#

rag

Here are 191 public repositories matching this topic...

run-llama / llama_index

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

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

Updated Nov 27, 2023
Python

dify

langgenius / dify

An Open-Source Assistants API and GPTs alternative. Dify.AI is an LLM application development platform. It integrates the concepts of Backend as a Service and LLMOps, covering the core tech stack required for building generative AI-native applications, including a built-in RAG engine.

python ai orchestration openai gpt backend-as-a-service rag gpt-4 llm langchain llama2

Updated Nov 27, 2023
TypeScript

danswer-ai / danswer

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 Nov 27, 2023
Python

anything-llm

Mintplex-Labs / anything-llm

Open-source ChatGPT equivalent experience for both open and close source LLMs, embedders, and vector databases. Supports unlimited documents, threads, and concurrent users and management all in a very clean UI.

openai chatbots chroma llama pinecone rag gpt3 openai-api llm langchain openai-chatgpt chatgpt-app llm-inference retrieval-augmented-generation mistral-7b

Updated Nov 25, 2023
JavaScript

run-llama / rags

Build ChatGPT over your data, all with natural language

agent chatbot openai rag streamlit gpts llm chatgpt llamaindex

Updated Nov 27, 2023
Python

SciSharp / BotSharp

The AI Agent Application Framework in .NET

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

Updated Nov 27, 2023
SCSS

promptfoo / promptfoo

Test your prompts, models, RAGs. Evaluate and compare LLM outputs, catch regressions, and improve prompt quality.

testing prompts rag llm prompt-engineering llmops prompt-testing

Updated Nov 27, 2023
TypeScript

swirlai / swirl-search

Swirl is open-source software that uses AI to simultaneously search multiple content and data sources, finds the best results using a reader LLM, then prompts Generative AI, enabling you to get answers based on your own data.

python search search-engine bigquery django gpt metasearch relevancy ai-search federated-query rag large-language-models federated-search

Updated Nov 22, 2023
Python

llm-app

pathwaycom / llm-app

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 Nov 27, 2023
Python

kernel-memory

microsoft / kernel-memory

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

memory indexing semantic-search rag llm

Updated Nov 27, 2023
C#

langroid

langroid / langroid

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 Nov 24, 2023
Python

pchunduri6 / rag-demystified

An LLM-powered advanced RAG pipeline built from scratch

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

Updated Oct 30, 2023
Python

Neurite

satellitecomponent / Neurite

Neurite: Fractal Second Brain

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

Updated Nov 11, 2023
JavaScript

NeumAI

NeumTry / NeumAI

Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.

python data database ai ops pipeline etl retrieval embeddings data-engineering vectors rag mlops vector-database llm chatgpt llmops

Updated Nov 25, 2023
Python

llmware-ai / llmware

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 Nov 26, 2023
Python

RedisVentures / ArXivChatGuru

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 Nov 10, 2023
Python

qdrant / fastembed

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

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

Updated Nov 26, 2023
Jupyter Notebook

pinecone-io / canopy

Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone

rag vector-database llm generative-ai

Updated Nov 27, 2023
Python

tigerlab-ai / tiger

Open Source LLM toolkit to build trustworthy LLM applications. TigerArmor (AI safety), TigerRAG (embedding, RAG), TigerTune (fine-tuning)

classification data-augmentation ai-safety fine-tuning aisafety rag large-language-models llm llm-training

Updated Nov 26, 2023
Jupyter Notebook

BruceMacD / chatd

Chat with your documents using local AI

electron chat desktop mistral rag llm llama2 ollama mistral-7b

Updated Nov 24, 2023
JavaScript

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