Abstract: Various embodiments of the present disclosure provide an agent synthesis technique that improves the functionality of a computer in various aspects. The technique comprises receiving a prompting request and generating a set of parallel session prompts from the prompting request. The technique comprises initiating an execution of a first parallel session prompt within a first agent session and a second parallel session prompt within a second agent session. The technique comprises receiving a first prompt segment and first source list associated with the first prompt segment and a second prompt segment and second source list associated with the second prompt segment. The technique comprises providing a collective response to the prompting request by aggregating the first prompt segment or the second prompt segment based on the first source list or the second source list.

Abstract: Various embodiments of the present disclosure provide a multi-session agent workspace that improves the functionality of a computer in various aspects. The multi-session agent workspace comprises a shared workspace repository and a plurality of agent sessions configured in accordance with a hierarchical session structure. The plurality of agent sessions comprises a parent session storing parent context data for executing an agent task within the parent session, and a child session storing child context data separate from the parent session and for executing an agent subtask within the child session. At least a portion of the parent context data of the parent session is propagated to the child session upon creation of the child session. The agent task may be executed within the parent session, and the agent subtask may be executed within the child session.

Abstract: A compact search client for accessing an augmented search engine is provided. The compact search client receives a verbal query for a search from a user. The compact search client communicates the verbal query to the augmented search engine. The augmented search engine determines a next search phase using a search state database. The augmented search engine generates a search query using the query and determines search results by querying search indexes with the search query and stores these results in the search state database. The augmented search engine generates a search summary using the query and the search results, and provides the search summary as a verbal search summary to the user via the compact search client.

Abstract: An augmented search engine is provided. The augmented search engine receives an initial query for a search from a user. The augmented search engine determines a next search phase using a search state database. When the next search phase includes requesting additional user input, the augmented search engine generates a user prompt using the initial query, displays this prompt to the user, and stores the prompt in the search state database. Upon receiving user input in response to the prompt, the augmented search engine generates a search query using the initial query, the user prompt, and the user input and determines search results by querying search indexes with the search query and stores these results in the search state database. The augmented search engine generates a search summary using the initial query, the user prompt, the user input, and the search results, and displays this summary to the user.

Abstract: Embodiments of the present disclosure pertain to real time dynamic timeout prediction. In one embodiment, a method includes context data for numerous transactions are stored and used to generate predictive weights and an offset. Context for new transactions are used to predict load times, and the offset is used to produce a timeout.

Abstract: Embodiments of the present disclosure pertain to real time dynamic timeout prediction. In one embodiment, a method includes context data for numerous transactions are stored and used to generate predictive weights and an offset. Context for new transactions are used to predict load times, and the offset is used to produce a timeout.

Abstract: The present invention comprises systems and devices for sequencing of nucleic acid, such as short DNA sequences from clonally amplified single-molecule arrays.

Abstract: A chemical sample collection and detection system is disclosed. The chemical sample collection and detection system includes a sample collection device and a detection device. The sample collection device includes a housing having two opposite sides and at least one openings on each side to allow a fluid sample passing through the housing; and a sorbent material placed between the two opposite sides of the housing or a sorbent coated screen. The sorbent material adsorbs chemical vapors, and traps particles and aerosols in the fluid sample when the fluid sample passes the housing through the openings. The detection device includes an atmospheric pressure ionization source and an ion detector. The atmospheric pressure ionization source desorbs and ionizes the chemicals trapped/sorbed on the sorbent material and the ion detector analyzes the ions for the presence of the sorbed chemical.

Abstract: A chemical detection system is disclosed. The chemical detection system includes an atmospheric pressure ionization (API) source that produces an API stream, a sample delivery system that delivers a liquid sample in a continuous manner to the API stream, an ion detector capable of detecting a molecule of interest and a control device. Also disclosed is a method for detecting a chemical of interest in a liquid sample.

Abstract: A chemical sample collection and detection system is disclosed. The chemical sample collection and detection system includes a sample collection device and a detection device. The sample collection device includes a housing having two opposite sides and at least one openings on each side to allow a fluid sample passing through the housing; and a sorbent material placed between the two opposite sides of the housing or a sorbent coated screen. The sorbent material adsorbs chemical vapors, and traps particles and aerosols in the fluid sample when the fluid sample passes the housing through the openings. The detection device includes an atmospheric pressure ionization source and an ion detector. The atmospheric pressure ionization source desorbs and ionizes the chemicals trapped/sorbed on the sorbent material and the ion detector analyzes the ions for the presence of the sorbed chemical.