/** Resolve world families and definitions at each run boundary. All real requests retain the host proxy transport. */ import { AgentDoc, defineExtension, GenerationTask, hook } from '@earendil-works/pi-durable' import { definitionRuns, discoverAgents, parseDefinition, parseOverlay, parseFamilies, parseFrontmatter, toolsFor } from '../core/agents.ts' import { ModelsApi, Pin, Profile } from './api.ts' import { repoRoot } from './files.ts' export const order = -200 export default function models(host: any) { const read = async (cwd: string) => { const families = parseFamilies(await host.fs.read('/src/sausage/agents/models.json')) const root = await repoRoot(host.fs, cwd) const files = [] for (const folder of ['/src/sausage/agents', `${root}/.sausage/agents`]) { let entries try { entries = await host.fs.list(folder) } catch (error) { if (error.code !== 'not_found') throw error; entries = [] } for (const entry of entries) if (entry.kind === 'file' && entry.name.endsWith('.md')) { const path = `${folder}/${entry.name}` files.push({path, text:await host.fs.read(path)}) } } const refs = Object.values(families).map(spec => spec.model.replace(/:(off|minimal|low|medium|high|xhigh|max)$/, '')) // Explicit pins can name a proxy model outside the families. for (const file of files) { try { const parsed = 'addTools' in parseFrontmatter(file.text).frontmatter ? parseOverlay(file.text,file.path).settings : parseDefinition(file.text,file.path) if (parsed.model) refs.push(parsed.model.replace(/:(off|minimal|low|medium|high|xhigh|max)$/, '')) } catch { /* discoverAgents records invalid files without replacing valid definitions. */ } } const found = discoverAgents(files, '/src/sausage', root, families, refs) return {families, ...found} } const transport = host.models().getProvider('openai') const template = host.models().getModels('openai')[0] const register = (ref: any) => { const store = host.models() if (store.getModel(ref.provider, ref.modelId)) return if (!transport || !template) throw new Error(`No proxy transport for ${ref.provider}/${ref.modelId}`) const prior = store.getModels(ref.provider) store.setProvider({...transport, id:ref.provider, getModels:()=>[...prior, {...template, provider:ref.provider, id:ref.modelId, name:ref.modelId}]}) } const apply = async (tx: any, id: number) => { const state = await tx.doc(AgentDoc, id) const profile = await tx.doc(Profile, id) const config = await read(state.cwd ?? '/') const definition = profile.agent ? config.definitions.find(d => d.name === profile.agent) : undefined if (profile.agent && !definition) throw new Error(`Unknown agent ${profile.agent}: ${JSON.stringify(config.errors)}`) const selected = definition?.runs ?? definitionRuns({} as any,config.families,Object.values(config.families).map(spec=>spec.model.replace(/:(off|minimal|low|medium|high|xhigh|max)$/, ''))) const pinned = await host.want(Pin)?.pin(tx, id) const ref = pinned ?? profile.model ?? selected.model register(ref) state.model = ref if (profile.thinking ?? selected.thinking) state.thinkingLevel = profile.thinking ?? selected.thinking else delete state.thinkingLevel if (definition) { state.instructions = definition.instructions if (profile.inheritedTools === undefined) profile.inheritedTools = state.tools ?? null const inherited = profile.inheritedTools if (definition.tools || Array.isArray(inherited)) state.tools = toolsFor(definition,inherited ?? []).filter(name=>!profile.excludeTools?.includes(name)) else state.tools = {remove:[...new Set([...(inherited?.remove ?? []),...(definition.denyTools ?? []),...(profile.excludeTools ?? [])])]} } return ref } host.implement(ModelsApi, { discover: read, configure: async (tx: any, id: number, options: any) => { const profile = await tx.doc(Profile,id) profile.agent = options.agent profile.inheritedTools = options.inheritedTools profile.excludeTools = options.excludeTools ?? [] if (options.model) profile.model = options.model else delete profile.model if (options.thinking) profile.thinking = options.thinking else delete profile.thinking return apply(tx,id) }, resolve: apply, start: async ({agent, cwd, ownership = {kind:'ownerless'}}: any, context: any) => { const conversation = await host.harness().createConversation({ownership, agent:{cwd}, init:async (tx: any, id: number)=>{ (await tx.doc(Profile,id)).agent = agent await apply(tx,id) }}, context) return conversation }, }) return defineExtension({name:'models', hooks:[hook(GenerationTask,{beforeInput:async (_input, {tx,conversationId})=>{await apply(tx,conversationId)}})]}) }