Topic: retrieval-augmented-generation Goto Github

👇 Here are 152 public repositories matching this topic...

anakin87 / mistral-haystack
retrieval-augmented-generation, Mistral + Haystack: build RAG pipelines that rock 🤘
User: anakin87
haystack large-language-models llm rag retrieval-augmented-generation

anush008 / fastembed-js
retrieval-augmented-generation,Library to generate vector embeddings in NodeJS
User: anush008
Home Page: https://www.npmjs.com/package/fastembed/
embeddings rag retrieval retrieval-augmented-generation vector-search

anush008 / fastembed-rs
retrieval-augmented-generation,Library to generate vector embeddings in Rust
User: anush008
Home Page: https://docs.rs/fastembed
embeddings rag retrieval retrieval-augmented-generation vector-search

arcee-ai / dalm
retrieval-augmented-generation,Domain Adapted Language Modeling Toolkit - E2E RAG
Organization: arcee-ai
Home Page: https://www.arcee.ai
language-model llm retrieval retrieval-augmented-generation

arguflow / arguflow
retrieval-augmented-generation,All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.
Organization: arguflow
Home Page: https://dashboard.trieve.ai
actix-web diesel postgresql qdrant qdrant-vector-database rust search search-engine embedding llm rag retrieval-augmented-generation solidjs tailwindcss actix ai artificial-intelligence vector-search

aws-samples / rag-using-langchain-amazon-bedrock-and-opensearch
retrieval-augmented-generation,RAG with langchain using Amazon Bedrock and Amazon OpenSearch
Organization: aws-samples
aws bedrock embedding-vectors genai generative-ai opensearch vector rag retrieval-augmented-generation

aws-solutions / generative-ai-application-builder-on-aws
retrieval-augmented-generation,Generative AI Application Builder on AWS facilitates the development, rapid experimentation, and deployment of generative artificial intelligence (AI) applications without requiring deep experience in AI. The solution includes integrations with Amazon Bedrock and its included LLMs, such as Amazon Titan, and pre-built connectors for 3rd-party LLMs.
Organization: aws-solutions
Home Page: https://aws.amazon.com/solutions/implementations/generative-ai-application-builder-on-aws
bedrock chatbot generative-ai llms retrieval-augmented-generation

awslabs / generative-ai-cdk-constructs
retrieval-augmented-generation,AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.
Organization: awslabs
Home Page: https://awslabs.github.io/generative-ai-cdk-constructs/
aws-cdk generative-ai aws langchain retrieval-augmented-generation llm question-answering-system sagemaker summarization amazon-bedrock

baranzinilab / kg_rag
retrieval-augmented-generation,Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
Organization: baranzinilab
gpt knowledge-graph large-language-models llama2 llm rag retrieval-augmented-generation biomedical-applications biomedical-informatics bioinformatics

bbc-esq / chromadb-plugin-for-lm-studio
retrieval-augmented-generation,Plugin that creates a ChromaDB vector database to work with LM Studio running in server mode!
User: bbc-esq
retrieval-augmented-generation retrieval-chatbot vectordatabase lm-studio database embedding-vectors embeddings embedding-models chroma database-management python vector-data-management vector-database-embedding vector-database-search vector-databases tiledb chromadb

biocypher / biocypher
retrieval-augmented-generation,A unifying framework for biomedical research knowledge graphs
Organization: biocypher
Home Page: https://biocypher.org
bioinformatics biomedical knowledge-graph neo4j framework ontology postgresql rdf rdfs sql

danielskry / retrievegpt
retrieval-augmented-generation,A simple local large language model (LLM) app used to retrieve internal documents based on questions.
User: danielskry
large-language-models machine-learning natural-language-processing retrieval-augmented-generation

danswer-ai / danswer
retrieval-augmented-generation,Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.
Organization: danswer-ai
Home Page: https://docs.danswer.dev/
enterprise-search rag ai-chat chatgpt gen-ai nextjs python information-retrieval

eugeneyan / obsidian-copilot
retrieval-augmented-generation,🤖 A prototype assistant for writing and thinking
User: eugeneyan
Home Page: https://eugeneyan.com/writing/obsidian-copilot/
assistant generative-ai llm obsidian-plugin retrieval-augmented-generation large-language-models

flagopen / flagembedding
retrieval-augmented-generation,Retrieval and Retrieval-augmented LLMs
Organization: flagopen
embeddings information-retrieval llm sentence-embeddings text-semantic-similarity retrieval-augmented-generation

hyintell / awesome-refreshing-llms
retrieval-augmented-generation,EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.
Organization: hyintell
awesome-list continual-learning knowledge-editing large-language-models llm llms natural-language-processing nlp paper pretrained-language-model

josefalbers / roy
retrieval-augmented-generation,Roy: A lightweight, model-agnostic framework for crafting advanced multi-agent systems using large language models.
User: josefalbers
agent agentgpt autogpt baby-agi chat chatbot code-generation code-generator gpt langchain

jxzhangjhu / awesome-llm-rag
retrieval-augmented-generation,Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models
User: jxzhangjhu
embeddings large-language-models llm rag retrieval-augmented-generation retrieval-information rag-embeddings

langroid / langroid
retrieval-augmented-generation,Harness LLMs with Multi-Agent Programming
Organization: langroid
Home Page: https://langroid.github.io/langroid/
agents chatgpt gpt gpt-4 gpt4 language-model llm llm-agent multi-agent-systems openai-api

llmware-ai / llmware
retrieval-augmented-generation,Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
Organization: llmware-ai
Home Page: https://llmware-ai.github.io/llmware/
ai bert embedding-vectors embeddings faiss generative-ai information-retrieval large-language-models machine-learning milvus

louisfb01 / start-llms
retrieval-augmented-generation,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!
User: louisfb01
Home Page: https://www.louisbouchard.ai/from-zero-to-hero-with-llms/
ai fine-tuning gpt gpt-4 language-model large-language-models llama llm llms rag

mallahyari / ai-starter-kit
retrieval-augmented-generation,A Web app stack written in FastAPI, Qdrant, and React for creating AI projects
User: mallahyari
fastapi langchain langchain-python llms qdrant qdrant-vector-database question-answering rag reactjs retrieval-augmented-generation vector-database

mintplex-labs / anything-llm
retrieval-augmented-generation,The all-in-one Desktop & Docker AI application with full RAG and AI Agent capabilities.
Organization: mintplex-labs
Home Page: https://useanything.com
rag lmstudio localai vector-database ollama local-llm chromadb desktop-app llama3 llamacpp

mirabdullahyaser / retrieval-augmented-generation-engine-with-langchain-and-streamlit
retrieval-augmented-generation,Powerful web application that combines Streamlit, LangChain, and Pinecone to simplify document analysis. Powered by OpenAI's GPT-3, RAG enables dynamic, interactive document conversations, making it ideal for efficient document retrieval and summarization.
User: mirabdullahyaser
Home Page: https://retrieval-augmented-generation.streamlit.app/
artificial-intelligence chat-application document-analysis generative-ai langchain large-language-models natural-language-processing openai-chatgpt question-answering retrieval-augmented-generation

mongodb / chatbot
retrieval-augmented-generation,MongoDB Chatbot Framework. Powered by MongoDB and Atlas Vector Search.
Organization: mongodb
Home Page: https://mongodb.github.io/chatbot/
azure-openai chatbot chatgpt mongodb mongodb-atlas openai rag retrieval-augmented-generation retrieval-augmented-qa vector-search

neuml / txtai
retrieval-augmented-generation,💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Organization: neuml
Home Page: https://neuml.github.io/txtai
python search machine-learning nlp semantic-search neural-search vector-search txtai llm vector-database

nvidia / generativeaiexamples
retrieval-augmented-generation,Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
Organization: nvidia
Home Page: https://nvidia.github.io/GenerativeAIExamples/latest/index.html
gpu-acceleration large-language-models llm llm-inference microservice nemo rag retrieval-augmented-generation tensorrt triton-inference-server

paradedb / paradedb
retrieval-augmented-generation,Postgres for Search and Analytics
Organization: paradedb
Home Page: https://paradedb.com
postgres elasticsearch sparse-vector hybrid-search faceting splade database bm25 full-text-search analytics

pathwaycom / llm-app
retrieval-augmented-generation,LLM App templates for RAG, knowledge mining, and stream analytics. Ready to run with Docker,⚡in sync with your data sources.
Organization: pathwaycom
Home Page: https://pathway.com/developers/showcases/llm-app-pathway/
chatbot hugging-face llm llm-local llm-prompting llm-security llmops pathway real-time vector-index

pchunduri6 / rag-demystified
retrieval-augmented-generation,An LLM-powered advanced RAG pipeline built from scratch
User: pchunduri6
ai gpt llm question-answering chatgpt retrieval-augmented-generation vector-database rag

pnkvalavala / repochat
retrieval-augmented-generation,Chatbot assistant enabling GitHub repository interaction using LLMs with Retrieval Augmented Generation
User: pnkvalavala
Home Page: https://repochat.streamlit.app
chat-application deeplake github langchain openai streamlit code-llama huggingface retrieval-augmented-generation

prithivirajdamodaran / flashrank
retrieval-augmented-generation,Ultra-lite & Super-fast re-ranking for your search & retrieval pipelines. Based on SoTA models like cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.
User: prithivirajdamodaran
cross-encoder full-text-search hybrid-search lexical-search rag ranking reranking retrieval-augmented-generation semantic-search vector-database

qdrant / fastembed
retrieval-augmented-generation,Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Organization: qdrant
Home Page: https://qdrant.github.io/fastembed/
embeddings openai rag retrieval retrieval-augmented-generation vector-search

rcgai / simplyretrieve
retrieval-augmented-generation,Lightweight chat AI platform featuring custom knowledge, open-source LLMs, prompt-engineering, retrieval analysis. Highly customizable. For Retrieval-Centric & Retrieval-Augmented Generation.
User: rcgai
generative-ai large-language-models retrieval-centric-generation artificial-intelligence machine-learning natural-language-processing nlp retrieval-augmented-generation chat-ai huggingface

redisventures / arxivchatguru
retrieval-augmented-generation,Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.
Organization: redisventures
ai machine-learning openai python question-answering redis vector-search langchain arxiv rag retrieval retrieval-augmented-generation streamlit vector-database

redisventures / llm-document-chat
retrieval-augmented-generation,Using LlamaIndex, Redis, and OpenAI to chat with PDF documents. Supplementary material for blog post on Microsoft Developer Blog
Organization: redisventures
llm rag redis retrieval-augmented-generation vector-database vectorstore

redisventures / redisvl
retrieval-augmented-generation,Redis Vector Library (RedisVL) enables Redis as a realtime vector database for LLM Applications.
Organization: redisventures
Home Page: https://www.redisvl.com/
python redis vector-database embedding large-language-models llm llmcache openai retrieval-augmented-generation semantic-cache

safevideo / autollm
retrieval-augmented-generation,Ship RAG based LLM web apps in seconds.
Organization: safevideo
anthropic bedrock cohere fastapi langchain large-language-models llama-index llama2 llm openai

satellitecomponent / neurite
retrieval-augmented-generation,Fractal Graph Desktop for Ai-Agents, Web-Browsing, Note-Taking, and Code.
User: satellitecomponent
Home Page: https://neurite.network/
ai mindmap fractals second-brain rag retrieval-augmented-generation auto-ai ai-agents ai-agents-framework ai-graphs

sauravjoshi23 / towards-agi
retrieval-augmented-generation,A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)
User: sauravjoshi23
knowledge-graph llamaindex pinecone recommendation-system retrieval-augmented-generation blog langchain llama llm nebula-graph

seanlee97 / angle
retrieval-augmented-generation,Angle-optimized Text Embeddings | 🔥 SOTA on STS and MTEB Leaderboard
User: seanlee97
Home Page: https://arxiv.org/abs/2309.12871
llama llama2 semantic-similarity semantic-textual-similarity sentence-embedding stsbenchmark text-embedding sentence-embeddings document-retrieval text-similarity

shreyaskarnik / distillama
retrieval-augmented-generation,Chrome Extension to Summarize or Chat with Web Pages/Local Documents Using locally running LLMs. Keep all of your data and conversations private. 🔐
User: shreyaskarnik
chrome-extension llama2 llms local-llm ollama summarization retrieval-augmented-generation langchain mistral-7b readability

snexus / llm-search
retrieval-augmented-generation,Querying local documents, powered by LLM
User: snexus
chatbot chroma hyde langchain-python large-language-models llm openai-chatgpt rag reranking retrieval-augmented-generation splade streamlit

stangirard / quivr
retrieval-augmented-generation,Your GenAI Second Brain 🧠 A personal productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, Groq that you can share with users ! Local & Private alternative to OpenAI GPTs & ChatGPT powered by retrieval-augmented generation.
Organization: stangirard
Home Page: https://quivr.app
ai llm api chatbot chatgpt database docker frontend openai postgresql privacy rest-api security typescript html javascript react rag vector groq

tonicai / tvalmetrics
retrieval-augmented-generation,Metrics to evaluate the quality of responses of your Retrieval Augmented Generation (RAG) applications.
Organization: tonicai
Home Page: https://docs.tonic.ai/validate/
evaluation-metrics large-language-models llm llmops llms rag retrieval-augmented-generation evaluation-framework

vectifyai / largedocumentsummarization
retrieval-augmented-generation,Optimal Chunk Size for Large Document Summarization
Organization: vectifyai
Home Page: https://vectify.ai/blog/LargeDocumentSummarization
embeddings llm llmops retrieval retrieval-augmented-generation vector-database

wang-shuo / a-guide-to-retrieval-augmented-llm
retrieval-augmented-generation,an intro to retrieval augmented large language model
User: wang-shuo
large-language-models llm rag retrieval-augmented retrieval-augmented-generation

yhoshi3 / ralle
retrieval-augmented-generation,RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language Models
User: yhoshi3
large-language-models prompt-engineering retrieval-augmented-generation retrieval-augmented-qa retrieval-based-chatbots

yukaii / coscup-session-openai
retrieval-augmented-generation,COSCUP 2023 的議程搜尋系統
User: yukaii
Home Page: https://coscup-search.yukai.dev
coscup nextjs openai openai-api retrieval-augmented-generation supabase coscup2023

zilliztech / akcio
retrieval-augmented-generation,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.
Organization: zilliztech
Home Page: https://github.com/zilliztech/akcio/wiki
chatbot chatgpt dolly ernie-bot langchain llm milvus minimax openai retrieval-augmented-generation