Test your prompts, models, and RAGs. Catch regressions and improve prompt quality. LLM evals for OpenAI, Azure, Anthropic, Gemini, Mistral, Llama, Bedrock, Ollama, and other local & private models with CI/CD integration.
llmragllmopsprompt-engineeringtestingpromptsevaluation-frameworkevaluationllm-evalcicdci-cdcillm-evaluationllm-evaluation-frameworkprompt-testing- TypeScript
01Обновлено 6 месяцев назад
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
- Jupyter Notebook
01Обновлено 6 месяцев назад
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
llmlarge-language-modelsragretrieval-augmented-generationllm-inferencemicroservicegpu-accelerationnemotensorrttriton-inference-server- Python
01Обновлено 5 месяцев назад
RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.
- Python
01Обновлено 7 месяцев назад
The Open Source RAG framework
- Python
01Обновлено 8 месяцев назад
LlamaIndex is a data framework for your LLM applications
- Python
01Обновлено 8 месяцев назад
RAG enabled Chatbots using LangChain and Databutton
- Python
00Обновлено 7 месяцев назад
This repository provides a comprehensive guide and implementation of RAG (Retrieval-Augmented Generation) for building state-of-the-art conversational AI chatbots.
llmlarge-language-modelsnatural-language-processingragchatbotvector-databasegenerative-airetrieval-augmented-generationpython3streamlitartificial-intelligencefaiss- Python
00Обновлено 7 месяцев назад
RAG Chatbot with Confluence
- Jupyter Notebook
00Обновлено 7 месяцев назад
This open-source repository offers reference code for integrating workplace datastores with Cohere's LLMs, enabling developers and businesses to perform seamless retrieval-augmented generation (RAG) on their own data.
- Python
00Обновлено 7 месяцев назад
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
pythonllmmachine-learningnlplarge-language-modelstransformerslanguage-modelragembeddingsvector-databasesemantic-searchretrieval-augmented-generationinformation-retrievalvector-searchneural-searchsearch-enginesearchvector-search-enginesentence-embeddingstxtai- Python
00Обновлено 5 месяцев назад
The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
llmmachine-learningraglanguage-modelvector-databaseframeworkretrieval-augmented-generationagentsclusteringretrieval- Python
00Обновлено 5 месяцев назад
🤯 Lobe Chat - an open-source, modern-design AI chat framework. Supports Multi AI Providers( OpenAI / Claude 3 / Gemini / Ollama / Azure / DeepSeek), Knowledge Base (file upload / knowledge management / RAG ), Multi-Modals (Vision/TTS) and plugin system. One-click FREE deployment of your private ChatGPT/ Claude application.
aiopenaichatgptgptragnextjsgpt-4ttsollamachatclaudeknowledge-basegeminichatglmgpt-4-visionqwen2azure-openai-apidalle-3function-calling- TypeScript
00Обновлено 5 дней назад
LLM App templates for RAG, knowledge mining, and stream analytics. Ready to run with Docker,⚡in sync with your data sources.
llmmachine-learningllmopschatbotvector-databaseragpathwayreal-timeretrieval-augmented-generationvector-indexhugging-facellm-localllm-promptingllm-securityopen-ai- Python
00Обновлено 7 месяцев назад
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
pythonmachine-learningaitransformerspytorchnlplarge-language-modelsbertquestion-answeringgenerative-airagembeddingsinformation-retrievalsemantic-searchretrieval-augmented-generationembedding-vectorsfaissmilvusparsing- Python
00Обновлено 7 месяцев назад
An LLM-powered advanced RAG pipeline built from scratch
- Python
00Обновлено 7 месяцев назад
Using MongoDB Atlas + ActionWeaver, we can build a user proxy agent that efficiently retrieves and ingests relevant information. This agent presents the data to the user in an interactive and customizable manner, enhancing the overall user experience.
pythonopenairagembeddingsretrieval-augmented-generationpython3mongodbgenaiselenium-pythonvectorazure-openaigenai-chatbotgpt4alllangchain-pythonmongodb-atlas-searchplaywright-pythonpython-3- Python
00Обновлено 7 месяцев назад