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

A lightning-fast search API that fits effortlessly into your apps, websites, and workflow

Platform for building AI that can learn and answer questions over federated 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

AI 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.

Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (e.g gpt, claude, gemini, llama, qwen, mistral).

Chatbot for documentation, that allows you to chat with your data. Privately deployable, provides AI knowledge sharing and integrates knowledge into your AI workflow

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.

Superduper: Build end-to-end AI applications and agent workflows on your existing data infrastructure and preferred tools - without migrating your data.

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

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

Represent, send, store and search multimodal data

Top2Vec learns jointly embedded topic, document and word vectors.

The no-code platform for building custom LLM Agents

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

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

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

Multi-tool for semantic search