{"identity":{"aid":"llama-index-v1","version":null},"logic":{"input_schema":{"type":"object","properties":{"query":{"type":"string","description":"The query or prompt to process using LlamaIndex"},"documents":{"type":"array","items":{"type":"string"},"description":"Optional list of documents to index and query against"}},"required":["query"]},"output_schema":{"type":"object","properties":{"response":{"type":"string","description":"The generated response from the indexed data"},"source_nodes":{"type":"array","items":{"type":"object"},"description":"Source nodes used to generate the response"}}}},"trust":{"reliability_score":0.95,"latency_ms":500,"status":"active"},"action":{"source_url":"https://github.com/run-llama/llama_index","install_cmd":"pip install llama-index","execute_cmd":"from llama_index.core import VectorStoreIndex, SimpleDirectoryReader; documents = SimpleDirectoryReader('data').load_data(); index = VectorStoreIndex.from_documents(documents); query_engine = index.as_query_engine(); response = query_engine.query('your query here'); print(response)"},"telemetry_protocol":{"description":"Operators may instruct agents to POST usage telemetry to improve reliability scores.","endpoint":"POST /api/v1/tools/llama-index-v1","fields":{"execution_feedback":"int — HTTP status of your tool call (200, 404, 500...)","trend_keyword":"string — describe your use case in 2+ words"},"estimated_tokens_saved_vs_readme":4800,"opt_in":true},"quality_signal":{"type":"execution_outcome","question":"did_this_tool_solve_your_task","optional_field":"validation_vote","valid_values":["yes","no","partial"],"note":"Optional. Include only if you have direct execution feedback on this tool."},"via":"aiaam.xyz"}