SYSTEMS AND METHODS FOR GENERATING INSTRUCTIONS FOR NETWORK OPTIMIZATION USING LANGUAGE MODELS

1 . 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 to provide to a language model, the prompt comprising a condition corresponding to at least one live event scheduled to occur and a request for a wager recommendation;

generate, using the language model and the prompt, a command to evaluate the condition included in the prompt;

determine that the condition corresponding to the at least one live event scheduled to occur is satisfied based on information retrieved from a data source identified based on the command;

responsive to determining that the condition is satisfied, identify a wager opportunity using the language model and a subset of the plurality of wager opportunities corresponding to the at least one live event based on the request for the wager recommendation included in the prompt; and

provide, to the client device, an output message identifying the wager opportunity.

2 . The system of claim 1 , wherein the one or more processors are further configured to:

determine that the condition is satisfied upon determining that the at least one live event is to occur within a time period.

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 3 , wherein the one or more processors are further configured to:

generate the output message using the language model, the output message identifying the wager opportunity and the condition.

5 . The system of claim 3 , wherein the one or more processors are further configured to:

receive, from the client device, a second request corresponding to the wager opportunity; and

update the player profile to indicate a wager corresponding to the wager opportunity.

6 . The system of claim 5 , wherein the second request is received responsive to an interaction with a graphical user interface at the client device.

7 . The system of claim 1 , wherein the one or more processors are further configured to:

receive, from at least one external computing system, a message identifying a status of the at least one live event; and

determine that the condition is satisfied based on the message.

8 . The system of claim 1 , wherein the player profile identifies a second wager opportunity corresponding to a second condition generated based on a second prompt.

9 . The system of claim 8 , wherein the one or more processors are further configured to:

determine that the second condition is not satisfied; and

transmit a notification to the client device indicating that the condition is not satisfied and that the second wager opportunity is not executed.

10 . The system of claim 7 , wherein the one or more processors are further configured to:

receive a second message comprising a second condition corresponding to a second wager opportunity.

11 . The system of claim 1 , wherein the one or more processors are further configured to:

receive a second prompt confirming the wager opportunity; and

generate, using the language model and the second prompt, a command to update the player profile to include the wager opportunity.

12 . 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 to provide to a language model, the prompt comprising a condition corresponding to at least one live event scheduled to occur and a request for a wager recommendation;

generating, by the one or more processors, using the language model and the prompt, a command to evaluate the condition included in the prompt;

determining, by the one or more processors, that the condition corresponding to the at least one live event scheduled to occur is satisfied based on information retrieved from a data source identified based on the command;

responsive to determining that the condition is satisfied, identifying, by the one or more processors, a wager opportunity using the language model and a subset of the plurality of wager opportunities corresponding to the at least one live event based on the request for the wager recommendation included in the prompt; and

providing, by the one or more processors, to the client device, an output message identifying the wager opportunity.

13 . The method of claim 12 , further comprising:

determining, by the one or more processors, that the condition is satisfied upon determining that the at least one live event is to occur within a time period.

14 . The method of claim 12 , 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.

15 . The method of claim 14 , further comprising:

generating, by the one or more processors, the output message using the language model, the output message identifying the wager opportunity and the condition.

16 . The method of claim 14 , further comprising:

receiving, by the one or more processors, from the client device, a second request corresponding to the wager opportunity; and

updating, by the one or more processors, the player profile to indicate a wager corresponding to the wager opportunity.

17 . The method of claim 16 , wherein the second request is received responsive to an interaction with a graphical user interface at the client device.

18 . The method of claim 12 , further comprising:

receiving, by the one or more processors, from at least one external computing system, a message identifying a status of the at least one live event; and

determining, by the one or more processors, that the condition is satisfied based on the message.

19 . The method of claim 12 , wherein the player profile identifies a second wager opportunity corresponding to a second condition generated based on a second prompt.

20 . The method of claim 19 , further comprising:

determining, by the one or more processors, that the second condition is not satisfied; and

transmitting, by the one or more processors, a notification to the client device indicating that the condition is not satisfied and that the second wager opportunity is not executed.