rag

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Here are 109 public repositories matching this topic...

run-llama / llama_index

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LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

application data framework agents fine-tuning rag vector-database llm llamaindex

Updated Oct 30, 2023
Python

danswer-ai / danswer

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Ask Questions in natural language and get Answers backed by private sources. Connects to tools like Slack, GitHub, Confluence, etc.

natural-language-processing information-retrieval enterprise-search rag enterprise-tools generative-ai retrieval-augmented-generation

Updated Oct 30, 2023
Python

SciSharp / BotSharp

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The LLM Application Framework in .NET

nlp semantic chatbot nlu artificial-intelligence chatbot-framework rag llm chatgpt

Updated Oct 29, 2023
C#

pathwaycom / llm-app

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

machine-learning real-time chatbot pathway open-ai rag vector-database hugging-face llm llmops vector-index llm-prompting llm-security llm-local retrieval-augmented-generation

Updated Oct 27, 2023
Python

microsoft / kernel-memory

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Index and query any data using LLM and natural language, tracking sources and showing citations.

memory indexing semantic-search rag llm

Updated Oct 30, 2023
C#

satellitecomponent / Neurite

Sponsor

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Neurite: Fractal Second Brain

ai fractals mindmap rag second-brain retrieval-augmented-generation auto-ai

Updated Oct 30, 2023
JavaScript

RedisVentures / ArXivChatGuru

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Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.

python redis machine-learning ai retrieval openai question-answering arxiv rag vector-search streamlit vector-database langchain retrieval-augmented-generation

Updated Oct 12, 2023
Python

pchunduri6 / rag-demystified

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An LLM-powered advanced RAG pipeline built from scratch

ai question-answering gpt rag vector-database llm chatgpt retrieval-augmented-generation

Updated Oct 28, 2023
Python

qdrant / fastembed

Sponsor

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Fast, Accurate, Lightweight Python library to make State of the Art Embedding

retrieval embeddings openai rag vector-search retrieval-augmented-generation

Updated Oct 28, 2023
Python

llmware-ai / llmware

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Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

python nlp machine-learning information-retrieval ai parsing transformers pytorch embeddings question-answering semantic-search bert faiss rag embedding-vectors milvus large-language-models generative-ai retrieval-augmented-generation

Updated Oct 27, 2023
Python

langroid / langroid

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Harness LLMs with Multi-Agent Programming

information-retrieval ai question-answering llama gpt language-model agents multi-agent-systems rag openai-api gpt-4 gpt4 llm chatgpt llm-agent local-llm retrieval-augmented-generation function-calling llm-framework

Updated Oct 30, 2023
Python

blob42 / Instrukt

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Integrated AI environment in the terminal. Build, test and instruct agents.

terminal ai containers tui developer-tools gpt agents rag llm langchain agent-executor

Updated Sep 2, 2023
Python

arguflow / arguflow

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Build semantic search and retrieval-augmented generation (RAG) fast

search rust search-engine ai postgresql artificial-intelligence diesel hacktoberfest embedding solidjs actix tailwindcss actix-web rag vector-search qdrant llm qdrant-vector-database retrieval-augmented-generation

Updated Oct 30, 2023
JavaScript

k8ssandra / k8ssandra-operator

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The Kubernetes operator for K8ssandra

kubernetes cassandra k8s rag vector-database

Updated Oct 30, 2023
Go

RedisVentures / LLM-Document-Chat

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

redis rag vector-database llm vectorstore retrieval-augmented-generation

Updated Oct 23, 2023
Jupyter Notebook

Lin-jun-xiang / docGPT-langchain

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🔐Free GPT-3.5 chat with your docs (PDF, WORD, CSV, TXT)

python pdf csv word openai docx gpt txt rag streamlit gpt-3 gpt3 gpt4 llm chatgpt langchain chatpdf gpt4free

Updated Oct 24, 2023
Python

Wang-Shuo / A-Guide-to-Retrieval-Augmented-LLM

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an intro to retrieval augmented large language model

rag large-language-models llm retrieval-augmented retrieval-augmented-generation

Updated Sep 9, 2023

aws-samples / llm-apps-workshop

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Use LLMs for building real-world apps

aws-lambda aws-apigateway opensearch rag sagemaker-endpoint llm langchain qa-bot

Updated Oct 25, 2023
HTML

TonicAI / tvalmetrics

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

evaluation-metrics evaluation-framework rag large-language-models llm llms llmops retrieval-augmented-generation

Updated Oct 27, 2023
Python

aws-samples / rag-using-langchain-amazon-bedrock-and-opensearch

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RAG with langchain using Amazon Bedrock and Amazon OpenSearch

aws vector bedrock opensearch rag embedding-vectors generative-ai genai retrieval-augmented-generation

Updated Oct 12, 2023
Python

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