RAG architecture: index and query any data using LLM and natural language, track sources, show citations, asynchronous memory patterns.
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Updated
Jun 12, 2024 - C#
RAG architecture: index and query any data using LLM and natural language, track sources, show citations, asynchronous memory patterns.
Semantic embedding-based system for question answering from PDFs with visual analysis tools.
The official TypeScript/Node client for the Pinecone vector database
MTEB: Massive Text Embedding Benchmark
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
The platform for customizing AI from enterprise data
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
A curated list of Generative AI tools, works, models, and references
Your AI second brain. Get answers to your questions, whether they be online or in your own notes. Use online AI models (e.g gpt4) or private, local LLMs (e.g llama3). Self-host locally or use our cloud instance. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp.
Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
Elevate user interactions with ChatFAQ: your open-source chatbot solution, offering the full spectrum of ChatGPT capabilities. AI + LLM + CMS
Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
Alwrity - AI contextual Content generation Suite. Prevents AI hallucinations, Web Researched factual, SEO optimized content. Get blog Images. Create your AI-Powered Content Agents team. Create content with RAG, Local documents, web urls. Open Source AI writer.
🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS
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