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klotz: llamaindex* + llm*

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1. A Guide to Large Language Model Abstractions - Two Sigma

   The authors map the landscape of frameworks for abstracting interactions with and between large language models, and suggest two systems of organization for reasoning about the various approaches to, and philosophies of, LLM abstraction.

   2024-01-20 Tags: llm, api, layers, langchain, llamaindex, guardian by klotz
2. Deploying LLM Apps to AWS, the Open-Source Self-Service Way

   A step-by-step guide on deploying LlamaIndex RAGs to AWS ECS fargate

   2024-01-15 Tags: llm, aws fargate, terraform, llamaindex, rag by klotz
3. Democratizing LLMs: 4-bit Quantization for Optimal LLM Inference

   A deep dive into model quantization with GGUF and llama.cpp and model evaluation with LlamaIndex

   2024-01-15 Tags: llm, gguf, georgi gerganov, llama.cpp, llamaindex, huggingface, rag by klotz
4. 10+ Open-Source Tools for LLM Applications Development

   open-source LLM tools offer transparency, flexibility, cost-effectiveness, and heightened data security.

   2024-01-05 Tags: llm, framework, langchain, chainlit, gradio, helicone, llmstack, hugging face gradio, flowiseai, llamaindex, weaviate, semantic kernel, foss by klotz
5. No-code retrieval augmented generation (RAG) with LlamaIndex and ChatGPT - TechTalks

   2023-11-23 Tags: rag, llamaindex, llm, no-code by klotz
6. your own personal llama

   2023-10-10 Tags: llama, llamaindex, rag, llm by klotz

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