Systems and methods for generating instructions for future network optimization using language models
Described herein are systems and methods for generating instructions for network optimization using language models. A system can maintain a plurality of wager opportunities corresponding to a plurality of live events. The system can receive, from a client device associated with a player profile, a prompt comprising a condition and a request for a wager recommendation, where the condition corresponds to at least one future event. Using a language model and the prompt, the system can generate output including a command to monitor the condition and a selected wager opportunity. The system can determine that the condition has been satisfied, and in response, update the player profile to include a wager generated according to the selected wager opportunity. The system can provide an indication to the client device that the condition was satisfied.
1 . A system, comprising:
one or more processors coupled to non-transitory memory, the one or more processors configured to:
monitor a status of a plurality of live events;
maintain a plurality of wager opportunities corresponding to the plurality of live events;
receive, from a client device associated with a player profile, a prompt comprising a wager condition and a request for a wager recommendation, the wager condition corresponding to at least one future event;
generate, using a language model and the prompt, output comprising (i) a command to monitor the wager condition indicated in the prompt, and (ii) a wager opportunity of the plurality of wager opportunities selected based on the prompt;
determine, using the command and the status of the plurality of live events, that the wager condition corresponding to the at least one future event has been satisfied;
responsive to determining that the wager condition is satisfied, update the player profile to include a wager generated according to the wager opportunity associated with the wager condition; and
provide an indication of the wager condition was satisfied to the client device.
2 . The system of claim 1 , wherein the wager condition indicates an outcome for the at least one future event, and wherein the one or more processors are further configured to:
determine that the outcome occurred for the at least one future event to determine that the wager condition is satisfied.
3 . The system of claim 1 , wherein the one or more processors are further configured to:
select the wager opportunity from a database storing information of the plurality of wager opportunities based on at least one keyword in the prompt.
4 . The system of claim 1 , wherein the one or more processors are further configured to:
generate, using the language model, an output message identifying the wager opportunity and the wager condition;
receive, from the client device, a second request corresponding to the wager opportunity and the wager condition; and
update the player profile to indicate the wager condition in response to the second request.
5 . The system of claim 4 , wherein the one or more processors are further configured to:
receive the second request as part of a second prompt; and
generate, using the language model and the second prompt, a second command to update the player profile.
6 . The system of claim 1 , wherein the one or more processors are further configured to:
monitor a status of the at least one future event; and
determine that the wager condition is satisfied upon a change in the status of the at least one future event.
7 . The system of claim 6 , wherein the one or more processors are further configured to:
receive, from at least one external computing system, a message identifying the change in the status of the at least one future event.
8 . The system of claim 1 , wherein the player profile identifies a second wager opportunity corresponding to a second wager condition generated based on a second prompt, the second wager condition corresponding to a second future event.
9 . The system of claim 8 , wherein the one or more processors are further configured to:
receive, prior to determining that the wager condition is satisfied, a second request to remove an association between the second wager opportunity and the wager condition in the player profile; and
update the player profile to remove the association between the second wager opportunity and the wager condition in the player profile.
10 . The system of claim 8 , wherein the one or more processors are further configured to:
determine that the second wager condition corresponding to the second future event cannot be satisfied; and
transmit a notification to the client device indicating that the second wager condition cannot be satisfied.
11 . A method, comprising:
maintaining, by one or more processors coupled to non-transitory memory, a plurality of wager opportunities corresponding to a plurality of live events;
receiving, by the one or more processors, from a client device associated with a player profile, a prompt comprising a wager condition and a request for a wager recommendation, the wager condition corresponding to at least one future event;
generating, by the one or more processors, using a language model and the prompt, output comprising (i) a command to monitor the wager condition indicated in the prompt, and (ii) a wager opportunity of the plurality of wager opportunities selected based on the prompt;
determining, by the one or more processors, using the command, that the wager condition corresponding to the at least one future event has been satisfied;
responsive to determining that the wager condition is satisfied, updating, by the one or more processors, the player profile to include a wager generated according to the wager opportunity associated with the wager condition; and
providing, by the one or more processors, an indication of the wager condition was satisfied to the client device.
12 . The method of claim 11 , wherein the wager condition indicates an outcome for the at least one future event, further comprising:
determining, by the one or more processors, that the outcome occurred for the at least one future event to determine that the wager condition is satisfied.
13 . The method of claim 11 , further comprising:
selecting, by the one or more processors, the wager opportunity from a database storing information of the plurality of wager opportunities based on at least one keyword in the prompt.
14 . The method of claim 11 , further comprising:
generating, by the one or more processors, using the language model, an output message identifying the wager opportunity and the wager condition;
receiving, by the one or more processors, from the client device, a second request corresponding to the wager opportunity and the wager condition; and
updating, by the one or more processors, the player profile to indicate the wager condition in response to the second request.
15 . The method of claim 14 , further comprising:
receiving, by the one or more processors, the second request as part of a second prompt; and
generating, by the one or more processors, using the language model and the second prompt, a second command to update the player profile.
16 . The method of claim 11 , further comprising:
monitoring, by the one or more processors, a status of the at least one future event; and
determining, by the one or more processors, that the wager condition is satisfied upon a change in the status of the at least one future event.
17 . The method of claim 16 , further comprising:
receiving, by the one or more processors, from at least one external computing system, a message identifying the change in the status of the at least one future event.
18 . The method of claim 11 , wherein the player profile identifies a second wager opportunity corresponding to a second wager condition generated based on a second prompt, the second wager condition corresponding to a second future event.
19 . The method of claim 18 , further comprising:
receiving, by the one or more processors, prior to determining that the wager condition is satisfied, a second request to remove an association between the second wager opportunity and the wager condition in the player profile; and
updating, by the one or more processors, the player profile to remove the association between the second wager opportunity and the wager condition in the player profile.
20 . The method of claim 18 , further comprising:
determining, by the one or more processors, that the second wager condition corresponding to the second future event cannot be satisfied; and
transmitting, by the one or more processors, a notification to the client device indicating that the second wager condition cannot be satisfied.
21 . A system, comprising:
one or more processors coupled to non-transitory memory, the one or more processors configured to:
maintain a plurality of wager opportunities corresponding to a plurality of live events;
receive, from a client device associated with a player profile, a prompt comprising a wager condition and a request for a wager recommendation, the wager condition corresponding to at least one future event;
generate, using a language model and the prompt, output comprising (i) a command to monitor the wager condition indicated in the prompt, and (ii) a wager opportunity of the plurality of wager opportunities selected based on the prompt;
determine, using the command, that the wager condition corresponding to (i) a real time or near real time status, (ii) result, or (iii) occurrence of the at least one future event has been satisfied;
responsive to determining that the wager condition is satisfied, update the player profile to include a wager generated according to the wager opportunity associated with the wager condition; and
provide an indication of the wager condition was satisfied to the client device.
22 . A method, comprising:
maintaining a plurality of wager opportunities corresponding to a plurality of live events;
receiving, from a client device associated with a player profile, a prompt comprising a wager condition and a request for a wager recommendation, the wager condition corresponding to at least one future event;
generating, using a language model and the prompt, output comprising (i) a command to monitor the wager condition indicated in the prompt, and (ii) a wager opportunity of the plurality of wager opportunities selected based on the prompt;
determining, using the command, that the wager condition corresponding to (i) a real time or near real time status, (ii) result, or (iii) occurrence of the at least one future event has been satisfied;
responsive to determining that the wager condition is satisfied, update the player profile to include a wager generated according to the wager opportunity associated with the wager condition; and
providing an indication of the wager condition was satisfied to the client device.
23 . A system, comprising:
one or more processors coupled to non-transitory memory, the one or more processors configured to:
monitor a status of a plurality of live events;
maintain a plurality of wager opportunities corresponding to the plurality of live events;
receive, from a client device associated with a player profile, a prompt comprising a wager condition and a request for a wager recommendation, the wager condition corresponding to at least one future event;
generate, using a language model and the prompt, output comprising (i) a command to monitor the wager condition indicated in the prompt, and (ii) a wager opportunity of the plurality of wager opportunities selected based on the prompt;
update, based on an update to the plurality of live events, the plurality of wager opportunities to include a new wager opportunity corresponding to the wager condition;
determine, using the command and the status of the plurality of live events, that the wager condition corresponding to the at least one future event has been satisfied;
responsive to determining that the wager condition is satisfied, update the player profile to include a wager generated according to the wager opportunity associated with the wager condition; and
provide an indication of the wager condition was satisfied to the client device.
24 . The system of claim 23 , wherein the one or more processors are further configured to:
update the plurality of wager opportunities to include a new wager opportunity corresponding to the wager condition is based on an update to the plurality of wager opportunities.
25 . A method, comprising:
monitoring a status of a plurality of live events;
maintaining a plurality of wager opportunities corresponding to the plurality of live events;
receiving, from a client device associated with a player profile, a prompt comprising a wager condition and a request for a wager recommendation, the wager condition corresponding to at least one future event;
generating, using a language model and the prompt, output comprising (i) a command to monitor the wager condition indicated in the prompt, and (ii) a wager opportunity of the plurality of wager opportunities selected based on the prompt;
determining, using the command and the status of the plurality of live events, that the wager condition corresponding to the at least one future event has been satisfied;
responsive to determining that the wager condition is satisfied, update the player profile to include a wager generated according to the wager opportunity associated with the wager condition; and
providing an indication of the wager condition was satisfied to the client device.
26 . The method of claim 25 , further comprising:
updating the plurality of wager opportunities to include a new wager opportunity corresponding to the wager condition is based on an update to the plurality of wager opportunities.