from llama_index.query_engine import RetrieverQueryEngine from llama_index.response_synthesizers import CompactAndRefine from llama_index.postprocessor import LongLLMLinguaPostprocessor from llama_index.schema import QueryBundle node_postprocessor = LongLLMLinguaPostprocessor( instruction_str="鉴于上下文,...
如果你有一个要用于RAG应用的共享数据集,这很有用。 Nile的LlamaIndex integration documentation将引导你完成一个小的快速入门示例。或者,如果你愿意,可以进一步学习LlamaIndex的iPython/Jupyter Notebook。或者你可以直接阅读全栈应用,查看TaskGenius example学习使用LlamaIndex和Nile以及本地LLama模型构建多租户RAG的完整应用...
In this post, we explored various advanced RAG patterns with LlamaIndex and Amazon Bedrock. To delve deeper into the capabilities of LlamaIndex and its integration with Amazon Bedrock, check out the following resources: LlamaIndex documentation ...
Learn how to implement recursive retrieval in RAG systems using LlamaIndex to improve the accuracy and relevance of retrieved information, especially for large document collections.
LlamaIndex RAG chat app with Azure OpenAI and Azure AI Search (JavaScript) This solution creates a ChatGPT-like, Retrieval Augmented Generation (RAG) agentic application, over your own documents, powered by Llamaindex (TypeScript). It uses Azure OpenAI Service to access...
dataframeworkdeep-learningdocumentation-toolagentsfinetuningragknowlege-graphai-agentllmllmslangchainllamaindexlazyllm UpdatedFeb 28, 2025 Python 🚀 Introducing 🐪 CAMEL: a game-changing role-playing approach for LLMs and auto-agents like BabyAGI & AutoGPT! Watch two agents 🤝 collaborate and sol...
Documentation Link https://github.com/run-llama/llama_index/blob/main/docs/docs/examples/prompts/prompts_rag.ipynb fdejax90addeddocsImprovements or additions to the docs foldertriageIssue needs to be triaged/prioritizedlabelsMay 9, 2024 dosubotbotcommentedMay 9, 2024 ...
In this tutorial, you learned how to automatically build and test a LlamaIndex question-answering RAG application using CircleCI. LlamaIndex is a simple, flexible data framework for connecting custom data sources to large language models. The pipeline can be used to execute unit tests for the QA...
LlamaIndex LlamaIndex is a popular LLM orchestration framework with a clean architecture and a focus on data structures and models. It integrates many LLMs as well as vector stores and other indexes and contains tooling for document loading (loader hub) and advanced RAG patterns....
llama-index-networks Resolve dependabot issues (#14246) 8个月前 llama-index-packs Adds a LlamaPack that implements LongRAG (#14916) 7个月前 llama-index-utils add baidu-qianfan llm (#14414) 8个月前 .gitignore feat: Add Managed Index for LlamaIndex on Vertex AI for RAG (#13626) ...