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llama_index Avatar LlamaIndex 🦙 @llama_index on x 98.7K followers Created: 2025-07-18 18:46:33 UTC

Build advanced agentic RAG applications that go beyond simple Q&A to perform multi-step reasoning, make decisions, and dynamically interact with both internal knowledge bases and external APIs.

This comprehensive @aws guide shows you how to create a powerful research tool using LlamaIndex, Mistral Large 2, and @awscloud that can:

🔍 Integrate with external APIs like @github, @arxiv, @techcrunch, and @duckduckgo for real-time information 🧠 Access internal knowledge bases with smart document chunking and retrieval ⚡ Use reranking to improve response relevance and accuracy 🛠️ Choose between Amazon OpenSearch Serverless for maximum flexibility or @awscloud Knowledge Bases for managed simplicity

Read the full implementation guide:

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