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retrieval-augmented-generation

Here are 548 public repositories matching this topic...

JetXu-LLM / llama-github

Llama-github is an open-source Python library that empowers LLM Chatbots, AI Agents, and Auto-dev Agents to conduct Retrieval from actively selected GitHub public projects. It Augments through LLMs and Generates context for any coding question, in order to streamline the development of sophisticated AI-driven applications.

github github-api python-library chatbot code-generation github-search ai-code-generator ai-agent llm jinaai langchain retrieval-augmented-generation

Updated Jun 3, 2024
Python

WangRongsheng / awesome-LLM-resourses

🧑‍🚀 全世界最好的中文LLM资料总结

course book awesome-list webui llama rag large-language-models llm retrieval-augmented-generation

Updated Jun 3, 2024

infiniflow / infinity

The AI-native database built for LLM applications, providing incredibly fast full-text and vector search

Updated Jun 3, 2024
C++

infiniflow / ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

nlp machine-learning information-retrieval ocr deep-learning chatbot orchestration preprocessing pdf-to-text data-pipelines document-parser rag document-understanding table-structure-recognition llm llmops retrieval-augmented-generation

Updated Jun 3, 2024
Python

SciPhi-AI / R2R

The framework for fast development and deployment of RAG systems.

search pdf machine-learning ocr deep-learning retrieval chatbot artificial-intelligence question-answering data-pipelines retrieval-systems large-language-models llm langchain llama-index retrieval-augmented-generation

Updated Jun 3, 2024
HTML

EmbeddedLLM / JamAIBase

JamAI Base: Let Your Database Orchestrate LLMs and RAG

python workflow ai serverless reactjs nextjs chatbot svelte orchestration baas agents backend-as-a-service rag llm chatgpt retrieval-augmented-generation lancedb ai-agents-framework llm-ops

Updated Jun 3, 2024
Python

felladrin / MiniSearch

Minimalist web-searching app with an AI assistant that runs directly from your browser. Uses Web-LLM, Ratchet-ML, Wllama and SearXNG. Demo: https://felladrin-minisearch.hf.space

search nlp search-engine machine-learning information-retrieval typescript ai artificial-intelligence webapp question-answering searxng llm gpu-accelerated generative-ai llm-inference retrieval-augmented-generation web-llm ratchet-ml wllama

Updated Jun 3, 2024
TypeScript

a-tabaza / genai_interview_questions

Possibly futile attempt at grounding hype with theory and fundamentals

interview-questions interview-preparation rag large-language-models llms generative-ai gen-ai genai retrieval-augmented-generation

Updated Jun 2, 2024

jonfairbanks / local-rag

Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.

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

Updated Jun 2, 2024
Python

aws-samples / multimodal-rag-on-slide-decks

'Talk to your slide deck' (Multimodal RAG) using foundation models (FMs) hosted on Amazon Bedrock and Amazon SageMaker

amazon-web-services multimodal amazon-sagemaker rag amazon-sagemaker-notebook generative-ai retrieval-augmented-generation amazon-bedrock amazon-opensearch-serverless amazon-titan opensearch-ingestion

Updated Jun 2, 2024
HTML

rasyosef / prod-rag-with-gemini-pro-and-pinecone

Gemini Pro LLM and Pinecone Vector Database for fast and performant Retrieval Augmented Generation (RAG) with LlamaIndex

pinecone rag llama-index retrieval-augmented-generation gemini-pro gemini-embeddings

Updated Jun 2, 2024
Jupyter Notebook

kingjulio8238 / memary

Longterm Memory for Autonomous Agents.

memory knowledge-graph agents agent-oriented-programming retrieval-augmented-generation

Updated Jun 2, 2024
Jupyter Notebook

ezvezdov / bachelor_thesis

My Bachelor's Thesis

nlp transformer bachelor-thesis fasttext semantic-textual-similarity word-embedding retrieval-augmented-generation

Updated Jun 2, 2024
TeX

ChatFAQ / ChatFAQ

Elevate user interactions with ChatFAQ: your open-source chatbot solution, offering the full spectrum of ChatGPT capabilities. AI + LLM + CMS

open-source information-retrieval ai parsing chatbots nlg semantic-search claude intent-detection rag answer-generation gpt4 large-language-models llm generative-ai chatgpt retrieval-augmented-generation

Updated Jun 2, 2024
Python

VladYashin / RAG

A public repository for all things RAG (Retrieval Augmented Generation)

open-source data-processing rag retrieval-augmented-generation rag-implementation rag-agents

Updated Jun 2, 2024
Jupyter Notebook

samitugal / NL2SQL-Converter

NL2SQL-Converter transforms natural language sentences from any language into SQL queries, simplifying database interactions. It offers seamless and intuitive query generation for users of all SQL proficiency levels.

query database llm generative-ai retrieval-augmented-generation

Updated Jun 2, 2024
Python

philippgille / chromem-go

Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.

go golang embedded embeddings in-memory nearest-neighbor chroma cosine-similarity rag vector-search vector-database llm llms chromadb retrieval-augmented-generation

Updated Jun 2, 2024
Go

kaustav202 / search-genie

A generative AI based smart information retrieval system featuring Hybrid Contextual Search,

search-engine information-retrieval hybrid semantic-analysis crossencoder llm vectorsearch generative-ai retrieval-augmented-generation

Updated Jun 2, 2024
JavaScript

cognita

truefoundry / cognita

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

python agent application data machine-learning framework typescript ai deep-learning model-deployment fine-tuning rag mlops llm generative-ai llmops retrieval-augmented-generation llm-ops

Updated Jun 2, 2024
Python

SalvatoreRa / ML-news-of-the-week

A collection of the the best ML and AI news every week (research, news, resources)

python nlp machine-learning ai computer-vision artificial-intelligence transformer agents rag llms retrieval-augmented-generation

Updated Jun 2, 2024

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