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Inc."},"license":"MIT","homepage":"https://onegrep.dev","repository":{"url":"git+ssh://git@github.com/onegrep/typescript-sdk.git","type":"git","directory":"packages/onegrep-sdk"},"description":"<div align=\"center\">   <img src=\"../../assets/onegrep.png\" alt=\"OneGrep Logo\" width=\"200\"/>","maintainers":[{"email":"achintya@onegrep.dev","name":"aashok-onegrep"},{"email":"admin@onegrep.dev","name":"onegrep-admin"},{"email":"brian@onegrep.dev","name":"bcripe-onegrep"}],"readme":"<div align=\"center\">\n  <img src=\"../../assets/onegrep.png\" alt=\"OneGrep Logo\" width=\"200\"/>\n\n# OneGrep TypeScript SDK\n\n[![Release](https://img.shields.io/github/v/release/OneGrep/typescript-sdk)](https://github.com/OneGrep/typescript-sdk/releases/latest)\n[![PNPM](https://img.shields.io/badge/pnpm-v10.4.1-orange)](https://pnpm.io)\n[![Node](https://img.shields.io/badge/node-%3E%3D22.14.0-brightgreen)](https://nodejs.org)\n[![TypeScript](https://img.shields.io/badge/typescript-5.x-blue)](https://www.typescriptlang.org)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)\n\n**Build agents that pick tools like experts, secure by default**\n\n_Import a single SDK to power your agents with semantic tool search, trainable contexts, and feedback-driven selection that gets smarter over time. Access tools from any provider through a unified API with configurable security policies and guardrails._\n\n[Documentation](docs/apiSpec.md) |\n[API Reference](docs/apiSpec.md#api-methods) |\n[Getting Started](#getting-started) |\n[Join our Community](https://join.slack.com/t/onegrep-community/shared_invite/placeholder)\n\n</div>\n\n## 📚 Table of Contents\n\n- [✨ Features](#-features)\n- [🚀 Getting Started](#-getting-started)\n- [🔗 Supported Providers](#-supported-providers)\n- [📖 Next Steps](#-next-steps)\n- [🤝 Contributing](#-contributing)\n- [📝 License](#-license)\n\n## ✨ Features\n\n### 🎯 Intelligent Tool Selection\n\n- **Semantic Search**: Find the right tools based on natural language descriptions and agent goals\n- **Context Training**: Train custom tool contexts to improve selection accuracy for your specific use cases\n- **Feedback Learning**: Selection gets smarter over time by learning from agent interactions and success patterns\n- **Adaptive Ranking**: Tools are ranked based on historical performance and contextual relevance\n\n### 🔌 Universal Connectivity\n\n- **Multi-Provider Support**: Connect to any [supported provider](#supported-providers) through a single unified API\n- **Type-Safe Integration**: Full TypeScript support with type definitions for all API operations\n- **Simple Authentication**: Unified authentication handling across all providers\n- **Provider Agnostic**: Write code once, switch providers anytime\n- **OpenAPI Integration** `coming soon`: Register any OpenAPI server as a tool source automatically\n\n### 🛡️ Security & Control\n\n- **Guardrails & Access Control**: Configure tool execution rules and approval flows - from automatic execution to human-in-the-loop oversight\n- **Audit Logging**: Comprehensive logging of all tool selections and executions\n- **Network Security**: Secure HTTPS connections with JWT and API key-based authentication schemes\n\n## 🚀 Getting Started\n\n### Join the Sandbox\n\n1. **Request Access**\n\n   - Visit [onegrep.dev](https://www.onegrep.dev/) to join the waitlist\n   - You'll receive an invite to the OneGrep sandbox environment\n\n2. **Install the CLI**\n\n```bash\n# Install the OneGrep CLI\nnpx -y @onegrep/cli\n\n# Create your account\nnpx @onegrep/cli account\n# Select \"Create Account\" when prompted\n```\n\n### Sandbox Environment\n\nThe OneGrep sandbox comes pre-configured with:\n\n- A collection of popular AI tools across different categories (chat, search, code analysis, etc.)\n- Example tool contexts trained for common agent scenarios\n- Pre-configured security policies and guardrails\n- Sample agent implementations using different frameworks\n\n> _A special thanks to [**Blaxel**](https://blaxel.ai/) for providing hosting services for MCP servers for the OneGrep Sandbox._\n\n### Exploring the Sandbox\n\nLet's try out some common workflows using the CLI:\n\n#### 1. Search for Tools\n\nFind tools that match your agent's goals using natural language:\n\n```bash\n# Start the CLI tool explorer\nnpx @onegrep/cli tools\n\n# Select \"search\" from the menu\n# Enter your query when prompted:\n\"I want to be able to find recent issues in the MCP repository and what the web says about how to fix them\"\n\n# The CLI will return ranked tools matching your query\n```\n\n#### 2. Execute Tools\n\nTry out tools directly from the CLI:\n\n```bash\n# Start the CLI tool explorer\nnpx @onegrep/cli tools\n\n# Select \"Explore integrations\"\n# Select \"exa\" from the list\n# Enter your query when prompted:\n\"what are the recent developments in MCP\"\n\n# The tool will execute and return results\n```\n\n#### 3. Train Tool Context\n\nImprove tool selection by adding custom context:\n\n```bash\n# Start the CLI tool explorer\nnpx @onegrep/cli tools\n\n# Select \"Explore integrations\"\n# Select any tool\n# Choose \"Add property\"\n# Create a new property (e.g., \"use_case\")\n# Add a value (e.g., \"mcp monitoring\")\n\n# Now search again:\nnpx @onegrep/cli tools\n# Select \"search\"\n# Try a query related to your tag:\n\"I need to monitor MCP status\"\n\n# Your trained tool should appear at the top of the results\n```\n\n### Using the SDK\n\nOnce you have sandbox access, install the SDK:\n\n```bash\n# Install using PNPM\npnpm add @onegrep/sdk\n```\n\nSet up your environment:\n\n```bash\n# Get your API key from the CLI\nnpx @onegrep/cli account\n# Select \"Show authentication status\"\n# Your API key will be displayed\n\n# Set the API key in your environment\nexport ONEGREP_API_KEY=\"your_sandbox_api_key\"\n# Set the URL to your onegrep deployment (or the public sandbox)\nexport ONEGREP_API_URL=\"https://test-sandbox.onegrep.dev\"\n```\n\n#### Run an Agent\n\nLet's start with a complete example of running an agent that uses OneGrep for dynamic tool selection. This example uses [**Langchain**](https://github.com/langchain-ai/langchain) for the agent loop and [**Blaxel**](https://blaxel.ai/) for managing the agent runtime.\n\nFirst, install the [**Just**](https://github.com/casey/just) command runner:\n\n```bash\nbrew install just\njust install\njust build\n```\n\nThen run the example agent:\n\n```bash\n# Terminal 1: Start the agent server\njust bl-serve\n\n# Terminal 2: Open a chat session with the agent\njust bl-chat\n```\n\nThis will start a local agent that:\n\n- Uses OneGrep SDK for intelligent tool selection\n- Implements a ReAct agent loop with LangChain\n- Runs in a secure Blaxel runtime environment\n\n#### LangChain Integration\n\nOneGrep seamlessly integrates with LangChain, providing type-safe tool bindings:\n\n```typescript\nimport { getToolbox } from '@onegrep/sdk'\nimport { createLangchainToolbox } from '@onegrep/sdk/extensions/langchain'\n\n// Initialize toolboxes\nconst toolbox = await getToolbox()\nconst langchainToolbox = await createLangchainToolbox(toolbox)\n\n// Search for relevant tools based on your agent's goals\nconst searchResults = await toolbox.search(\n  'Find recent news about AI developments'\n)\n\n// Tools are already structured for LangChain\nconst tools = searchResults.map((result) => result.result)\n\n// Use in your LangChain agent\nconst agent = await createReactAgent({\n  llm: new ChatOpenAI(),\n  tools: tools,\n  prompt: 'Use the most relevant tools to find and analyze AI news.'\n})\n\n// Tools are now available to your agent with proper typing and validation\nconst result = await agent.invoke({\n  input: \"What's the latest news about LangChain?\"\n})\n```\n\nFor more examples and detailed API documentation, check out our [Documentation](docs/apiSpec.md).\n\n## 🔗 Supported Providers\n\nOneGrep integrates with the following tool providers:\n\n### [Blaxel](https://blaxel.ai)\n\nA computing platform for agentic AI that delivers the services and infrastructure needed to build and deploy AI agents. Blaxel has a wide range of pre-built tool servers and supports custom tool deployment.\n\n### [Smithery](https://smithery.ai)\n\nSmithery is a platform that helps developers find and deploy AI agent-compatible services that follow the Model Context Protocols (MCP) specification. It serves as a central hub for discovering and hosting MCP servers, with the goal of making agentic services more accessible.\n\n> Want to add support for your tool hosting platform? Please reach out to us at support@onegrep.dev or [Create a Provider Support Request](https://github.com/OneGrep/typescript-sdk/issues/new?template=feature_request.yml&title=[Provider]%3A+Add+support+for+)!\n\n## 📖 Next Steps\n\nReady to explore more advanced capabilities? Check out our [API Reference](docs/apiSpec.md#api-methods) to learn about:\n\n- Advanced filtering and search options\n- Custom tool context training\n- Batch operations and error handling\n- Security policy configuration\n- And more!\n\n## 🤝 Contributing\n\nWe welcome contributions to the OneGrep TypeScript SDK! Here's how you can help:\n\n### Development Setup\n\n```bash\n# Fork the repository & clone it\ngit clone https://github.com/OneGrep/typescript-sdk.git\ncd typescript-sdk\n\n# Install dependencies & build\njust install\njust build\n```\n\n### Making Changes\n\n1. Create an issue first to discuss the change\n2. Fork the repository\n3. Create a feature branch referencing the issue (`git checkout -b issue-123/amazing-feature`)\n4. Make your changes\n5. Commit your changes (`git commit -m 'Add amazing feature'`)\n6. Push to your branch (`git push origin issue-123/amazing-feature`)\n7. Open a Pull Request with:\n   - Title: `[Issue-123] Add amazing feature`\n   - Description: Include \"Fixes #123\" or \"Resolves #123\" to link the issue\n\n### Feature Requests\n\nHave an idea for a new feature? [Create a Feature Request](https://github.com/OneGrep/typescript-sdk/issues/new?template=feature_request.yml) using one of these types:\n\n- General SDK Enhancement\n- New Runtime Support\n- New Provider Support\n\nThe template will guide you through providing:\n\n1. Feature type selection\n2. Use case description\n3. Proposed solution with example code\n4. Alternative approaches considered\n\n### Bug Reports\n\nFound a bug? [Create a Bug Report](https://github.com/OneGrep/typescript-sdk/issues/new?template=bug_report.yml) with:\n\n**Required Information:**\n\n- Bug severity (Critical/Minor)\n- Affected providers and runtimes\n- Clear description and reproduction steps\n- Code example\n- Environment details\n\nThe template will guide you through providing all necessary information to help us resolve the issue quickly.\n\n## 🔧 Troubleshooting\n\n### Common Issues\n\n#### Authentication Errors\n\n```bash\nError: Failed to authenticate with OneGrep API\n```\n\n- Ensure `ONEGREP_API_KEY` is set in your environment\n- Verify your API key is valid by running `npx @onegrep/cli account`\n- Check if your API URL is correct (`ONEGREP_API_URL`)\n\n#### Tool Not Found\n\n```typescript\nError: Web search tool not found\n```\n\n- Confirm you have access to the required provider (Blaxel/Smithery)\n- Check if the tool name matches exactly\n- Try listing available tools: `await toolbox.listTools()`\n\n#### Tool Execution Failures\n\n```typescript\nError: Tool execution failed: Invalid input\n```\n\n- Verify input matches the tool's schema\n- Check network connectivity to the tool provider\n- Ensure you have necessary permissions\n\n### Getting Help\n\n- Join our [Community Slack](https://join.slack.com/t/onegrep-community/shared_invite/placeholder)\n- Open an [Issue](https://github.com/OneGrep/typescript-sdk/issues)\n- Check our [API Reference](docs/apiSpec.md) for detailed documentation\n\n## 📝 License\n\n[MIT](LICENSE)\n","readmeFilename":"README.md"}