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feat(example): add bee advanced example
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Tomas2D committed Sep 3, 2024
1 parent 6d45901 commit 775c21c
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120 changes: 120 additions & 0 deletions examples/agents/bee_advanced.ts
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import "dotenv/config.js";
import { BeeAgent } from "bee-agent-framework/agents/bee/agent";
import { createConsoleReader } from "../helpers/io.js";
import { FrameworkError } from "bee-agent-framework/errors";
import { Logger } from "bee-agent-framework/logger/logger";
import {
DuckDuckGoSearchTool,
DuckDuckGoSearchToolSearchType,
} from "bee-agent-framework/tools/search/duckDuckGoSearch";
import { OpenMeteoTool } from "bee-agent-framework/tools/weather/openMeteo";
import {
BeeSystemPrompt,
BeeToolErrorPrompt,
BeeToolInputErrorPrompt,
BeeToolNoResultsPrompt,
} from "bee-agent-framework/agents/bee/prompts";
import { PromptTemplate } from "bee-agent-framework/template";
import { BAMChatLLM } from "bee-agent-framework/adapters/bam/chat";
import { UnconstrainedMemory } from "bee-agent-framework/memory/unconstrainedMemory";

Logger.root.level = "silent"; // disable internal logs
const logger = new Logger({ name: "app", level: "trace" });

const llm = BAMChatLLM.fromPreset("meta-llama/llama-3-1-70b-instruct");

const agent = new BeeAgent({
llm,
memory: new UnconstrainedMemory(),
// You can override internal templates
templates: {
user: new PromptTemplate({
variables: ["input"],
template: `User: {{input}}`,
}),
system: BeeSystemPrompt.fork((old) => ({
...old,
defaults: {
instructions: "You are a helpful assistant that uses tools to answer questions.",
},
})),
toolError: BeeToolErrorPrompt,
toolInputError: BeeToolInputErrorPrompt,
toolNoResultError: BeeToolNoResultsPrompt.fork((old) => ({
...old,
template: `${old.template}\nPlease reformat your input.`,
})),
toolNotFoundError: new PromptTemplate({
variables: ["tools"],
template: `Tool does not exist!
{{#tools.length}}
Use one of the following tools: {{#trim}}{{#tools}}{{name}},{{/tools}}{{/trim}}
{{/tools.length}}`,
}),
},
tools: [
new DuckDuckGoSearchTool({
maxResultsPerPage: 10,
search: {
safeSearch: DuckDuckGoSearchToolSearchType.STRICT,
},
}),
// new WebCrawlerTool(), // HTML web page crawler
// new WikipediaTool(),
new OpenMeteoTool(), // weather tool
// new ArXivTool(), // research papers
// new DynamicTool() // custom python tool
],
});

const reader = createConsoleReader();

try {
for await (const { prompt } of reader) {
const response = await agent
.run(
{ prompt },
{
execution: {
maxRetriesPerStep: 3,
totalMaxRetries: 10,
maxIterations: 20,
},
signal: AbortSignal.timeout(2 * 60 * 1000),
},
)
.observe((emitter) => {
emitter.on("start", () => {
reader.write(`Agent 🤖 : `, "starting new iteration");
});
emitter.on("error", ({ error }) => {
reader.write(`Agent 🤖 : `, FrameworkError.ensure(error).dump());
});
emitter.on("retry", () => {
reader.write(`Agent 🤖 : `, "retrying the action...");
});
emitter.on("update", async ({ data, update, meta }) => {
// log 'data' to see the whole state
// to log only valid runs (no errors), check if meta.success === true
reader.write(`Agent (${update.key}) 🤖 : `, update.value);
});
emitter.on("partialUpdate", ({ data, update, meta }) => {
// ideal for streaming (line by line)
// log 'data' to see the whole state
// to log only valid runs (no errors), check if meta.success === true
// reader.write(`Agent (partial ${update.key}) 🤖 : `, update.value);
});

// To observe all events (uncomment following block)
// emitter.match("*.*", async (data: unknown, event) => {
// logger.trace(event, `Received event "${event.path}"`);
// });
});

reader.write(`Agent 🤖 : `, response.result.text);
}
} catch (error) {
logger.error(FrameworkError.ensure(error).dump());
} finally {
process.exit(0);
}
2 changes: 2 additions & 0 deletions src/tools/search/duckDuckGoSearch.ts
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Expand Up @@ -29,6 +29,8 @@ import type { NeedleOptions } from "needle";
import { z } from "zod";
import { Cache } from "@/cache/decoratorCache.js";

export { SafeSearchType as DuckDuckGoSearchToolSearchType };

export interface DuckDuckGoSearchToolOptions extends SearchToolOptions {
search?: SearchOptions;
throttle?: ThrottleOptions | false;
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