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| 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 | 1x 1x 1x 1x 1x 1x 1x 1x 1x 1x 1x 1x 1x 1x 1x 8x 8x 8x | import { ComposioToolSet as BaseComposioToolSet } from "../sdk/base.toolset";
import { OpenAI } from "openai";
import { COMPOSIO_BASE_URL } from "../sdk/client/core/OpenAPI";
import { WorkspaceConfig } from "../env/config";
import { Workspace } from "../env";
import logger from "../utils/logger";
import { ActionsListResponseDTO } from "../sdk/client";
type Optional<T> = T | null;
type Sequence<T> = Array<T>;
export class OpenAIToolSet extends BaseComposioToolSet {
/**
* Composio toolset for OpenAI framework.
*
* Example:
* ```typescript
*
* ```
*/
constructor(
config: {
apiKey?: Optional<string>,
baseUrl?: Optional<string>,
entityId?: string,
workspaceConfig?: WorkspaceConfig
}
) {
super(
config.apiKey || null,
config.baseUrl || COMPOSIO_BASE_URL,
"openai",
config.entityId || "default",
config.workspaceConfig || Workspace.Host()
);
}
async getActions(
filters: { actions?: Optional<Sequence<string>> } = {},
entityId?: Optional<string>
): Promise<Sequence<OpenAI.ChatCompletionTool>> {
const mainActions = await this.getActionsSchema(filters, entityId);
return mainActions.map((action: NonNullable<ActionsListResponseDTO["items"]>[0]) => {
const formattedSchema: OpenAI.FunctionDefinition = {
name: action.name!,
description: action.description!,
parameters: action.parameters!
};
const tool: OpenAI.ChatCompletionTool = {
type: "function",
function: formattedSchema
}
return tool;
}) || [];
}
/**
* @deprecated Use getActions instead.
*/
async get_actions(filters: {
actions?: Optional<Sequence<string>>
} = {}, entityId?: Optional<string>): Promise<Sequence<OpenAI.ChatCompletionTool>> {
logger.warn("get_actions is deprecated, use getActions instead");
return this.getActions(filters, entityId);
}
async getTools(
filters: {
apps: Sequence<string>;
tags?: Optional<Array<string>>;
useCase?: Optional<string>;
},
entityId?: Optional<string>
): Promise<Sequence<OpenAI.ChatCompletionTool>> {
const mainActions = await this.getToolsSchema(filters, entityId);
return mainActions.map((action: NonNullable<ActionsListResponseDTO["items"]>[0]) => {
const formattedSchema: OpenAI.FunctionDefinition = {
name: action.name!,
description: action.description!,
parameters: action.parameters!,
};
const tool: OpenAI.ChatCompletionTool = {
type: "function",
function: formattedSchema
}
return tool;
}) || [];
}
/**
* @deprecated Use getTools instead.
*/
async get_tools(filters: {
apps: Sequence<string>;
tags?: Optional<Array<string>>;
useCase?: Optional<string>;
}, entityId?: Optional<string>): Promise<Sequence<OpenAI.ChatCompletionTool>> {
logger.warn("get_tools is deprecated, use getTools instead");
return this.getTools(filters, entityId);
}
async executeToolCall(
tool: OpenAI.ChatCompletionMessageToolCall,
entityId: Optional<string> = null
): Promise<string> {
return JSON.stringify(await this.executeAction(
tool.function.name,
JSON.parse(tool.function.arguments),
entityId || this.entityId
));
}
/**
* @deprecated Use executeToolCall instead.
*/
async execute_tool_call(
tool: OpenAI.ChatCompletionMessageToolCall,
entityId: Optional<string> = null
): Promise<string> {
logger.warn("execute_tool_call is deprecated, use executeToolCall instead");
return this.executeToolCall(tool, entityId);
}
async handleToolCall(
chatCompletion: OpenAI.ChatCompletion,
entityId: Optional<string> = null
): Promise<Sequence<string>> {
const outputs = [];
for (const message of chatCompletion.choices) {
Iif (message.message.tool_calls) {
outputs.push(await this.executeToolCall(message.message.tool_calls[0], entityId));
}
}
return outputs;
}
/**
* @deprecated Use handleToolCall instead.
*/
async handle_tool_call(
chatCompletion: OpenAI.ChatCompletion,
entityId: Optional<string> = null
): Promise<Sequence<string>> {
logger.warn("handle_tool_call is deprecated, use handleToolCall instead");
return this.handleToolCall(chatCompletion, entityId);
}
async handleAssistantMessage(
run: OpenAI.Beta.Threads.Run,
entityId: Optional<string> = null
): Promise<Array<OpenAI.Beta.Threads.Runs.RunSubmitToolOutputsParams.ToolOutput>> {
const tool_calls = run.required_action?.submit_tool_outputs?.tool_calls || [];
const tool_outputs: Array<OpenAI.Beta.Threads.Runs.RunSubmitToolOutputsParams.ToolOutput> = await Promise.all(
tool_calls.map(async (tool_call) => {
logger.debug(`Executing tool call with ID: ${tool_call.function.name} and parameters: ${JSON.stringify(tool_call.function.arguments)}`);
const tool_response = await this.executeToolCall(
tool_call as OpenAI.ChatCompletionMessageToolCall,
entityId || this.entityId
);
logger.debug(`Received tool response: ${JSON.stringify(tool_response)}`);
return {
tool_call_id: tool_call.id,
output: JSON.stringify(tool_response),
};
})
);
return tool_outputs;
}
/**
* @deprecated Use handleAssistantMessage instead.
*/
async handle_assistant_message(
run: OpenAI.Beta.Threads.Run,
entityId: Optional<string> = null
): Promise<Array<OpenAI.Beta.Threads.Runs.RunSubmitToolOutputsParams.ToolOutput>> {
logger.warn("handle_assistant_message is deprecated, use handleAssistantMessage instead");
return this.handleAssistantMessage(run, entityId);
}
async waitAndHandleAssistantToolCalls(
client: OpenAI,
run: OpenAI.Beta.Threads.Run,
thread: OpenAI.Beta.Threads.Thread,
entityId: Optional<string> = null
): Promise<OpenAI.Beta.Threads.Run> {
while (["queued", "in_progress", "requires_action"].includes(run.status)) {
logger.debug(`Current run status: ${run.status}`);
const tool_outputs = await this.handleAssistantMessage(run, entityId || this.entityId);
if (run.status === "requires_action") {
logger.debug(`Submitting tool outputs for run ID: ${run.id} in thread ID: ${thread.id}`);
run = await client.beta.threads.runs.submitToolOutputs(
thread.id,
run.id,
{
tool_outputs: tool_outputs
}
);
} else {
run = await client.beta.threads.runs.retrieve(thread.id, run.id);
await new Promise(resolve => setTimeout(resolve, 500));
}
}
return run;
}
/**
* @deprecated Use waitAndHandleAssistantToolCalls instead.
*/
async wait_and_handle_assistant_tool_calls(
client: OpenAI,
run: OpenAI.Beta.Threads.Run,
thread: OpenAI.Beta.Threads.Thread,
entityId: Optional<string> = null
): Promise<OpenAI.Beta.Threads.Run> {
logger.warn("wait_and_handle_assistant_tool_calls is deprecated, use waitAndHandleAssistantToolCalls instead");
return this.waitAndHandleAssistantToolCalls(client, run, thread, entityId);
}
}
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