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Industry Search

Introduction to Technology

Based on the Mengzi pre-training model, Langboat Industry Search provides a comprehensive information and knowledge service engine for vertical scenarios, provides an experience that understands semantics, integrates domain knowledge, and offers decision-making capabilities. Industry digitization, automation and intelligent empowerment.

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Industry Search

Introduction to Technology

Based on the Mengzi pre-training model, Langboat Industry Search provides a comprehensive information and knowledge service engine for vertical scenarios, provides an experience that understands semantics, integrates domain knowledge, and offers decision-making capabilities. Industry digitization, automation and intelligent empowerment.

Technological Change

With the advancement of deep learning and pre-trained model technology, search ushered in 3 important changes

From "Relevance" to "Knowledge"

It not just finds data and information, but also discovers the connections and relationships between them, and forms organized knowledge and insights.
The widespread use of NLP and AI technologies makes search not only measure the relevance of a query and related documents, but also integrates semantics and knowledge into the search results.

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From "General" to "Vertical"

It is hard to organize and understand the searched information and knowledge with existing keyword-based information retrieval approach, therefore deep learning and pre-training techniques were introduced into the IR area, bringing significant improvements in model effectiveness and transferability, paving the way for in-depth understanding of vertical domains.

page.technology.search.transformation.part1.title2page.technology.search.transformation.part1.title2

From "Information Retrieval" to "Decision Support"

From finding and presenting information and connections from a large amount of data, to combining data with a larger time span and space range along with reasoning and trend prediction.
Using deep learning approaches to help people make better decisions with reasoning and causality discovery.

page.technology.search.transformation.part1.title3page.technology.search.transformation.part1.title3

Technical Solutions

技术方案

Based on the Mengzi pre-training model, the language understanding, Q&A, search and other models are integrated. Search for microservices and containers, and support cloud and local deployment.

Technological Change

With the advancement of deep learning and pre-trained model technology, search ushered in 3 important changes

From "Relevance" to "Knowledge"

It not just finds data and information, but also discovers the connections and relationships between them, and forms organized knowledge and insights.
The widespread use of NLP and AI technologies makes search not only measure the relevance of a query and related documents, but also integrates semantics and knowledge into the search results.

page.technology.search.transformation.part1.title1page.technology.search.transformation.part1.title1

From "General" to "Vertical"

It is hard to organize and understand the searched information and knowledge with existing keyword-based information retrieval approach, therefore deep learning and pre-training techniques were introduced into the IR area, bringing significant improvements in model effectiveness and transferability, paving the way for in-depth understanding of vertical domains.

page.technology.search.transformation.part1.title2page.technology.search.transformation.part1.title2

From "Information Retrieval" to "Decision Support"

It is hard to organize and understand the searched information and knowledge with existing keyword-based information retrieval approach, therefore deep learning and pre-training techniques were introduced into the IR area, bringing significant improvements in model effectiveness and transferability, paving the way for in-depth understanding of vertical domains.

page.technology.search.transformation.part1.title3page.technology.search.transformation.part1.title3

Technical Solutions

Based on the Mengzi pre-training model, the language understanding, Q&A, search and other models are integrated. Search for microservices and containers, and support cloud and local deployment.

Technology Architecture

技术架构技术架构

Based on the Mengzi pre-training model, it provides the most competitive model effect under the same conditions

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Based on the Mengzi pre-training model, it provides the most competitive model effect under the same conditions

Strong domain migration ability, an order of magnitude less domain data requirements than traditional methods

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Strong domain migration ability, an order of magnitude less domain data requirements than traditional methods

技术优势

A complete and modular technical system, customized to meet the demand model technical architecture for different scenarios and business needs

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A complete and modular technical system, customized to meet the demand model technical architecture for different scenarios and business needs

Integrated model training method based on pre-trained model, low-cost, high-efficiency customized development model

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Integrated model training method based on pre-trained model, low-cost, high-efficiency customized development model

Based on the Mengzi pre-training model, it provides the most competitive model effect under the same conditions

img

Based on the Mengzi pre-training model, it provides the most competitive model effect under the same conditions

Strong domain migration ability, an order of magnitude less domain data requirements than traditional methods

img

Strong domain migration ability, an order of magnitude less domain data requirements than traditional methods

技术优势

A complete and modular technical system, customized to meet the demand model technical architecture for different scenarios and business needs

img

A complete and modular technical system, customized to meet the demand model technical architecture for different scenarios and business needs

Integrated model training method based on pre-trained model, low-cost, high-efficiency customized development model

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Integrated model training method based on pre-trained model, low-cost, high-efficiency customized development model

Application Scenarios

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Market Intelligence Search and Judgment

Accurately searches for intelligence from a variety of data sources, and provides information for decision-making in combination with the understanding and correlation of information.

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Financial Investment Research

Helping investment researchers quickly understand company-related news, announcements, and research reports, combining keywords, opinions, ESG analysis, public opinion, events, and other multi-angle understandings and labels to efficiently locate information and improve investment research efficiency.

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Information Search and Recommendation

Providing intelligent search and recommendation for vertical fields, understanding search intent and users more accurately, and finding the most desired content for users.

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Enterprise Search

The understanding of industry semantics and the integration of knowledge support accurate search of information within the enterprise, making it easy to quickly find enterprise documents and improve office efficiency.

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Knowledge Base Management and Question Answering

Providing information understanding and search for knowledge base and Q&A, and supporting rapid construction of FAQ customer service, knowledge search engine and other products.

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Document Information Extraction

Extracting key information from various documents to provide support for business digitization, automation, and intelligence. Improving business efficiency and reducing business labor costs.

Application Scenarios

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Market Intelligence Search and Judgment

Accurately searches for intelligence from a variety of data sources, and provides information for decision-making in combination with the understanding and correlation of information.

img

Financial Investment Research

Helping investment researchers quickly understand company-related news, announcements, and research reports, combining keywords, opinions, ESG analysis, public opinion, events, and other multi-angle understandings and labels to efficiently locate information and improve investment research efficiency.

img

Information Search and Recommendation

Providing intelligent search and recommendation for vertical fields, understanding search intent and users more accurately, and finding the most desired content for users.

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Enterprise Search

The understanding of industry semantics and the integration of knowledge support accurate search of information within the enterprise, making it easy to quickly find enterprise documents and improve office efficiency.

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Knowledge Base Management and Question Answering

Providing information understanding and search for knowledge base and Q&A, and supporting rapid construction of FAQ customer service, knowledge search engine and other products.

img

Document Information Extraction

Extracting key information from various documents to provide support for business digitization, automation, and intelligence. Improving business efficiency and reducing business labor costs.

Customer Stories

https://cdn.langboat.com/portal/page.technology.search.case1.title

China AMC

Langboat Technology and China AMC have strategically cooperated to jointly face short-term, mid- and long-term business pain points and needs in the form of a joint laboratory, and make breakthroughs one by one to promote artificial intelligence innovation and create new value.

Experience Industry Search Engine

Products

Business Cooperation Email

bd@langboat.com

ewm

Address

11F, Block A, Dinghao DH3 Building, No.3 Haidian Street, Haidian District, Beijing, China


© 2023, Langboat Co., Limited. All rights reserved.

Business Cooperation:

bd@langboat.com

Address:

11F, Block A, Dinghao DH3 Building, No.3 Haidian Street, Haidian District, Beijing, China

Official Accounts:

ewm

© 2023, Langboat Co., Limited. All rights reserved.
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