8results about How to "Improve query accuracy" patented technology

The invention discloses a meteorological data query method and meteorological data query equipment, and relates to the technical field of artificial intelligence, and the method comprises the steps: obtaining meteorological query data; analyzing the meteorological query data through the first agent to obtain a first tool calling scheme, and calling a tool in a meteorological data retrieval tool set according to the first tool calling scheme to retrieve in a meteorological database to obtain a meteorological data retrieval result; under the condition that the meteorological data retrieval result is empty or the data quality in the meteorological data retrieval result does not reach the standard, analyzing the meteorological query data through a second intelligent agent to obtain a second tool calling scheme, calling tools in the meteorological data acquisition tool set according to the second tool calling scheme, and acquiring from an external data source to obtain a meteorological data acquisition result; and obtaining a query result corresponding to the meteorological query data based on the target meteorological data. The meteorological data query accuracy of the meteorological data query system is improved.

The invention provides a post-structured analysis method and device for medical record data, and relates to the technical field of medical treatment. The method comprises the steps that post-structured index configuration information of a target data use scene is acquired from a preset post-structured index database, and the post-structured index configuration information comprises analysis configuration information of multiple medical indexes related to the target data use scene; according to the analysis configuration information of the plurality of medical indexes, adopting a preset post-structured analysis tool to perform post-structured analysis on the to-be-analyzed electronic medical record to obtain structured data of the target data use scene, the structured data comprising analysis data of the plurality of medical indexes in the to-be-analyzed electronic medical record; and storing the information of the target data use scene and the analysis data of the multiple medical indexes according to the analysis configuration information of the multiple medical indexes. Therefore, the data use efficiency and the data query precision are improved, and the data analysis cost is reduced.

The present disclosure provides a kind of intelligent customer service method and device, electronic equipment, storage medium;It is related to data processing technical field.The method comprises: identifying entity information sent by user in customer service session;In response to the operation of the control corresponding to target business component, according to the entity information, matching associated content in corresponding association library;The association library is constructed according to the association between each business node in the business process corresponding to business scenario;Send the associated content to the user client in the customer service session.The present disclosure can solve the problem that the service quality and service efficiency are low due to artificial query each business system in the process of artificial customer service in related technology.

The invention relates to the field of financial science and technology, in particular to the field of artificial intelligence and large models in the field of intelligent customer service, and particularly relates to a question and answer pair generation method and device, equipment and a storage medium. Calculating the in-block word importance degree of each word in each document block; on the basis of the in-block word importance degree of each word in each document block and a preset domain knowledge table, determining a domain knowledge category of each document block; determining a document block category of each document block based on each word in each document block; and based on each document block and the domain knowledge category and the document block category of each document block, determining a question and answer pair of each document block. According to the method, the query accuracy of the knowledge retrieval enhancement model is improved, and the query cost is reduced.

The application relates to the technical field of data encryption, and particularly discloses a searchable public key encryption method supporting semantic query simultaneously, which comprises the following steps: performing semantic expansion on a query keyword set Q input during searching to obtain a query expansion keyword set; converting a document keyword set W in a data set and the query expansion keyword set into a coefficient vector and a root vector respectively; generating a public key and a private key for the data set; performing encryption processing on the coefficient vector of the document keyword set W and the root vector of the query expansion keyword set respectively by using a predicate encryption method according to the generated public key and private key; and obtaining an encrypted index I of the document. W The encryption trapdoor of the query is T Q The application can guarantee data security and perform semantic expansion on user query information, and solves the accuracy problem in the field of ciphertext retrieval.

The application relates to a business data processing method and device based on a large language model, computer equipment, a medium and a product. The method comprises the following steps: in the case that a query request triggered by a user is verified, a tool calling sequence is obtained according to the query request; the corresponding standardized query tool is called in sequence according to the tool calling sequence; in the case that the execution result of the standardized query tool is an abnormal result, an abnormal reason is obtained through a large language model, and the tool calling sequence is adjusted according to the abnormal reason; in the case that the execution results of all the standardized query tools meet the effective conditions, response data is generated according to the execution results of all the standardized query tools, and the response data is returned to the user. The method can improve the data processing accuracy.

The invention relates to the technical field of intelligent traffic management and natural language processing, and discloses a Text2SQL-based traffic control agent question and answer method and system, and the method comprises the steps: obtaining a natural language query inputted by a user, and extracting at least one query condition from the natural language query; matching the at least one query condition with a preset vector database, and converting the query condition into a standard term in the field of traffic control; based on the standard terms and preset database table structure information, utilizing a large language model to execute Text2SQL conversion, and generating corresponding SQL query statements; and obtaining a query result from the traffic control database according to the SQL query statement and outputting the query result. According to the method and the device, the problems that the preset template cannot cover complex business requirements, the general large model field is misused and logic deviation is caused are solved, and the query accuracy and expandability in the traffic control field are improved.

The application discloses a kind of multi-store infrared detection report access encapsulation storage methods, it is related to artificial intelligence information technology and medical data processing field.The application synchronizes multi-store infrared detection report by callback as main, double monitoring mechanism of polling as auxiliary, after generating structured data by analysis, target field is extracted by three-layer progressive extraction logic, and is encapsulated as uniform report object;Report object is semantically sliced and labeled to generate labeled semantic fragments, and content overview abstract is generated using the TF-IDF and TextRank fusion weighting method;Based on double partition encapsulation template, generate the final encapsulation report, after persistent storage, establish multidimensional index with semantic fragment as the smallest unit.The application realizes the automation access, structured analysis and efficient retrieval of multi-store heterogeneous infrared report, solves the problems of poor access reliability, low extraction accuracy and low retrieval efficiency in the prior art, and is suitable for the whole process management of infrared detection report of chain medical and health institutions.