(
config: ResolvedConfig,
overrides: EngineOverrides = {},
)
| 55 | } |
| 56 | |
| 57 | export function createEngine( |
| 58 | config: ResolvedConfig, |
| 59 | overrides: EngineOverrides = {}, |
| 60 | ): Engine { |
| 61 | const llmOpts = { |
| 62 | provider: config.llmProvider, |
| 63 | baseUrl: config.backendUrl ?? undefined, |
| 64 | }; |
| 65 | const quick = |
| 66 | overrides.quick ?? |
| 67 | createLlmClient({ ...llmOpts, model: config.quickThinkLlm }); |
| 68 | const deep = |
| 69 | overrides.deep ?? |
| 70 | createLlmClient({ ...llmOpts, model: config.deepThinkLlm }); |
| 71 | const route = createRouter( |
| 72 | config, |
| 73 | buildVendorRegistry(overrides.fetchImpl), |
| 74 | ); |
| 75 | const deps: AgentDeps = { quick, deep, route, config }; |
| 76 | |
| 77 | const compile = (selected?: AnalystKey[], outputLanguage?: string) => { |
| 78 | const runDeps = |
| 79 | outputLanguage && outputLanguage !== config.outputLanguage |
| 80 | ? { ...deps, config: { ...deps.config, outputLanguage } } |
| 81 | : deps; |
| 82 | return buildGraph(runDeps, { selectedAnalysts: selected ?? DEFAULT_ANALYSTS }); |
| 83 | }; |
| 84 | |
| 85 | const makeState = (input: AnalyzeInput): AgentState => |
| 86 | createInitialState({ |
| 87 | ticker: input.ticker, |
| 88 | tradeDate: input.tradeDate, |
| 89 | assetType: input.assetType ?? detectAssetType(input.ticker), |
| 90 | instrumentContext: input.instrumentContext, |
| 91 | pastContext: input.pastContext, |
| 92 | }); |
| 93 | |
| 94 | return { |
| 95 | async propagate(input) { |
| 96 | const graph = compile(input.selectedAnalysts, input.outputLanguage); |
| 97 | const finalState = (await graph.invoke(makeState(input), { |
| 98 | recursionLimit: config.maxRecurLimit, |
| 99 | })) as AgentState; |
| 100 | const rating = processSignal(finalState.finalTradeDecision); |
| 101 | return { finalState, rating }; |
| 102 | }, |
| 103 | |
| 104 | async reflect(prompt: string): Promise<string> { |
| 105 | const res = await deep.invoke({ messages: [{ role: "user", content: prompt }] }); |
| 106 | return res.content; |
| 107 | }, |
| 108 | |
| 109 | async *streamEvents(input, signal): AsyncIterable<RunEvent> { |
| 110 | const graph = compile(input.selectedAnalysts, input.outputLanguage); |
| 111 | const accumulated = makeState(input); |
| 112 | try { |
| 113 | const stream = await graph.stream(accumulated, { |
| 114 | recursionLimit: config.maxRecurLimit, |
no test coverage detected