Enables semantic search and natural language retrieval of documentation by indexing content from URLs or local files into a vector database using Model Context Protocol integration.
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Your OpenAI API key, required if using OpenAI as the embedding provider.
URL of your Qdrant instance. For local use: http://localhost:6333. For Qdrant Cloud: https://your-cluster-url.qdrant.tech
URL of your Ollama instance, defaults to http://localhost:11434.
http://localhost:11434
Your Qdrant Cloud API key, required if using Qdrant Cloud.
Optional embedding model. Defaults to 'nomic-embed-text' for Ollama and 'text-embedding-3-small' for OpenAI.
Choose between 'ollama' (default) or 'openai' for the embedding provider.
ollama
Security Notice
Your environment variables and credentials are securely stored and encrypted. LangDB never shares these configuration values with third parties.
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