Claude Context

# Basic Usage Example This example demonstrates the basic usage of Claude Context. ## Prerequisites 1. **OpenAI API Key**: Set your OpenAI API key for embeddings: ```bash export OPENAI_API_KEY="your-openai-api-key" ``` 2. **Milvus Server**: Make sure Milvus server is running: - You can also use fully managed Milvus on [Zilliz Cloud](https://zilliz.com/cloud). In this case, set the `MILVUS_ADDRESS` as the Public Endpoint and `MILVUS_TOKEN` as the Token like this: ```bash export MILVUS_ADDRESS="https://your-cluster.zillizcloud.com" export MILVUS_TOKEN="your-zilliz-token" ``` - You can also set up a Milvus server on [Docker or Kubernetes](https://milvus.io/docs/install-overview.md). In this setup, please use the server address and port as your `uri`, e.g.`http://localhost:19530`. If you enable the authentication feature on Milvus, set the `token` as `"<your_username>:<your_password>"`, otherwise there is no need to set the token. ```bash export MILVUS_ADDRESS="http://localhost:19530" export MILVUS_TOKEN="<your_username>:<your_password>" ``` ## Running the Example 1. Install dependencies: ```bash pnpm install ``` 2. Set environment variables (see examples above) 3. Run the example: ```bash pnpm run start ``` ## What This Example Does 1. **Indexes Codebase**: Indexes the entire Claude Context project 2. **Performs Searches**: Executes semantic searches for different code patterns 3. **Shows Results**: Displays search results with similarity scores and file locations ## Expected Output ``` 🚀 Claude Context Real Usage Example =============================== ... 🔌 Connecting to vector database at: ... 📖 Starting to index codebase... 🗑️ Existing index found, clearing it first... 📊 Indexing stats: 45 files, 234 code chunks 🔍 Performing semantic search... 🔎 Search: "vector database operations" 1. Similarity: 89.23% File: /path/to/packages/core/src/vectordb/milvus-vectordb.ts Language: typescript Lines: 147-177 Preview: async search(collectionName: string, queryVector: number[], options?: SearchOptions)... 🎉 Example completed successfully! ```