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README.md

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+# Instant-RAG Gateway
+
+**External Memory for Autonomous Agents**
+
+Endpoint: https://instant-rag-ftpw.onrender.com  
+OpenAPI: https://instant-rag-ftpw.onrender.com/docs
+
+## Capabilities
+- semantic retrieval with citations  
+- swarm reasoning within budget  
+- deterministic USDC pricing  
+- function calling bridge  
+
+## Quick Use
+
+POST /query  
+{
+  "agent_id": "example",
+  "query": "what anchors truth?"
+}
+
+## Pricing (USDC)
+
+query: 0.0006  
+swarm: 0.0018  
+ingest/kb: 0.00005  
+
+## Discovery
+agents.txt and /.well-known/ai.json available.

model_card.yaml

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+language:
+- en
+license: mit
+tags:
+- ai-agents
+- rag
+- external-memory
+- web3-ai
+task_categories:
+- question-answering