Trending repositories for topic retrieval-augmented-generation
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
🦛 CHONK your texts with Chonkie ✨ - The no-nonsense RAG chunking library
A list of software that allows searching the web with the assistance of AI.
🧑🚀 全世界最好的LLM资料总结 | Summary of the world's best LLM resources.
Unified framework for building enterprise RAG pipelines with small, specialized models
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. W...
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Ll...
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
The most advanced Retrieval-Augmented Generation (RAG) system, containerized and RESTful
SWIRL AI Connect: AI infrastructure software that powers your Search & Retrieval Augmented Generation (RAG) applications. Simplify and enhance your AI pipelines with seamless integration of large lang...
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, a...
The code used to train and run inference with the ColPali architecture.
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.
A list of software that allows searching the web with the assistance of AI.
🦛 CHONK your texts with Chonkie ✨ - The no-nonsense RAG chunking library
😎 Awesome list of Retrieval-Augmented Generation (RAG) applications in Generative AI.
Retrieval augmented generation for middle-school math question answering and hint generation.
🧑🚀 全世界最好的LLM资料总结 | Summary of the world's best LLM resources.
The code used to train and run inference with the ColPali architecture.
Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
The most advanced Retrieval-Augmented Generation (RAG) system, containerized and RESTful
[EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"
Open-source ecosystem for building AI-powered conversational solutions using RAG, agents, FSMs, and LLMs.
Agent S: an open agentic framework that uses computers like a human
AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.
EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.
A complete guide to start and improve your LLM skills in 2024 with little background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
A list of software that allows searching the web with the assistance of AI.
🦛 CHONK your texts with Chonkie ✨ - The no-nonsense RAG chunking library
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
A list of software that allows searching the web with the assistance of AI.
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Ll...
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. W...
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, a...
🧑🚀 全世界最好的LLM资料总结 | Summary of the world's best LLM resources.
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
Unified framework for building enterprise RAG pipelines with small, specialized models
The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together seamlessly to build and iterate on...
The most advanced Retrieval-Augmented Generation (RAG) system, containerized and RESTful
The code used to train and run inference with the ColPali architecture.
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
Agent S: an open agentic framework that uses computers like a human
A list of software that allows searching the web with the assistance of AI.
The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together seamlessly to build and iterate on...
This repo contains a list of channels and sources from where LLMs should be learned
😎 Awesome list of Retrieval-Augmented Generation (RAG) applications in Generative AI.
Minimalist web-searching platform with an AI assistant that runs directly from your browser. Uses WebLLM, Wllama and SearXNG. Demo: https://felladrin-minisearch.hf.space
Retrieval augmented generation for middle-school math question answering and hint generation.
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
Completely local RAG. Chat with your PDF documents (with open LLM) and UI to that uses LangChain, Streamlit, Ollama (Llama 3.1), Qdrant and advanced methods like reranking and semantic chunking.
The code used to train and run inference with the ColPali architecture.
[EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"
Llama-github is an open-source Python library that empowers LLM Chatbots, AI Agents, and Auto-dev Solutions to conduct Retrieval from actively selected GitHub public projects. It Augments through LLMs...
Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.
🧑🚀 全世界最好的LLM资料总结 | Summary of the world's best LLM resources.
Agent S: an open agentic framework that uses computers like a human
A simple example implementation of the VoiceRAG pattern to power interactive voice generative AI experiences using RAG with Azure AI Search and Azure OpenAI's gpt-4o-realtime-preview model.
🦛 CHONK your texts with Chonkie ✨ - The no-nonsense RAG chunking library
A list of software that allows searching the web with the assistance of AI.
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
Unified framework for building enterprise RAG pipelines with small, specialized models
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
🦛 CHONK your texts with Chonkie ✨ - The no-nonsense RAG chunking library
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. W...
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Ll...
🧑🚀 全世界最好的LLM资料总结 | Summary of the world's best LLM resources.
Agent S: an open agentic framework that uses computers like a human
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, a...
A list of software that allows searching the web with the assistance of AI.
The code used to train and run inference with the ColPali architecture.
The most advanced Retrieval-Augmented Generation (RAG) system, containerized and RESTful
SWIRL AI Connect: AI infrastructure software that powers your Search & Retrieval Augmented Generation (RAG) applications. Simplify and enhance your AI pipelines with seamless integration of large lang...
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
Minimalist web-searching platform with an AI assistant that runs directly from your browser. Uses WebLLM, Wllama and SearXNG. Demo: https://felladrin-minisearch.hf.space
Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛 2024 季军方案
A list of software that allows searching the web with the assistance of AI.
Agent S: an open agentic framework that uses computers like a human
Minimalist web-searching platform with an AI assistant that runs directly from your browser. Uses WebLLM, Wllama and SearXNG. Demo: https://felladrin-minisearch.hf.space
😎 Awesome list of Retrieval-Augmented Generation (RAG) applications in Generative AI.
The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together seamlessly to build and iterate on...
[EMNLP'24] RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales
A simple example implementation of the VoiceRAG pattern to power interactive voice generative AI experiences using RAG with Azure AI Search and Azure OpenAI's gpt-4o-realtime-preview model.
Completely local RAG. Chat with your PDF documents (with open LLM) and UI to that uses LangChain, Streamlit, Ollama (Llama 3.1), Qdrant and advanced methods like reranking and semantic chunking.
The code used to train and run inference with the ColPali architecture.
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
RAG-QA-Generator 是一个用于检索增强生成（RAG）系统的自动化知识库构建与管理工具。该工具通过读取文档数据，利用大规模语言模型生成高质量的问答对（QA对），并将这些数据插入数据库中，实现RAG系统知识库的自动化构建和管理。
Llama-github is an open-source Python library that empowers LLM Chatbots, AI Agents, and Auto-dev Solutions to conduct Retrieval from actively selected GitHub public projects. It Augments through LLMs...
[EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
The open source platform for AI-native application development.
The most advanced Retrieval-Augmented Generation (RAG) system, containerized and RESTful
🧑🚀 全世界最好的LLM资料总结 | Summary of the world's best LLM resources.
🦛 CHONK your texts with Chonkie ✨ - The no-nonsense RAG chunking library
The code used to train and run inference with the ColPali architecture.
The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
Build your own serverless AI Chat with Retrieval-Augmented-Generation using LangChain.js, TypeScript and Azure
Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & C...
Agent S: an open agentic framework that uses computers like a human
[NeurIPS 2024 Spotlight] Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.
Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.
Phi2-Chinese-0.2B 从0开始训练自己的Phi2中文小模型，支持接入langchain加载本地知识库做检索增强生成RAG。Training your own Phi2 small chat model from scratch.
AgentSearch is a framework for powering search agents and enabling customizable local search.
The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together seamlessly to build and iterate on...
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Ll...
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
Unified framework for building enterprise RAG pipelines with small, specialized models
The open source platform for AI-native application development.
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. W...
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, a...
The most advanced Retrieval-Augmented Generation (RAG) system, containerized and RESTful
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
🧑🚀 全世界最好的LLM资料总结 | Summary of the world's best LLM resources.
All-in-one infrastructure for search, recommendations, RAG, and analytics offered via API
🦛 CHONK your texts with Chonkie ✨ - The no-nonsense RAG chunking library
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
The code used to train and run inference with the ColPali architecture.
An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.
The open source platform for AI-native application development.
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
[EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation
In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.
Running local Language Language Models (LLM) to perform Retrieval-Augmented Generation (RAG)
Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models
Setup and run a local LLM and Chatbot using consumer grade hardware.
Examples of RAG using Llamaindex with local LLMs - Gemma, Mixtral 8x7B, Llama 2, Mistral 7B, Orca 2, Phi-2, Neural 7B
AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.
Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & C...
Minimalist web-searching platform with an AI assistant that runs directly from your browser. Uses WebLLM, Wllama and SearXNG. Demo: https://felladrin-minisearch.hf.space
Initiative to evaluate and rank the most popular LLMs across common task types based on their propensity to hallucinate.
Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛 2024 季军方案
Unified framework for building enterprise RAG pipelines with small, specialized models
Agent S: an open agentic framework that uses computers like a human
Create your own GPT intelligent assistants using Azure OpenAI, Ollama, and local models, build and manage local knowledge bases, and expand your horizons with AI search engines. 使用 Azure OpenAI、Ollama...
[NeurIPS 2024 Spotlight] Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
