dipartimento Urbanistica, Casa, Ambiente e Patrimonio Direzione Generale Settore Economia Settore Innovazione digitale e dati Settore Innovazione e semplificazione amministrativa e cura delle relazioni con il cittadino Segretario Generale Settore Staff del Consiglio Comunale Settore Gabinetto del Sindaco Settore Avvocatura Immagine di copertina - Giorgio Bianchi - Comune di Bologna 2", "example": [ { "input": "Jay Chou (Jay Chou), born on January 18, 1979, in Xinbei City, Taiwan Province, originally from Yongchun County, Fujian Province, is a Mandopop male singer, musician, actor, director, screenwriter, and a graduate of Tamkang Senior High School. In 2000, recommended by Yang Junrong, Jay Chou started singing his own compositions.", "output": [ { "Section Summary": "Personal Introduction", "Section Starting Point": "Jay Chou (Jay Chou), born on January 18" }, { "Section Summary": "Career Start", "Section Starting Point": " In 2000, recommended by Yang Junrong" } ] }, { "input": "Hangzhou Flexible Employment Personnel Housing Provident Fund Management Measures (Trial) To expand the benefits of the housing provident fund system and support flexible employment personnel to solve housing problems, according to the State Council's 'Housing Provident Fund Management Regulations', 'Zhejiang Province Housing Provident Fund Regulations' and the relevant provisions and requirements of the Ministry of Housing and Urban-Rural Development and the Zhejiang Provincial Department of Housing and Urban-Rural Development on flexible employment personnel participating in the housing provident fund system, combined with the actual situation in Hangzhou, this method is formulated.
- This method applies to the voluntary deposit, use, and management of the housing provident fund for flexible employment personnel within the administrative region of this city.
- The flexible employment personnel referred to in this method are those who are within the administrative region of this city, aged 16 and above, and males under 60 and females under 55, with full civil capacity, and employed in a flexible manner such as part-time, self-employed, or in new forms of employment.
- Flexible employment personnel applying to deposit the housing provident fund should apply to the Hangzhou Housing Provident Fund Management Center (hereinafter referred to as the Provident Fund Center) for deposit registration procedures and set up personal accounts.", "output": [ { "Section Summary": "Background and Basis for Formulating the Management Measures", "Section Starting Point": "To expand the benefits of the housing provident fund system" }, { "Section Summary": "Scope of Application of the Management Measures", "Section Starting Point": "1. This method applies to the voluntary deposit" }, { "Section Summary": "Definition of Flexible Employment Personnel", "Section Starting Point": "2. The flexible employment personnel referred to in this method" }, { "Section Summary": "Procedures for Flexible Employment Personnel to Register for Deposit", "Section Starting Point": "3. Flexible employment personnel applying to deposit the housing provident fund" } ] } ] }
llm output:
at /openspg_venv/lib/python3.8/site-packages/kag/bridge/spg_server_bridge.run_component(spg_server_bridge.py:48) at /openspg_venv/lib/python3.8/site-packages/kag/interface/builder/base.invoke(base.py:114) at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter._invoke(semantic_splitter.py:157) at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter.semantic_chunk(semantic_splitter.py:119) at /openspg_venv/lib/python3.8/site-packages/kag/interface/common/llm_client.invoke(llm_client.py:117) at pemja.core.PythonInterpreter.invokeMethod(Native Method) at pemja.core.PythonInterpreter.invokeMethod(PythonInterpreter.java:118) at com.antgroup.openspg.common.util.pemja.PemjaUtils.invoke(PemjaUtils.java:33) at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.splitterChunk(KagSplitterAsyncTask.java:217) at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:179) at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:142) at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.executeTask(MemoryTaskServer.java:67) at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.lambda$submit$0(MemoryTaskServer.java:56) at java.util.concurrent.CompletableFuture$AsyncSupply.run(CompletableFuture.java:1604) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624) at java.lang.Thread.run(Thread.java:750)
2025-03-05 11:08:51(172.24.0.5): Splitter task status is ERROR 2025-03-05 11:08:51(172.24.0.5): The asynchronous task has been created! resource:builder/project_2/instance_10/56_kagSplitterAsyncTask.kag 2025-03-05 11:08:51(172.24.0.5): Lock preempted successfully! Another similar error
2025-03-05 11:08:51(172.24.0.5): Task scheduling completed. cost:8 ms ! 2025-03-05 11:08:51(172.24.0.5): Lock released successfully! 2025-03-05 11:08:51(172.24.0.5): Splitter task trace log: pemja.core.PythonException: <class 'RuntimeError'>: LLM invoke exception, info: Expecting value: line 1 column 1 (char 0) llm input:
{ "instruction": " Please understand the content of the text in the input field, recognize the structure and components of the text, and determine the segmentation points according to the semantic theme, dividing it into several non-overlapping sections. If the article has recognizable structural information such as chapters, please divide it according to the top-level structure. Please return the results according to the schema definition, including summaries and starting points of the sections. The format must be a JSON string. Please follow the examples given in the example field.", "schema": { "Section Summary": "A brief summary of the section text", "Section Starting Point": "The starting point of the section in the original text, limited to about 20 characters. This segmentation point will be used to split the original text, so it must be found in the original text!" }, "input": "1 A cura dell'Area Programmazione e Statistica Con il contributo, per la redazione degli strumenti di programmazione relativi all'attività istituzionale dell'Ente, di: Area Personale e Organizzazione Area Risorse Finanziarie Area Quartieri Area Educazione, Istruzione e Nuove Generazioni Area Segreteria Generale, Partecipate e Appalti Area Sicurezza Urbana Integrata Dipartimento Welfare e Promozione del benessere della comunità Dipartimento Lavori Pubblici, Verde e Mobilità Dipartimento Cultura, Sport e Promozione della Città Dipartimento Urbanistica, Casa, Ambiente e Patrimonio Direzione Generale Settore Economia Settore Innovazione digitale e dati Settore Innovazione e semplificazione amministrativa e cura delle relazioni con il cittadino Segretario Generale Settore Staff del Consiglio Comunale Settore Gabinetto del Sindaco Settore Avvocatura Immagine di copertina - Giorgio Bianchi - Comune di Bologna 2", "example": [ { "input": "Jay Chou (Jay Chou), born on January 18, 1979, in Xinbei City, Taiwan Province, originally from Yongchun County, Fujian Province, is a Mandopop male singer, musician, actor, director, screenwriter, and a graduate of Tamkang Senior High School. In 2000, recommended by Yang Junrong, Jay Chou started singing his own compositions.", "output": [ { "Section Summary": "Personal Introduction", "Section Starting Point": "Jay Chou (Jay Chou), born on January 18" }, { "Section Summary": "Career Start", "Section Starting Point": " In 2000, recommended by Yang Junrong" } ] }, { "input": "Hangzhou Flexible Employment Personnel Housing Provident Fund Management Measures (Trial) To expand the benefits of the housing provident fund system and support flexible employment personnel to solve housing problems, according to the State Council's 'Housing Provident Fund Management Regulations', 'Zhejiang Province Housing Provident Fund Regulations' and the relevant provisions and requirements of the Ministry of Housing and Urban-Rural Development and the Zhejiang Provincial Department of Housing and Urban-Rural Development on flexible employment personnel participating in the housing provident fund system, combined with the actual situation in Hangzhou, this method is formulated.
- This method applies to the voluntary deposit, use, and management of the housing provident fund for flexible employment personnel within the administrative region of this city.
- The flexible employment personnel referred to in this method are those who are within the administrative region of this city, aged 16 and above, and males under 60 and females under 55, with full civil capacity, and employed in a flexible manner such as part-time, self-employed, or in new forms of employment.
- Flexible employment personnel applying to deposit the housing provident fund should apply to the Hangzhou Housing Provident Fund Management Center (hereinafter referred to as the Provident Fund Center) for deposit registration procedures and set up personal accounts.", "output": [ { "Section Summary": "Background and Basis for Formulating the Management Measures", "Section Starting Point": "To expand the benefits of the housing provident fund system" }, { "Section Summary": "Scope of Application of the Management Measures", "Section Starting Point": "1. This method applies to the voluntary deposit" }, { "Section Summary": "Definition of Flexible Employment Personnel", "Section Starting Point": "2. The flexible employment personnel referred to in this method" }, { "Section Summary": "Procedures for Flexible Employment Personnel to Register for Deposit", "Section Starting Point": "3. Flexible employment personnel applying to deposit the housing provident fund" } ] } ] }
llm output:
at /openspg_venv/lib/python3.8/site-packages/kag/bridge/spg_server_bridge.run_component(spg_server_bridge.py:48) at /openspg_venv/lib/python3.8/site-packages/kag/interface/builder/base.invoke(base.py:114) at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter._invoke(semantic_splitter.py:157) at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter.semantic_chunk(semantic_splitter.py:119) at /openspg_venv/lib/python3.8/site-packages/kag/interface/common/llm_client.invoke(llm_client.py:117) at pemja.core.PythonInterpreter.invokeMethod(Native Method) at pemja.core.PythonInterpreter.invokeMethod(PythonInterpreter.java:118) at com.antgroup.openspg.common.util.pemja.PemjaUtils.invoke(PemjaUtils.java:33) at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.splitterChunk(KagSplitterAsyncTask.java:217) at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:179) at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:142) at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.executeTask(MemoryTaskServer.java:67) at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.lambda$submit$0(MemoryTaskServer.java:56) at java.util.concurrent.CompletableFuture$AsyncSupply.run(CompletableFuture.java:1604) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624) at java.lang.Thread.run(Thread.java:750)
2025-03-05 11:08:51(172.24.0.5): Splitter task status is ERROR 2025-03-05 11:08:51(172.24.0.5): The asynchronous task has been created! resource:builder/project_2/instance_10/56_kagSplitterAsyncTask.kag 2025-03-05 11:08:51(172.24.0.5): Lock preempted successfully! markdown document to be added to knowledge base attached.
I tried changing the
split_lengthparameter from default 20000 to 100000 but still get the same error. What can I do to resolve this?How to reproduce
Steps to reproduce the error:
- setup using configs shared above
- create task on Knowledge Base Build UI using the document provided with the
split_legthprovided- error :
Reader
2025-03-05 11:08:27(172.24.0.5): Task scheduling completed. cost:4588 ms ! 2025-03-05 11:08:27(172.24.0.5): Lock released successfully! 2025-03-05 11:08:27(172.24.0.5): Store the results of the read operator. file:builder/builder/project_2/instance_10/55_kagReaderSyncTask.kag 2025-03-05 11:08:27(172.24.0.5): The read operator was invoked successfully. chunk size:1...Expand Splitter
2025-03-05 11:23:51(172.24.0.5): Task scheduling completed. cost:6 ms ! 2025-03-05 11:23:51(172.24.0.5): Lock released successfully! 2025-03-05 11:23:51(172.24.0.5): Splitter task trace log: pemja.core.PythonException: <class 'RuntimeError'>: LLM invoke exception, info: Expecting value: line 1 column 1 (char 0) llm input:
{ "instruction": " Please understand the content of the text in the input field, recognize the structure and components of the text, and determine the segmentation points according to the semantic theme, dividing it into several non-overlapping sections. If the article has recognizable structural information such as chapters, please divide it according to the top-level structure. Please return the results according to the schema definition, including summaries and starting points of the sections. The format must be a JSON string. Please follow the examples given in the example field.", "schema": { "Section Summary": "A brief summary of the section text", "Section Starting Point": "The starting point of the section in the original text, limited to about 20 characters. This segmentation point will be used to split the original text, so it must be found in the original text!" }, "input": "In questo capitolo si analizza la situazione demografica, sociale, economica e ambientale del territorio bolognese, con l'obiettivo di fornire informazioni e dati per orientare la programmazione. Nel capitolo vengono in particolare messi in evidenza alcuni dati di contesti relativi alle donne e alle giovani generazioni.", "example": [ { "input": "Jay Chou (Jay Chou), born on January 18, 1979, in Xinbei City, Taiwan Province, originally from Yongchun County, Fujian Province, is a Mandopop male singer, musician, actor, director, screenwriter, and a graduate of Tamkang Senior High School. In 2000, recommended by Yang Junrong, Jay Chou started singing his own compositions.", "output": [ { "Section Summary": "Personal Introduction", "Section Starting Point": "Jay Chou (Jay Chou), born on January 18" }, { "Section Summary": "Career Start", "Section Starting Point": " In 2000, recommended by Yang Junrong" } ] }, { "input": "Hangzhou Flexible Employment Personnel Housing Provident Fund Management Measures (Trial) To expand the benefits of the housing provident fund system and support flexible employment personnel to solve housing problems, according to the State Council's 'Housing Provident Fund Management Regulations', 'Zhejiang Province Housing Provident Fund Regulations' and the relevant provisions and requirements of the Ministry of Housing and Urban-Rural Development and the Zhejiang Provincial Department of Housing and Urban-Rural Development on flexible employment personnel participating in the housing provident fund system, combined with the actual situation in Hangzhou, this method is formulated.
- This method applies to the voluntary deposit, use, and management of the housing provident fund for flexible employment personnel within the administrative region of this city.
- The flexible employment personnel referred to in this method are those who are within the administrative region of this city, aged 16 and above, and males under 60 and females under 55, with full civil capacity, and employed in a flexible manner such as part-time, self-employed, or in new forms of employment.
- Flexible employment personnel applying to deposit the housing provident fund should apply to the Hangzhou Housing Provident Fund Management Center (hereinafter referred to as the Provident Fund Center) for deposit registration procedures and set up personal accounts.", "output": [ { "Section Summary": "Background and Basis for Formulating the Management Measures", "Section Starting Point": "To expand the benefits of the housing provident fund system" }, { "Section Summary": "Scope of Application of the Management Measures", "Section Starting Point": "1. This method applies to the voluntary deposit" }, { "Section Summary": "Definition of Flexible Employment Personnel", "Section Starting Point": "2. The flexible employment personnel referred to in this method" }, { "Section Summary": "Procedures for Flexible Employment Personnel to Register for Deposit", "Section Starting Point": "3. Flexible employment personnel applying to deposit the housing provident fund" } ] } ] }
llm output:
at /openspg_venv/lib/python3.8/site-packages/kag/bridge/spg_server_bridge.run_component(spg_server_bridge.py:48) at /openspg_venv/lib/python3.8/site-packages/kag/interface/builder/base.invoke(base.py:114) at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter._invoke(semantic_splitter.py:157) at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter.semantic_chunk(semantic_splitter.py:119) at /openspg_venv/lib/python3.8/site-packages/kag/interface/common/llm_client.invoke(llm_client.py:117) at pemja.core.PythonInterpreter.invokeMethod(Native Method) at pemja.core.PythonInterpreter.invokeMethod(PythonInterpreter.java:118) at com.antgroup.openspg.common.util.pemja.PemjaUtils.invoke(PemjaUtils.java:33) at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.splitterChunk(KagSplitterAsyncTask.java:217) at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:179) at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:142) at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.executeTask(MemoryTaskServer.java:67) at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.lambda$submit$0(MemoryTaskServer.java:56) at java.util.concurrent.CompletableFuture$AsyncSupply.run(CompletableFuture.java:1604) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624) at java.lang.Thread.run(Thread.java:750)
2025-03-05 11:23:51(172.24.0.5): Splitter task status is ERROR 2025-03-05 11:23:51(172.24.0.5): The asynchronous task has been created! resource:builder/project_2/instance_10/56_kagSplitterAsyncTask.kag 2025-03-05 11:23:51(172.24.0.5): Lock preempted successfully!
2025-03-05 11:22:51(172.24.0.5): Task scheduling completed. cost:11 ms ! 2025-03-05 11:22:51(172.24.0.5): Lock released successfully! 2025-03-05 11:22:51(172.24.0.5): Splitter task has been successfully created! 2025-03-05 11:22:51(172.24.0.5): Splitter task execute failed, recreating…… 2025-03-05 11:22:51(172.24.0.5): Splitter task trace log: pemja.core.PythonException: <class 'RuntimeError'>: LLM invoke exception, info: Expecting value: line 1 column 1 (char 0) llm input:
{ "instruction": " Please understand the content of the text in the input field, recognize the structure and components of the text, and determine the segmentation points according to the semantic theme, dividing it into several non-overlapping sections. If the article has recognizable structural information such as chapters, please divide it according to the top-level structure. Please return the results according to the schema definition, including summaries and starting points of the sections. The format must be a JSON string. Please follow the examples given in the example field.", "schema": { "Section Summary": "A brief summary of the section text", "Section Starting Point": "The starting point of the section in the original text, limited to about 20 characters. This segmentation point will be used to split the original text, so it must be found in the original text!" }, "input": "7 8 9
Premessa .................................................................................................................................................................. 6 Sezione Strategica - Analisi delle condizioni esterne all'ente .................................................................................. 9 Premessa .................................................................................................................................................................. 6 Sezione Strategica - Analisi delle condizioni esterne all'ente .................................................................................. 9 Il contesto demografico, sociale, economico e l'ambiente .......................................................................... 10 Il contesto demografico, sociale, economico e l'ambiente .......................................................................... 10 1.1 La situazione demografica ...................................................................................................................... 10 1.1 La situazione demografica ...................................................................................................................... 10 1.2 La situazione economica ......................................................................................................................... 11 1.2 La situazione economica ......................................................................................................................... 11 1.2.1 Lo scenario economico .................................................................................................................. 11 1.2.1 Lo scenario economico .................................................................................................................. 11 Le imprese ..................................................................................................................................... 13 Le imprese ..................................................................................................................................... 13 Il commercio estero ...................................................................................................................... 14 Il commercio estero ...................................................................................................................... 14 Il lavoro .......................................................................................................................................... 15 Il lavoro .......................................................................................................................................... 15 L'inflazione .................................................................................................................................... 16 L'inflazione .................................................................................................................................... 16 I redditi .......................................................................................................................................... 17 I redditi .......................................................................................................................................... 17 Il turismo ....................................................................................................................................... 18 Il turismo ....................................................................................................................................... 18 L'Aeroporto ................................................................................................................................... 19 L'Aeroporto ................................................................................................................................... 19 1.2.9 Il mercato immobiliare .................................................................................................................. 20 1.2.9 Il mercato immobiliare .................................................................................................................. 20 1.3 L'ambiente .............................................................................................................................................. 22 1.3 L'ambiente .............................................................................................................................................. 22 L'ambiente .................................................................................................................................... 22 L'ambiente .................................................................................................................................... 22 La mobilità ..................................................................................................................................... 23 La mobilità ..................................................................................................................................... 23 L'Indagine sulla qualità della vita dei cittadini e delle cittadine del Comune e della Città Metropolitana di L'Indagine sulla qualità della vita dei cittadini e delle cittadine del Comune e della Città Metropolitana di Bologna nel 2023 ................................................................................................................................................... 30 Bologna nel 2023 ................................................................................................................................................... 30 3 Gli obiettivi nazionali e regionali .................................................................................................................. 41 3 Gli obiettivi nazionali e regionali .................................................................................................................. 41 4 Lo sviluppo sostenibile, un paradigma per il presente e per il futuro .......................................................... 44 4 Lo sviluppo sostenibile, un paradigma per il presente e per il futuro .......................................................... 44 L'Agenda 2030: un programma d'azione globale ................................................................................... 45 L'Agenda 2030: un'analisi sullo stato di avanzamento degli Obiettivi di sviluppo sostenibile nel nostro L'Agenda 2030: un programma d'azione globale ................................................................................... 45 L'Agenda 2030: un'analisi sullo stato di avanzamento degli Obiettivi di sviluppo sostenibile nel nostro 4.2 Paese 48 4.2 Paese 48 4.3 La strategia territoriale per lo sviluppo sostenibile: verso un modello di governo del Valore Pubblico 50 4.3 La strategia territoriale per lo sviluppo sostenibile: verso un modello di governo del Valore Pubblico 50 Il percorso verso la costruzione di una Agenda Territoriale per lo Sviluppo sostenibile .............. 51 Il percorso verso la costruzione di una Agenda Territoriale per lo Sviluppo sostenibile .............. 51 4.3.2 Il Valore Pubblico come 'stella polare' cui far convergere la Programmazione .......................... 68 4.3.2 Il Valore Pubblico come 'stella polare' cui far convergere la Programmazione .......................... 68 4.4 La centralità della programmazione per le donne e per le giovani generazioni ..................................... 69 4.4 La centralità della programmazione per le donne e per le giovani generazioni ..................................... 69 Lo sviluppo sostenibile richiede l'uguaglianza di genere .............................................................. 69 Lo sviluppo sostenibile richiede l'uguaglianza di genere .............................................................. 69 Lo sviluppo sostenibile richiede equità intergenerazionale .......................................................... 71 Lo sviluppo sostenibile richiede equità intergenerazionale .......................................................... 71 Il Piano Nazionale di Ripresa e Resilienza (PNRR): luci ed ombre ........................................................... 74 Il Piano Nazionale di Ripresa e Resilienza (PNRR): luci ed ombre ........................................................... 74 4.5.1 I progetti PNRR in città .................................................................................................................. 75 4.5.1 I progetti PNRR in città .................................................................................................................. 75 Sezione Strategica - Analisi delle condizioni interne all'ente ................................................................................. 92 Sezione Strategica - Analisi delle condizioni interne all'ente ................................................................................. 92 Gli obiettivi strategici per il mandato ........................................................................................................... 93 Gli obiettivi strategici per il mandato ........................................................................................................... 93 5.1 Equità, inclusione sociale e territoriale .................................................................................................. 95 5.1 Equità, inclusione sociale e territoriale .................................................................................................. 95 Educazione, istruzione e formazione .................................................................................................... 102 Educazione, istruzione e formazione .................................................................................................... 102 Salute .................................................................................................................................................... 105 Salute .................................................................................................................................................... 105 Digitalizzazione e innovazione .............................................................................................................. 112 Digitalizzazione e innovazione .............................................................................................................. 112 5.6 Il governo dello sviluppo della città ...................................................................................................... 116 5.6 Il governo dello sviluppo della città ...................................................................................................... 116 Gli indirizzi generali per le società controllate e partecipate e per gli enti strumentali............................. 119 Gli indirizzi generali per le società controllate e partecipate e per gli enti strumentali............................. 119 6.1 Le partecipazioni societarie del Comune di Bologna ............................................................................ 119 6.1 Le partecipazioni societarie del Comune di Bologna ............................................................................ 119 6.1.1 Aeroporto G. Marconi di Bologna SpA ....................................................................................... 122 6.1.1 Aeroporto G. Marconi di Bologna SpA ....................................................................................... 122 AFM SpA ...................................................................................................................................... 124 AFM SpA ...................................................................................................................................... 124 ATC SpA in liquidazione ............................................................................................................... 127 ATC SpA in liquidazione ............................................................................................................... 127 Bologna Servizi Cimiteriali - BSC Srl ............................................................................................. 134 Bologna Servizi Cimiteriali - BSC Srl ............................................................................................. 134 BOLOGNA SERVIZI FUNERARI srl - BSF srl.................................................................................... 141 BOLOGNA SERVIZI FUNERARI srl - BSF srl.................................................................................... 141
6.1.7 Centro Agro Alimentare Bologna - CAAB spa .............................................................................. 144 6.1.8 FBM - Finanziaria Bologna Metropolitana SpA in liquidazione ................................................... 151 6.1.9 Fiere Internazionali di Bologna- Bologna Fiere SpA .................................................................. 153 6.1.10 Hera SpA ................................................................................................................................. 157 6.1.11 INTERPORTO Spa .................................................................................................................... 160 6.1.12 Lepida Scpa ............................................................................................................................. 166 6.1.13 L'IMMAGINE RITROVATA Srl................................................................................................... 173 6.1.14 SRM Srl ................................................................................................................................... 175 6.1.15 TPER SpA ................................................................................................................................. 182 6.2 Gli indirizzi per gli enti strumentali ....................................................................................................... 186 6.2 Gli indirizzi per gli enti strumentali ....................................................................................................... 186 6.2.1 Fondazione ERT ........................................................................................................................... 186 6.2.1 Fondazione ERT ........................................................................................................................... 186 6.2.2 Fondazione Cineteca di Bologna ................................................................................................. 188 6.2.3 Fondazione Teatro Comunale Bologna ....................................................................................... 190 6.2.4 Fondazione per l'Innovazione Urbana ........................................................................................ 192 6.2.5 ASP Città di Bologna .................................................................................................................... 193 6.2.6 ACER - Azienda Casa Emilia-Romagna della provincia di Bologna............................................... 197 Il contesto di riferimento per il personale .................................................................................................. 200 Il contesto di riferimento per il personale .................................................................................................. 200 7.1 Il contesto organizzativo ....................................................................................................................... 200 7.1 Il contesto organizzativo ....................................................................................................................... 200 Prevenzione della corruzione e trasparenza dell'azione amministrativa e legalità democratica .............. 216 Prevenzione della corruzione e trasparenza dell'azione amministrativa e legalità democratica .............. 216 Sezione operativa - Parte 1 ................................................................................................................................. 218 Sezione operativa - Parte 1 ................................................................................................................................. 218 9.1 Previsioni di Entrata .............................................................................................................................. 219 9.1 Previsioni di Entrata .............................................................................................................................. 219 9.1.1 Entrate correnti ........................................................................................................................... 219 9.1.2 Entrate in conto capitale ............................................................................................................. 223 9.1.3 Riepilogo delle Entrate ................................................................................................................ 224 9.1.3 Riepilogo delle Entrate ................................................................................................................ 224 9.2 Previsioni di Spesa ................................................................................................................................ 225 9.2 Previsioni di Spesa ................................................................................................................................ 225 9.2.1 Spesa corrente ............................................................................................................................ 225 9.2.3 Spese per investimenti ................................................................................................................ 227 10 Indirizzi per i programmi obiettivo dei Quartieri per il triennio 2024-2026 ............................................... 228 10 Indirizzi per i programmi obiettivo dei Quartieri per il triennio 2024-2026 ............................................... 228 10.1 Inquadramento territoriale e profilo della comunità ...................................................................... 228 10.1 Inquadramento territoriale e profilo della comunità ...................................................................... 228 10.1.1 Lo scenario economico e finanziario ...................................................................................... 228 10.1.2 Le principali tendenze demografiche ..................................................................................... 228 10.1.2 Le principali tendenze demografiche ..................................................................................... 228 10.2 Le linee di indirizzo ........................................................................................................................... 235 10.2 Le linee di indirizzo ........................................................................................................................... 235 Piano dei Quartieri ................................................................................................................. 236 10.2.2 10.2.3 Bologna verde e sostenibile ................................................................................................... 240 10.2.3.1 Programmazione triennale dei lavori pubblici e degli investimenti 2024-2026 ................................ 240 10.2.3.2 Trasformazioni territoriali rilevanti nel triennio ................................................................................ 242 10.2.3.3 I principali interventi di mobilità urbana ........................................................................................... 251 10.2.3.4 Cura del territorio e sicurezza integrata ............................................................................................ 254 10.2.3.5 Bologna Missione Clima .................................................................................................................... 256 10.2.4 Bologna educativa, culturale e sportiva - Bologna che cresce per tutte e per tutti ............... 258 10.2.4.1 Attività culturali ................................................................................................................................. 258 10.2.4.2 Biblioteche e welfare culturale .......................................................................................................... 261 10.2.4.3 Sport e benessere di comunità .......................................................................................................... 265 10.2.4.4 Promozione e gestione interventi educativi ...................................................................................... 266 10.2.5 Bologna per il diritto alla salute e alla fragilità ....................................................................... 270 10.2.5.1 Promozione e gestione degli interventi in ambito sociale ................................................................. 272 10.2.5.2 Promozione della salute, benessere e autonomia della persona ...................................................... 273 10.2.6 Bologna vicina e connessa ...................................................................................................... 274 10.2.6.1 Promozione dell'Amministrazione condivisa..................................................................................... 274 10.2.6.2 Promozione delle pari opportunità, tutela delle differenze, e contrasto alla violenza di genere ..... 279
10.2.6.3 Promozione dei diritti umani e dei diritti di cittadinanza, di integrazione interculturale e di contrasto alle discriminazioni ................................................................................................................................................. 279 10.3 Budget 2024 - 2026: risorse attribuite direttamente ai Quartieri e quelle complessivamente destinate ad interventi socio assistenziali ed educativi ................................................................................. 282 destinate ad interventi socio assistenziali ed educativi ................................................................................. 282 11 Obiettivi operativi 2024-2026..................................................................................................................... 284 11 Obiettivi operativi 2024-2026..................................................................................................................... 284 11.1 Obiettivi operativi ............................................................................................................................ 284 11.2 Gli Obiettivi operativi e l'Agenda ONU 2030 per lo sviluppo sostenibile ......................................... 477 11.3 Obiettivi operativi: lettura per Linee di Mandato ............................................................................ 486 11.4 Obiettivi operativi: lettura per Missioni ........................................................................................... 489 11.5 Obiettivi operativi: lettura per Progetti strategici trasversali .......................................................... 492 11.6 Obiettivi operativi dell'agenda territoriale per lo sviluppo sostenibile e per la creazione di Valore pubblico 500 11.7 Obiettivi operativi per le giovani generazioni .................................................................................. 511 Sezione operativa - Parte 2 ................................................................................................................................. 518 Sezione operativa - Parte 2 ................................................................................................................................. 518 12 Programma triennale dei lavori pubblici 2024-2026 .................................................................................. 519 12 Programma triennale dei lavori pubblici 2024-2026 .................................................................................. 519 Programma triennale degli acquisti di beni e servizi 2024-2026 ................................................................ 529 14 Linee di indirizzo in materia di programmazione triennale del fabbisogno del personale relativamente al 14 Linee di indirizzo in materia di programmazione triennale del fabbisogno del personale relativamente al triennio 2024-2026 .............................................................................................................................................. 542 triennio 2024-2026 .............................................................................................................................................. 542 16 Obiettivi specifici, annuali e pluriennali, sul complesso delle spese di funzionamento, ivi comprese quelle 16 Obiettivi specifici, annuali e pluriennali, sul complesso delle spese di funzionamento, ivi comprese quelle per il personale, delle società controllate, ex art. 19, co 5 del TUSP ................................................................... 551 per il personale, delle società controllate, ex art. 19, co 5 del TUSP ................................................................... 551 16.1 Finalità dell'atto ............................................................................................................................... 551 16.2 Normativa di riferimento e individuazione delle voci di spesa rientranti nelle c.d. spese di 16.3 Metodologia di analisi ...................................................................................................................... 552 16.3.1 Spese generali ........................................................................................................................ 553 16.3.2 Spese di personale .................................................................................................................. 554 16.4 Modalità di attribuzione degli obiettivi alle società a controllo pubblico da parte del Comune di Bologna e degli indirizzi sul complesso delle spese di funzionamento ai sensi dell'art. 19, comma 5 del D.Lgs. 175/2016 (TUSP) ............................................................................................................................................ 554 Bologna e degli indirizzi sul complesso delle spese di funzionamento ai sensi dell'art. 19, comma 5 del D.Lgs. 175/2016 (TUSP) ............................................................................................................................................ 554 16.5 Provvedimenti societari in recepimento degli obiettivi fissati dal socio Comune di Bologna ......... 555 16.5 Provvedimenti societari in recepimento degli obiettivi fissati dal socio Comune di Bologna ......... 555 16.5.1 16.5.1 Budget di esercizio ................................................................................................................. 555 16.5.2 Relazione sul governo societario ............................................................................................ 555 16.5.3 Contratto aziendale integrativo ............................................................................................. 555 16.6 Le società a controllo pubblico del Comune di Bologna .................................................................. 556 16.6 Le società a controllo pubblico del Comune di Bologna .................................................................. 556 16.6.1 Le società a controllo pubblico del Comune di Bologna ........................................................ 556 16.6.2 Indirizzi comuni alle società a controllo pubblico .................................................................. 557 16.6.3 Indirizzi relativi alle singole società a controllo pubblico ....................................................... 558 17 Programma relativo all'affidamento, per l'anno 2024, di incarichi e collaborazioni a persone fisiche da 17 Programma relativo all'affidamento, per l'anno 2024, di incarichi e collaborazioni a persone fisiche da parte dei Dipartimenti, Aree, Settori e Quartieri ................................................................................................. 571 parte dei Dipartimenti, Aree, Settori e Quartieri ................................................................................................. 571 A llegato 1 - Programmi obiettivo approvati dai singoli quartieri per il triennio 2024-2026 .................................. A llegato 1 - Programmi obiettivo approvati dai singoli quartieri per il triennio 2024-2026 .................................. ", "example": [ { "input": "Jay Chou (Jay Chou), born on January 18, 1979, in Xinbei City, Taiwan Province, originally from Yongchun County, Fujian Province, is a Mandopop male singer, musician, actor, director, screenwriter, and a graduate of Tamkang Senior High School.In 2000, recommended by Yang Junrong, Jay Chou started singing his own compositions.", "output": [ { "Section Summary": "Personal Introduction", "Section Starting Point": "Jay Chou (Jay Chou), born on January 18" }, { "Section Summary": "Career Start", "Section Starting Point": " In 2000, recommended by Yang Junrong" } ] }, { "input": "Hangzhou Flexible Employment Personnel Housing Provident Fund Management Measures (Trial) To expand the benefits of the housing provident fund system and support flexible employment personnel to solve housing problems, according to the State Council's 'Housing Provident Fund Management Regulations', 'Zhejiang Province Housing Provident Fund Regulations' and the relevant provisions and requirements of the Ministry of Housing and Urban-Rural Development and the Zhejiang Provincial Department of Housing and Urban-Rural Development on flexible employment personnel participating in the housing provident fund system, combined with the actual situation in Hangzhou, this method is formulated.
- This method applies to the voluntary deposit, use, and management of the housing provident fund for flexible employment personnel within the administrative region of this city.
- The flexible employment personnel referred to in this method are those who are within the administrative region of this city, aged 16 and above, and males under 60 and females under 55, with full civil capacity, and employed in a flexible manner such as part-time, self-employed, or in new forms of employment.
- Flexible employment personnel applying to deposit the housing provident fund should apply to the Hangzhou Housing Provident Fund Management Center (hereinafter referred to as the Provident Fund Center) for deposit registration procedures and set up personal accounts.", "output": [ { "Section Summary": "Background and Basis for Formulating the Management Measures", "Section Starting Point": "To expand the benefits of the housing provident fund system" }, { "Section Summary": "Scope of Application of the Management Measures", "Section Starting Point": "1. This method applies to the voluntary deposit" }, { "Section Summary": "Definition of Flexible Employment Personnel", "Section Starting Point": "2. The flexible employment personnel referred to in this method" }, { "Section Summary": "Procedures for Flexible Employment Personnel to Register for Deposit", "Section Starting Point": "3. Flexible employment personnel applying to deposit the housing provident fund" } ] } ] }
llm output:
at /openspg_venv/lib/python3.8/site-packages/kag/bridge/spg_server_bridge.run_component(spg_server_bridge.py:48) at /openspg_venv/lib/python3.8/site-packages/kag/interface/builder/base.invoke(base.py:114) at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter._invoke(semantic_splitter.py:157) at /openspg_venv/lib/python3.8/site-packages/kag/builder/component/splitter/semantic_splitter.semantic_chunk(semantic_splitter.py:119) at /openspg_venv/lib/python3.8/site-packages/kag/interface/common/llm_client.invoke(llm_client.py:117) at pemja.core.PythonInterpreter.invokeMethod(Native Method) at pemja.core.PythonInterpreter.invokeMethod(PythonInterpreter.java:118) at com.antgroup.openspg.common.util.pemja.PemjaUtils.invoke(PemjaUtils.java:33) at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.splitterChunk(KagSplitterAsyncTask.java:217) at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:179) at com.antgroup.openspg.server.core.scheduler.service.task.async.builder.KagSplitterAsyncTask$SplitterTaskCallable.call(KagSplitterAsyncTask.java:142) at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.executeTask(MemoryTaskServer.java:67) at com.antgroup.openspg.server.core.scheduler.service.common.MemoryTaskServer.lambda$submit$0(MemoryTaskServer.java:56) at java.util.concurrent.CompletableFuture$AsyncSupply.run(CompletableFuture.java:1604) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624) at java.lang.Thread.run(Thread.java:750)
2025-03-05 11:22:51(172.24.0.5): Splitter task status is ERROR 2025-03-05 11:22:51(172.24.0.5): The asynchronous task has been created! resource:builder/project_2/instance_10/56_kagSplitterAsyncTask.kag 2025-03-05 11:22:51(172.24.0.5): Lock preempted successfully!
Are you willing to submit PR?
- [ ] Yes I am willing to submit a PR!
Semantic splitter is generally used to replace length splitting. It has high requirements on the context length and performance of the LLM. In practice, this option can be left unchecked.
