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31 search results found

Txtai ⭐ 6,143

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

Your AI second brain. A copilot to search and chat (using RAG) with your knowledge base (pdf, markdown, org). Use powerful, online (e.g gpt4) or private, offline (e.g mistral) LLMs. Self-host locally or have it always accessible on the cloud. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp

Flagembedding ⭐ 2,797

Dense Retrieval and Retrieval-augmented LLMs

Llm App ⭐ 1,573

LLM App is a production framework for building and serving AI applications and LLM-enabled real-time data pipelines.

Langroid ⭐ 988

Harness LLMs with Multi-Agent Programming

All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.

Autollm ⭐ 769

Ship RAG based LLM web apps in seconds.

Rag Demystified ⭐ 610

An LLM-powered advanced RAG pipeline built from scratch

Generativeaiexamples ⭐ 458

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

Obsidian Copilot ⭐ 341

🤖 A prototype assistant for writing and thinking

Llm Search ⭐ 271

Querying local documents, powered by LLM

Start Llms ⭐ 271

A complete guide to start and improve your LLM skills in 2023 with little background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

Domain Adapted Language Modeling Toolkit - E2E RAG

Txtchat ⭐ 183

💭 Retrieval augmented generation (RAG) and language model powered search applications

Generative Ai Cdk Constructs ⭐ 175

AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.

Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the quality and relevance of the output.

Awesome Llm Rag ⭐ 147

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

Tonic_validate ⭐ 128

Metrics to evaluate the quality of responses of your Retrieval Augmented Generation (RAG) applications.

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

Redisvl ⭐ 105

Redis Vector Library (RedisVL) enables Redis as a realtime vector database for LLM Applications.

Taskingai ⭐ 97

The open source platform for AI-native application development.

Llm Document Chat ⭐ 87

Using LlamaIndex, Redis, and OpenAI to chat with PDF documents. Supplementary material for blog post on Microsoft Developer Blog

Awesome Refreshing Llms ⭐ 85

EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.

Mistral Haystack ⭐ 79

Mistral + Haystack: build RAG pipelines that rock 🤘

Towards Agi ⭐ 55

A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)

Roy: A lightweight, model-agnostic framework for crafting advanced multi-agent systems using large language models.

Biochatter ⭐ 25

Backend library for conversational AI in biomedicine

A diverse, simple, and secure one-stop LLMOps platform

Gpt All Local ⭐ 15

A "chat with your data" example: using a large language models (LLM) to interact with our own (local) data. Everything is local: the embedding model, the LLM, the vector database. This is an example of retrieval-augmented generation (RAG): we find relevant sections from our documents and pass it to the LLM as part of the prompt (see pics).

Semantic Ai ⭐ 11

An open source framework for Retrieval-Augmented System (RAG) uses semantic search helps to retrieve the expected results and generate human readable conversational response with the help of LLM (Large Language Model).

Aws Llm Sagemaker ⭐ 11

SageMaker Ployglot based RAG opensearch

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