From a43ecdb5a20060591c63b2b4ec895447c919dbb2 Mon Sep 17 00:00:00 2001 From: Cyr-Ch Date: Sat, 20 Sep 2025 21:32:50 +0200 Subject: [PATCH 1/3] graphql example --- typescript/graphql_http_example/README.md | 48 + typescript/graphql_http_example/example.env | 3 + .../graphql_http_example/graphql_manual.json | 75 ++ .../graphql_http_example/llm_client_openai.ts | 181 ++++ .../graphql_http_example/package-lock.json | 851 ++++++++++++++++++ typescript/graphql_http_example/package.json | 20 + typescript/graphql_http_example/tsconfig.json | 14 + 7 files changed, 1192 insertions(+) create mode 100644 typescript/graphql_http_example/README.md create mode 100644 typescript/graphql_http_example/example.env create mode 100644 typescript/graphql_http_example/graphql_manual.json create mode 100644 typescript/graphql_http_example/llm_client_openai.ts create mode 100644 typescript/graphql_http_example/package-lock.json create mode 100644 typescript/graphql_http_example/package.json create mode 100644 typescript/graphql_http_example/tsconfig.json diff --git a/typescript/graphql_http_example/README.md b/typescript/graphql_http_example/README.md new file mode 100644 index 0000000..d22f587 --- /dev/null +++ b/typescript/graphql_http_example/README.md @@ -0,0 +1,48 @@ +## TypeScript UTCP - GraphQL via HTTP Provider (GitHub GraphQL) + +This example shows how to call a GraphQL API (GitHub GraphQL) using UTCP's HTTP provider. It defines a UTCP manual that models a generic GraphQL query tool and uses a bearer token loaded from `.env` for authentication. + +### Prerequisites +- Node.js 18+ +- A GitHub Personal Access Token with `public_repo` (or relevant) scopes + +### Setup +1. Install dependencies: +```bash +npm install +``` +2. Create `.env` from `example.env` and set your environment variables: +```bash +cp example.env .env +``` + +### Files +- `graphql_manual.json`: UTCP manual with GraphQL-powered tools + - `github.graphql_query`: Execute any GitHub GraphQL query + - `github.search_repos`: Search public repositories by keywords (convenience wrapper over GraphQL search) +- `llm_client_openai.ts`: OpenAI-driven client that lets the LLM decide the query and variables (and use `github.search_repos` for discovery) +- `package.json`, `tsconfig.json`: Project configuration + +### Key benefits +- **Zero server scaffolding**: Model GraphQL operations as UTCP tools without writing any backend glue. The manual captures auth, headers, and body shape once; every consumer benefits. +- **LLM-ready by construction**: Tools are discoverable, have JSON schemas, and can be surfaced to an LLM for autonomous tool use (query selection, variable filling, and retries). +- **Security by configuration**: Tokens and headers are injected via variable loaders (`.env` here). Swap in a secret manager later without touching call sites. +- **Portable across stacks**: The exact same manual can be used by different clients (TS/Python) and different LLM backends (OpenAI, Bedrock) with no API rewrites. + + +### Running with LLM variant (OpenAI) +1. Ensure `.env` has both `GITHUB_TOKEN` and `OPENAI_API_KEY`. +2. Run the LLM client: +```bash +npm run start:llm +``` +3. Try prompts like: +- "What is my login?" +- "Search public repos for 'utcp' and list top 5 with URLs" +- "Find repositories mentioning 'universal tool calling' (any owner) and show name + URL" +- "Limit to my account: search my repos for 'agent' in the name" + +The client supports multi-step tool use. For repo discovery: +- The model can call `github.graphql_query` to get `viewer.login`, then use `github.search_repos` with either global keywords or `user:LOGIN` scoping. + + diff --git a/typescript/graphql_http_example/example.env b/typescript/graphql_http_example/example.env new file mode 100644 index 0000000..3ad4e4c --- /dev/null +++ b/typescript/graphql_http_example/example.env @@ -0,0 +1,3 @@ +GITHUB_TOKEN=ghp_your_github_token_here +OPENAI_API_KEY=sk-your-openai-key + diff --git a/typescript/graphql_http_example/graphql_manual.json b/typescript/graphql_http_example/graphql_manual.json new file mode 100644 index 0000000..0d164c5 --- /dev/null +++ b/typescript/graphql_http_example/graphql_manual.json @@ -0,0 +1,75 @@ +{ + "version": "0.1.0", + "tools": [ + { + "name": "github.graphql_query", + "description": "Execute a GraphQL query against the GitHub GraphQL API.", + "tags": ["graphql", "github"], + "tool_provider": { + "name": "github_graphql", + "provider_type": "http", + "url": "https://api.github.com/graphql", + "http_method": "POST", + "headers": { + "Authorization": "Bearer ${GITHUB_TOKEN}", + "Content-Type": "application/json", + "Accept": "application/json" + } + }, + "inputs": { + "type": "object", + "properties": { + "body": { + "type": "object", + "properties": { + "query": { "type": "string", "description": "GraphQL query string" }, + "variables": { "type": "object", "additionalProperties": true } + }, + "required": ["query"] + } + }, + "required": ["body"] + }, + "outputs": { + "type": "object", + "properties": { + "data": { "type": "object", "additionalProperties": true }, + "errors": { "type": "array", "items": { "type": "object" } } + } + } + }, + { + "name": "github.search_repos", + "description": "Search public GitHub repositories by keywords using the GraphQL search API.", + "tags": ["graphql", "github", "search"], + "tool_provider": { + "name": "github_graphql", + "provider_type": "http", + "url": "https://api.github.com/graphql", + "http_method": "POST", + "headers": { + "Authorization": "Bearer ${GITHUB_TOKEN}", + "Content-Type": "application/json", + "Accept": "application/json" + } + }, + "inputs": { + "type": "object", + "properties": { + "keywords": { "type": "string", "description": "Keywords to search for in repository names" }, + "limit": { "type": "integer", "description": "Max results to return", "default": 10 }, + "user": { "type": "string", "description": "Optional GitHub login to scope search to a user" } + }, + "required": ["keywords"] + }, + "outputs": { + "type": "object", + "properties": { + "data": { "type": "object", "additionalProperties": true }, + "errors": { "type": "array", "items": { "type": "object" } } + } + } + } + ] +} + diff --git a/typescript/graphql_http_example/llm_client_openai.ts b/typescript/graphql_http_example/llm_client_openai.ts new file mode 100644 index 0000000..5c25c6e --- /dev/null +++ b/typescript/graphql_http_example/llm_client_openai.ts @@ -0,0 +1,181 @@ +import * as path from 'path'; +import * as readline from 'readline'; +import dotenv from 'dotenv'; +import { OpenAI } from 'openai'; +import type { ChatCompletionMessageParam } from 'openai/resources'; + +import { UtcpClient } from '@utcp/sdk/dist/src/client/utcp-client.js'; +import { UtcpClientConfigSchema } from '@utcp/sdk/dist/src/client/utcp-client-config.js'; +import { TextProviderSchema, TextProvider } from '@utcp/sdk/dist/src/shared/provider.js'; +import { Tool } from '@utcp/sdk/dist/src/shared/tool.js'; + +function createReadline() { + return readline.createInterface({ input: process.stdin, output: process.stdout }); +} + +function ask(rl: readline.Interface, prompt: string) { + return new Promise(resolve => rl.question(prompt, resolve)); +} + +function formatToolsForPrompt(tools: Tool[]): string { + return JSON.stringify(tools, null, 2); +} + +function normalizeArguments(arguments_: any): any { + // Ensure we always send { body: { query, variables? } } + if (arguments_ && typeof arguments_ === 'object') { + if (arguments_.body && typeof arguments_.body === 'object') { + return { body: arguments_.body }; + } + const { query, variables } = arguments_; + const body: any = {}; + if (typeof query === 'string') body.query = query; + if (variables && typeof variables === 'object') body.variables = variables; + if (Object.keys(body).length > 0) return { body }; + } + return arguments_; +} + +async function initializeClient(): Promise { + const manualProvider: TextProvider = TextProviderSchema.parse({ + name: 'github', + provider_type: 'text', + file_path: './graphql_manual.json' + }); + + const client = await UtcpClient.create(UtcpClientConfigSchema.parse({ + variables: {}, + load_variables_from: [ + { + type: 'dotenv', + env_file_path: path.join(process.cwd(), '.env') + } + ] + })); + + await client.register_tool_provider(manualProvider); + return client; +} + +async function getOpenAIResponse(openai: OpenAI, messages: ChatCompletionMessageParam[]): Promise { + const response = await openai.chat.completions.create({ + model: 'gpt-4o-mini', + messages + }); + return response.choices[0]?.message?.content || ''; +} + +function extractToolJson(text: string): any | null { + const match = text.match(/```json\n({[\s\S]*?})\n```/s) || text.match(/({[\s\S]*})/s); + if (!match) return null; + try { + return JSON.parse(match[1] || '{}'); + } catch { + return null; + } +} + +function buildSearchQuery(keywords: string, limit: number, user?: string) { + const q = user ? `user:${user} ${keywords} in:name` : `${keywords} in:name`; + return { + query: `query ($q: String!, $first: Int!) {\n search(query: $q, type: REPOSITORY, first: $first) {\n repositoryCount\n nodes {\n ... on Repository { name url owner { login } description }\n }\n }\n}`, + variables: { q, first: Math.max(1, Math.min(50, limit || 10)) } + }; +} + +async function callTool(utcpClient: UtcpClient, toolName: string, args: any) { + // Allow a higher-level tool alias for convenience + if (toolName === 'github.search_repos') { + const keywords = typeof args?.keywords === 'string' ? args.keywords : ''; + const limit = typeof args?.limit === 'number' ? args.limit : 10; + const user = typeof args?.user === 'string' ? args.user : undefined; + const { query, variables } = buildSearchQuery(keywords, limit, user); + return await utcpClient.call_tool('github.graphql_query', { body: { query, variables } }); + } + return await utcpClient.call_tool(toolName, args); +} + +async function main() { + dotenv.config({ path: path.join(process.cwd(), '.env') }); + if (!process.env.OPENAI_API_KEY) { + console.error('Missing OPENAI_API_KEY in .env'); + process.exit(1); + } + if (!process.env.GITHUB_TOKEN) { + console.error('Missing GITHUB_TOKEN in .env'); + process.exit(1); + } + + const utcpClient = await initializeClient(); + const tools = await utcpClient.search_tools(''); + const toolsJson = formatToolsForPrompt(tools); + + const systemPrompt = + 'You are a helpful assistant with access to two tools: a generic GraphQL executor and a convenience repository search tool. ' + + 'When you need to use a tool, respond ONLY with a JSON object with keys "tool_name" and "arguments". ' + + 'Do not add any other text. The "arguments" must be a JSON object. ' + + 'Prefer github.search_repos when the user asks for repository discovery without a specific query structure; fallback to github.graphql_query for custom queries. ' + + 'Search guidance: use keywords and optionally scope by user login. ' + + `Available tools:\n${toolsJson}`; + + const openai = new OpenAI({ apiKey: process.env.OPENAI_API_KEY }); + const rl = createReadline(); + const history: ChatCompletionMessageParam[] = []; + + try { + while (true) { + const userPrompt = await ask(rl, "\nEnter your request (or 'exit'): "); + if (userPrompt.toLowerCase() === 'exit' || userPrompt.toLowerCase() === 'quit') break; + + // Start a tool/answer loop allowing multiple tool invocations + let messages: ChatCompletionMessageParam[] = [ + { role: 'system', content: systemPrompt }, + ...history, + { role: 'user', content: userPrompt } + ]; + + while (true) { + const assistant = await getOpenAIResponse(openai, messages); + const toolJson = extractToolJson(assistant); + + if (!toolJson || !toolJson.tool_name || typeof toolJson.arguments !== 'object') { + console.log('Assistant:', assistant); + history.push({ role: 'user', content: userPrompt }, { role: 'assistant', content: assistant }); + break; + } + + const toolName: string = toolJson.tool_name; + const args = normalizeArguments(toolJson.arguments); + console.log(`\nExecuting: ${toolName} with args: ${JSON.stringify(args, null, 2)}`); + + let toolOutput = ''; + try { + const result = await callTool(utcpClient, toolName, args); + toolOutput = JSON.stringify(result); + } catch (e: any) { + toolOutput = `Error calling ${toolName}: ${e?.message || String(e)}`; + console.error(toolOutput); + } + + // Extend the conversation with the tool decision and output + messages = [ + { role: 'system', content: systemPrompt }, + ...history, + { role: 'user', content: userPrompt }, + { role: 'assistant', content: JSON.stringify(toolJson) }, + { role: 'user', content: `Tool output: ${toolOutput}. If needed, call another tool. Otherwise, answer.` } + ]; + + continue; + } + } + } finally { + rl.close(); + } +} + +// Direct invocation for ES modules +main().catch(err => { + console.error('Error in main:', err); + process.exit(1); +}); diff --git a/typescript/graphql_http_example/package-lock.json b/typescript/graphql_http_example/package-lock.json new file mode 100644 index 0000000..161c285 --- /dev/null +++ b/typescript/graphql_http_example/package-lock.json @@ -0,0 +1,851 @@ +{ + "name": "utcp-graphql-http-example", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "utcp-graphql-http-example", + "version": "0.1.0", + "dependencies": { + "@utcp/sdk": "^0.1.0", + "dotenv": "^16.4.5", + "openai": "^4.55.4", + "ts-node": "^10.9.2" + }, + "devDependencies": { + "typescript": "^5.6.2" + } + }, + "node_modules/@cspotcode/source-map-support": { + "version": "0.8.1", + "resolved": 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b/typescript/graphql_http_example/tsconfig.json @@ -0,0 +1,14 @@ +{ + "compilerOptions": { + "target": "ES2020", + "module": "ESNext", + "moduleResolution": "Node", + "esModuleInterop": true, + "strict": true, + "skipLibCheck": true, + "outDir": "dist" + }, + "include": ["**/*.ts"], + "exclude": ["node_modules"] +} + From c9be6e4dc641a45a6dde8d15b4e1151c6beab65d Mon Sep 17 00:00:00 2001 From: Cyr-Ch Date: Sun, 21 Sep 2025 16:03:31 +0200 Subject: [PATCH 2/3] chore(graphql-http): align tsconfig with ESM; harden client and env - switch moduleResolution to NodeNext for ts-node/esm - replace deep @utcp/sdk imports with public entrypoint - redact provider headers from tools before LLM prompts - cap conversation history (20) and trim as it grows - validate github.search_repos requires non-empty keywords - empty example.env placeholders to avoid secret-scanner noise --- typescript/graphql_http_example/example.env | 4 +-- .../graphql_http_example/llm_client_openai.ts | 33 ++++++++++++++++--- typescript/graphql_http_example/tsconfig.json | 2 +- 3 files changed, 31 insertions(+), 8 deletions(-) diff --git a/typescript/graphql_http_example/example.env b/typescript/graphql_http_example/example.env index 3ad4e4c..42b54c2 100644 --- a/typescript/graphql_http_example/example.env +++ b/typescript/graphql_http_example/example.env @@ -1,3 +1,3 @@ -GITHUB_TOKEN=ghp_your_github_token_here -OPENAI_API_KEY=sk-your-openai-key +GITHUB_TOKEN= +OPENAI_API_KEY= diff --git a/typescript/graphql_http_example/llm_client_openai.ts b/typescript/graphql_http_example/llm_client_openai.ts index 5c25c6e..c84b519 100644 --- a/typescript/graphql_http_example/llm_client_openai.ts +++ b/typescript/graphql_http_example/llm_client_openai.ts @@ -4,10 +4,7 @@ import dotenv from 'dotenv'; import { OpenAI } from 'openai'; import type { ChatCompletionMessageParam } from 'openai/resources'; -import { UtcpClient } from '@utcp/sdk/dist/src/client/utcp-client.js'; -import { UtcpClientConfigSchema } from '@utcp/sdk/dist/src/client/utcp-client-config.js'; -import { TextProviderSchema, TextProvider } from '@utcp/sdk/dist/src/shared/provider.js'; -import { Tool } from '@utcp/sdk/dist/src/shared/tool.js'; +import { UtcpClient, UtcpClientConfigSchema, TextProviderSchema, TextProvider, Tool } from '@utcp/sdk'; function createReadline() { return readline.createInterface({ input: process.stdin, output: process.stdout }); @@ -17,8 +14,19 @@ function ask(rl: readline.Interface, prompt: string) { return new Promise(resolve => rl.question(prompt, resolve)); } +function sanitizeToolsForPrompt(tools: Tool[]): any[] { + // Redact provider and headers; expose only safe, schema-relevant fields + return tools.map((t: any) => ({ + name: t?.name, + description: t?.description, + tags: t?.tags, + inputs: t?.inputs, + outputs: t?.outputs + })); +} + function formatToolsForPrompt(tools: Tool[]): string { - return JSON.stringify(tools, null, 2); + return JSON.stringify(sanitizeToolsForPrompt(tools), null, 2); } function normalizeArguments(arguments_: any): any { @@ -121,6 +129,7 @@ async function main() { const openai = new OpenAI({ apiKey: process.env.OPENAI_API_KEY }); const rl = createReadline(); const history: ChatCompletionMessageParam[] = []; + const MAX_HISTORY_MESSAGES = 20; try { while (true) { @@ -141,6 +150,9 @@ async function main() { if (!toolJson || !toolJson.tool_name || typeof toolJson.arguments !== 'object') { console.log('Assistant:', assistant); history.push({ role: 'user', content: userPrompt }, { role: 'assistant', content: assistant }); + if (history.length > MAX_HISTORY_MESSAGES) { + history.splice(0, history.length - MAX_HISTORY_MESSAGES); + } break; } @@ -150,6 +162,13 @@ async function main() { let toolOutput = ''; try { + // Basic validation for alias to avoid empty searches + if (toolName === 'github.search_repos') { + const kw = (args?.keywords ?? '').toString().trim(); + if (!kw) { + throw new Error('keywords is required for github.search_repos'); + } + } const result = await callTool(utcpClient, toolName, args); toolOutput = JSON.stringify(result); } catch (e: any) { @@ -166,6 +185,10 @@ async function main() { { role: 'user', content: `Tool output: ${toolOutput}. If needed, call another tool. Otherwise, answer.` } ]; + if (history.length > MAX_HISTORY_MESSAGES) { + history.splice(0, history.length - MAX_HISTORY_MESSAGES); + } + continue; } } diff --git a/typescript/graphql_http_example/tsconfig.json b/typescript/graphql_http_example/tsconfig.json index bb24fd5..00f118d 100644 --- a/typescript/graphql_http_example/tsconfig.json +++ b/typescript/graphql_http_example/tsconfig.json @@ -2,7 +2,7 @@ "compilerOptions": { "target": "ES2020", "module": "ESNext", - "moduleResolution": "Node", + "moduleResolution": "NodeNext", "esModuleInterop": true, "strict": true, "skipLibCheck": true, From 81dd19ec24a625d3a16c3335c5418f7b5e89858d Mon Sep 17 00:00:00 2001 From: Cyr-Ch Date: Sun, 5 Oct 2025 17:09:17 +0200 Subject: [PATCH 3/3] fix dual tool design --- README.md | 6 + package-lock.json | 6 + typescript/graphql_http_example/README.md | 5 + .../graphql_http_example/graphql_manual.json | 27 +- .../graphql_http_example/llm_client_openai.ts | 156 +- .../graphql_http_example/package-lock.json | 1447 ++++++++++++++++- typescript/graphql_http_example/package.json | 7 +- .../test/search_repos.test.ts | 61 + typescript/graphql_http_example/tsconfig.json | 4 +- .../graphql_http_example/vitest.config.ts | 12 + 10 files changed, 1654 insertions(+), 77 deletions(-) create mode 100644 package-lock.json create mode 100644 typescript/graphql_http_example/test/search_repos.test.ts create mode 100644 typescript/graphql_http_example/vitest.config.ts diff --git a/README.md b/README.md index d079410..8e735a9 100644 --- a/README.md +++ b/README.md @@ -25,3 +25,9 @@ This repository contains practical examples demonstrating how to use the Univers For detailed documentation and API reference, visit: - [Python UTCP repository](https://github.com/universal-tool-calling-protocol/python-utcp) - [TypeScript UTCP repository](https://github.com/universal-tool-calling-protocol/typescript-utcp) + +## Featured Examples + +- TypeScript: GraphQL over HTTP (GitHub GraphQL) + - Path: `typescript/graphql_http_example` + - One-liner: Demonstrates modeling GraphQL operations as UTCP HTTP tools with an OpenAI-driven client, including a generic GraphQL executor and a repo search tool using variables. \ No newline at end of file diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 0000000..382316f --- /dev/null +++ b/package-lock.json @@ -0,0 +1,6 @@ +{ + "name": "utcp-examples", + "lockfileVersion": 3, + "requires": true, + "packages": {} +} diff --git a/typescript/graphql_http_example/README.md b/typescript/graphql_http_example/README.md index d22f587..70b08fa 100644 --- a/typescript/graphql_http_example/README.md +++ b/typescript/graphql_http_example/README.md @@ -42,6 +42,11 @@ npm run start:llm - "Find repositories mentioning 'universal tool calling' (any owner) and show name + URL" - "Limit to my account: search my repos for 'agent' in the name" +### Testing without hitting GitHub +1. Install dev deps (already in `package.json`): `npm i` +2. Run tests: `npm test` +3. We use `nock` to mock `https://api.github.com/graphql` so queries resolve locally. + The client supports multi-step tool use. For repo discovery: - The model can call `github.graphql_query` to get `viewer.login`, then use `github.search_repos` with either global keywords or `user:LOGIN` scoping. diff --git a/typescript/graphql_http_example/graphql_manual.json b/typescript/graphql_http_example/graphql_manual.json index 0d164c5..bcb2d88 100644 --- a/typescript/graphql_http_example/graphql_manual.json +++ b/typescript/graphql_http_example/graphql_manual.json @@ -40,7 +40,7 @@ }, { "name": "github.search_repos", - "description": "Search public GitHub repositories by keywords using the GraphQL search API.", + "description": "Search public GitHub repositories by keywords using the GraphQL search API. Provide body.query and body.variables; defaults are prefilled.", "tags": ["graphql", "github", "search"], "tool_provider": { "name": "github_graphql", @@ -56,11 +56,28 @@ "inputs": { "type": "object", "properties": { - "keywords": { "type": "string", "description": "Keywords to search for in repository names" }, - "limit": { "type": "integer", "description": "Max results to return", "default": 10 }, - "user": { "type": "string", "description": "Optional GitHub login to scope search to a user" } + "body": { + "type": "object", + "properties": { + "query": { + "type": "string", + "description": "GraphQL search query; defaults to a repository search over name field.", + "default": "query ($q: String!, $first: Int!) {\n search(query: $q, type: REPOSITORY, first: $first) {\n repositoryCount\n nodes {\n ... on Repository { name url owner { login } description }\n }\n }\n}" + }, + "variables": { + "type": "object", + "description": "Variables for the search query: q and first.", + "properties": { + "q": { "type": "string", "description": "Search string, e.g., 'keywords in:name' or 'user:LOGIN keywords in:name'" }, + "first": { "type": "integer", "description": "Max results (1..50)", "default": 10 } + }, + "required": ["q"] + } + }, + "required": ["query", "variables"] + } }, - "required": ["keywords"] + "required": ["body"] }, "outputs": { "type": "object", diff --git a/typescript/graphql_http_example/llm_client_openai.ts b/typescript/graphql_http_example/llm_client_openai.ts index c84b519..dd40468 100644 --- a/typescript/graphql_http_example/llm_client_openai.ts +++ b/typescript/graphql_http_example/llm_client_openai.ts @@ -4,7 +4,11 @@ import dotenv from 'dotenv'; import { OpenAI } from 'openai'; import type { ChatCompletionMessageParam } from 'openai/resources'; -import { UtcpClient, UtcpClientConfigSchema, TextProviderSchema, TextProvider, Tool } from '@utcp/sdk'; +import { UtcpClient } from '@utcp/sdk/dist/src/client/utcp-client.js'; +import { UtcpClientConfigSchema } from '@utcp/sdk/dist/src/client/utcp-client-config.js'; +import { TextProviderSchema } from '@utcp/sdk/dist/src/shared/provider.js'; +import type { TextProvider } from '@utcp/sdk/dist/src/shared/provider.js'; +import type { Tool } from '@utcp/sdk/dist/src/shared/tool.js'; function createReadline() { return readline.createInterface({ input: process.stdin, output: process.stdout }); @@ -65,41 +69,10 @@ async function initializeClient(): Promise { return client; } -async function getOpenAIResponse(openai: OpenAI, messages: ChatCompletionMessageParam[]): Promise { - const response = await openai.chat.completions.create({ - model: 'gpt-4o-mini', - messages - }); - return response.choices[0]?.message?.content || ''; -} - -function extractToolJson(text: string): any | null { - const match = text.match(/```json\n({[\s\S]*?})\n```/s) || text.match(/({[\s\S]*})/s); - if (!match) return null; - try { - return JSON.parse(match[1] || '{}'); - } catch { - return null; - } -} - -function buildSearchQuery(keywords: string, limit: number, user?: string) { - const q = user ? `user:${user} ${keywords} in:name` : `${keywords} in:name`; - return { - query: `query ($q: String!, $first: Int!) {\n search(query: $q, type: REPOSITORY, first: $first) {\n repositoryCount\n nodes {\n ... on Repository { name url owner { login } description }\n }\n }\n}`, - variables: { q, first: Math.max(1, Math.min(50, limit || 10)) } - }; -} +// Using OpenAI function calling; no regex extraction +// Direct tool invocation; tools are fully defined in the manual async function callTool(utcpClient: UtcpClient, toolName: string, args: any) { - // Allow a higher-level tool alias for convenience - if (toolName === 'github.search_repos') { - const keywords = typeof args?.keywords === 'string' ? args.keywords : ''; - const limit = typeof args?.limit === 'number' ? args.limit : 10; - const user = typeof args?.user === 'string' ? args.user : undefined; - const { query, variables } = buildSearchQuery(keywords, limit, user); - return await utcpClient.call_tool('github.graphql_query', { body: { query, variables } }); - } return await utcpClient.call_tool(toolName, args); } @@ -122,8 +95,8 @@ async function main() { 'You are a helpful assistant with access to two tools: a generic GraphQL executor and a convenience repository search tool. ' + 'When you need to use a tool, respond ONLY with a JSON object with keys "tool_name" and "arguments". ' + 'Do not add any other text. The "arguments" must be a JSON object. ' + - 'Prefer github.search_repos when the user asks for repository discovery without a specific query structure; fallback to github.graphql_query for custom queries. ' + - 'Search guidance: use keywords and optionally scope by user login. ' + + 'For repository discovery, call github.search_repos with {"body": {"query": "query ($q: String!, $first: Int!) {\n search(query: $q, type: REPOSITORY, first: $first) {\n repositoryCount\n nodes {\n ... on Repository { name url owner { login } description }\n }\n }\n}", "variables": {"q": "keywords in:name", "first": N}}}. ' + + 'For custom GraphQL, use github.graphql_query. ' + `Available tools:\n${toolsJson}`; const openai = new OpenAI({ apiKey: process.env.OPENAI_API_KEY }); @@ -144,52 +117,99 @@ async function main() { ]; while (true) { - const assistant = await getOpenAIResponse(openai, messages); - const toolJson = extractToolJson(assistant); + const response = await openai.chat.completions.create({ + model: 'gpt-4o-mini', + messages, + tools: [ + { + type: 'function', + function: { + name: 'call_utcp_tool', + description: 'Call a UTCP tool by name with arguments. Arguments should match the tool schema.', + parameters: { + type: 'object', + properties: { + tool_name: { type: 'string' }, + arguments: { type: 'object', additionalProperties: true } + }, + required: ['tool_name', 'arguments'] + } + } + } + ] + }); + + const choice = response.choices[0]; + const assistantMsg: any = choice.message; + const toolCalls = assistantMsg.tool_calls || []; + const assistantContent = assistantMsg.content || ''; - if (!toolJson || !toolJson.tool_name || typeof toolJson.arguments !== 'object') { - console.log('Assistant:', assistant); - history.push({ role: 'user', content: userPrompt }, { role: 'assistant', content: assistant }); + if (!toolCalls.length) { + console.log('Assistant:', assistantContent); + history.push({ role: 'user', content: userPrompt }, { role: 'assistant', content: assistantContent }); if (history.length > MAX_HISTORY_MESSAGES) { history.splice(0, history.length - MAX_HISTORY_MESSAGES); } break; } - const toolName: string = toolJson.tool_name; - const args = normalizeArguments(toolJson.arguments); - console.log(`\nExecuting: ${toolName} with args: ${JSON.stringify(args, null, 2)}`); - - let toolOutput = ''; - try { - // Basic validation for alias to avoid empty searches - if (toolName === 'github.search_repos') { - const kw = (args?.keywords ?? '').toString().trim(); - if (!kw) { - throw new Error('keywords is required for github.search_repos'); - } - } - const result = await callTool(utcpClient, toolName, args); - toolOutput = JSON.stringify(result); - } catch (e: any) { - toolOutput = `Error calling ${toolName}: ${e?.message || String(e)}`; - console.error(toolOutput); - } - - // Extend the conversation with the tool decision and output - messages = [ + const newMessages: ChatCompletionMessageParam[] = [ { role: 'system', content: systemPrompt }, ...history, { role: 'user', content: userPrompt }, - { role: 'assistant', content: JSON.stringify(toolJson) }, - { role: 'user', content: `Tool output: ${toolOutput}. If needed, call another tool. Otherwise, answer.` } + assistantMsg as ChatCompletionMessageParam ]; - if (history.length > MAX_HISTORY_MESSAGES) { - history.splice(0, history.length - MAX_HISTORY_MESSAGES); + for (const call of toolCalls) { + if (call.type !== 'function' || call.function?.name !== 'call_utcp_tool') continue; + const payloadText = call.function?.arguments || '{}'; + let payload: any = {}; + try { + payload = JSON.parse(payloadText); + } catch { + console.error('Failed to parse tool arguments JSON'); + continue; + } + + const toolName: string = payload.tool_name; + const args = normalizeArguments(payload.arguments); + console.log(`\nExecuting: ${toolName} with args: ${JSON.stringify(args, null, 2)}`); + + let toolOutput = ''; + try { + const result: any = await callTool(utcpClient, toolName, args); + const errors: any[] | undefined = Array.isArray(result?.errors) ? result.errors : undefined; + if (errors && errors.length > 0) { + const summaries = errors.map(e => (e?.message ?? JSON.stringify(e))).slice(0, 3); + console.error(`GraphQL errors (${errors.length}): ${summaries.join(' | ')}`); + toolOutput = JSON.stringify({ + ok: false, + error_count: errors.length, + error_messages: errors.map(e => e?.message ?? String(e)), + data: result?.data ?? null, + errors + }); + } else { + toolOutput = JSON.stringify({ ok: true, data: result?.data ?? result }); + } + } catch (e: any) { + toolOutput = `Error calling ${toolName}: ${e?.message || String(e)}`; + console.error(toolOutput); + } + + newMessages.push({ + role: 'tool', + // @ts-expect-error: tool_call_id is a valid property for tool role in OpenAI tools + tool_call_id: call.id, + content: toolOutput + } as any); + + if (history.length > MAX_HISTORY_MESSAGES) { + history.splice(0, history.length - MAX_HISTORY_MESSAGES); + } } - continue; + messages = newMessages; } } } finally { diff --git a/typescript/graphql_http_example/package-lock.json b/typescript/graphql_http_example/package-lock.json index 161c285..4da4f7b 100644 --- a/typescript/graphql_http_example/package-lock.json +++ b/typescript/graphql_http_example/package-lock.json @@ -14,7 +14,9 @@ "ts-node": "^10.9.2" }, "devDependencies": { - "typescript": "^5.6.2" + "nock": "^14.0.0", + 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>=20.0.0", + "@vitest/browser": "2.1.9", + "@vitest/ui": "2.1.9", + "happy-dom": "*", + "jsdom": "*" + }, + "peerDependenciesMeta": { + "@edge-runtime/vm": { + "optional": true + }, + "@types/node": { + "optional": true + }, + "@vitest/browser": { + "optional": true + }, + "@vitest/ui": { + "optional": true + }, + "happy-dom": { + "optional": true + }, + "jsdom": { + "optional": true + } + } + }, "node_modules/web-streams-polyfill": { "version": "4.0.0-beta.3", "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-4.0.0-beta.3.tgz", @@ -799,6 +2227,23 @@ "webidl-conversions": "^3.0.0" } }, + "node_modules/why-is-node-running": { + "version": "2.3.0", + "resolved": "https://registry.npmjs.org/why-is-node-running/-/why-is-node-running-2.3.0.tgz", + "integrity": "sha512-hUrmaWBdVDcxvYqnyh09zunKzROWjbZTiNy8dBEjkS7ehEDQibXJ7XvlmtbwuTclUiIyN+CyXQD4Vmko8fNm8w==", + "dev": true, + "license": "MIT", + "dependencies": { + "siginfo": "^2.0.0", + "stackback": "0.0.2" + }, + "bin": { + "why-is-node-running": "cli.js" + }, + "engines": { + "node": ">=8" + } + }, "node_modules/ws": { "version": "8.18.3", "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.3.tgz", diff --git a/typescript/graphql_http_example/package.json b/typescript/graphql_http_example/package.json index ae21ea4..a6593bd 100644 --- a/typescript/graphql_http_example/package.json +++ b/typescript/graphql_http_example/package.json @@ -5,7 +5,8 @@ "private": true, "scripts": { "build": "tsc -p tsconfig.json", - "start:llm": "node --loader ts-node/esm llm_client_openai.ts" + "start:llm": "ts-node-esm llm_client_openai.ts", + "test": "vitest run -c vitest.config.ts" }, "dependencies": { "@utcp/sdk": "^0.1.0", @@ -14,7 +15,9 @@ "ts-node": "^10.9.2" }, "devDependencies": { - "typescript": "^5.6.2" + "typescript": "^5.6.2", + "vitest": "^2.0.5", + "nock": "^14.0.0" } } diff --git a/typescript/graphql_http_example/test/search_repos.test.ts b/typescript/graphql_http_example/test/search_repos.test.ts new file mode 100644 index 0000000..a89aa96 --- /dev/null +++ b/typescript/graphql_http_example/test/search_repos.test.ts @@ -0,0 +1,61 @@ +import { describe, it, expect, beforeAll, afterAll } from 'vitest'; +import nock from 'nock'; +import { UtcpClient } from '@utcp/sdk/dist/src/client/utcp-client.js'; +import { UtcpClientConfigSchema } from '@utcp/sdk/dist/src/client/utcp-client-config.js'; +import { TextProviderSchema } from '@utcp/sdk/dist/src/shared/provider.js'; +import * as path from 'path'; + +describe('github.search_repos (mocked)', () => { + let client: any; + + beforeAll(async () => { + nock.disableNetConnect(); + nock('https://api.github.com') + .post('/graphql') + .reply(200, { + data: { + search: { + repositoryCount: 1, + nodes: [ + { name: 'utcp-examples', url: 'https://github.com/org/utcp-examples', owner: { login: 'org' }, description: 'examples' } + ] + } + } + }); + + const manualProvider = TextProviderSchema.parse({ + name: 'github', + provider_type: 'text', + file_path: path.join(process.cwd(), 'graphql_manual.json') + }); + + client = await UtcpClient.create(UtcpClientConfigSchema.parse({ + variables: { GITHUB_TOKEN: 'test-token' }, + load_variables_from: [] + })); + await client.register_tool_provider(manualProvider); + }); + + afterAll(() => { + nock.cleanAll(); + nock.enableNetConnect(); + }); + + it('returns mocked search results', async () => { + const query = `query ($q: String!, $first: Int!) {\n search(query: $q, type: REPOSITORY, first: $first) {\n repositoryCount\n nodes {\n ... on Repository { name url owner { login } description }\n }\n }\n}`; + const result = await client.call_tool('github.search_repos', { + body: { + query, + variables: { + q: 'utcp in:name', + first: 1 + } + } + }); + + expect(result?.data?.search?.repositoryCount).toBe(1); + expect(result?.data?.search?.nodes?.[0]?.name).toBe('utcp-examples'); + }); +}); + + diff --git a/typescript/graphql_http_example/tsconfig.json b/typescript/graphql_http_example/tsconfig.json index 00f118d..4e6dc16 100644 --- a/typescript/graphql_http_example/tsconfig.json +++ b/typescript/graphql_http_example/tsconfig.json @@ -6,7 +6,9 @@ "esModuleInterop": true, "strict": true, "skipLibCheck": true, - "outDir": "dist" + "outDir": "dist", + "types": ["vitest"], + "noEmit": true }, "include": ["**/*.ts"], "exclude": ["node_modules"] diff --git a/typescript/graphql_http_example/vitest.config.ts b/typescript/graphql_http_example/vitest.config.ts new file mode 100644 index 0000000..b293a05 --- /dev/null +++ b/typescript/graphql_http_example/vitest.config.ts @@ -0,0 +1,12 @@ +import { defineConfig } from 'vitest/config'; + +export default defineConfig({ + test: { + environment: 'node' + }, + resolve: { + conditions: ['node', 'import', 'module', 'default'] + } +}); + +