Tag: LLamaIndex
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MetaGPT
MetaGPT (Hong et al.) is an awesome multi-agent framework (ICLR 2024) that models agents as a software company following a structured SOP – PMs, architects, engineers, and more communicate with each other to solve the task at hand. LLamaIndex team excited to feature RAG-enhanced MetaGPT, powered by @llama_index modules – this allows agents to tap…
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Creating Knowledge Graphs from Documents Using LlamaParse
Instead of doing naive text splitting, extract a document knowledge graph to power your advanced RAG pipeline. This tutorial by Fanghua Yu shows you a novel use case of LlamaParse – extract it into structured markdown that you can then convert into a document graph that you can store in a graph db “neo4j”. Once…
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LlamaIndex + MistralAI Cookbooks
LlamaIndex is a data framework for LLM-based applications which benefit from context augmentation. LlamaIndex provides the essential abstractions to more easily ingest, structure, and access private or domain-specific data in order to inject these safely and reliably into LLMs for more accurate text generation. Here developers offer some cookbooks for utilizing LlamaIndex with MistralAI’s LLM’s and…