OpenAPI Context
bydjankies
0Empower LLMs to efficiently retrieve context from OpenAPI specifications without polluting their internal context.
About
The OpenAPI Context server enables large language models (LLMs) to intelligently understand and interact with APIs defined by OpenAPI specifications. It acts as an efficient bridge, loading and preprocessing OpenAPI specs into memory to provide LLMs with precise, context-aware tools. This approach ensures LLMs can extract necessary API information, work with complex APIs effectively, and query specific details like operation summaries, schemas, or authentication requirements, all while minimizing unnecessary data in their operational context.
Key Features
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- Progressive API Discovery for efficient high-level and detailed exploration.
- Customizable detail levels (minimal, standard, full) and selective field retrieval for responses.
- Intelligent schema pagination and simplification for handling large OpenAPI schemas.
- Preprocesses and indexes OpenAPI specifications into memory for ultra-fast access.
- Provides intelligently generated tool descriptions that include context about the loaded API specification.
Use Cases
- Providing LLMs with efficient and controlled access to comprehensive API documentation.
- Enabling LLM-powered agents to dynamically discover and interact with various APIs.
- Developing AI applications that require deep, context-aware understanding of API structures.
Sponsored