18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

The platform for customizing AI from enterprise data

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

🔍 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.

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​.

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

Your AI second brain. A copilot to get answers to your questions, whether they be from your own notes or from the internet. Use powerful, online (e.g gpt4) or private, local (e.g mistral) LLMs. Self-host locally or use our web app. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp.

🔮 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.

Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai

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

The no-code platform for building custom LLM Agents

Top2Vec learns jointly embedded topic, document and word vectors.

Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

Represent, send, store and search multimodal data

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

Run OpenAI's CLIP model on iOS to search photos.

Multi-tool for semantic search

Easily compute clip embeddings and build a clip retrieval system with them

A curated list of Generative AI tools, works, models, and references