Context & Data Infrastructure

Find the backend infrastructure for intelligent AI. Compare vector databases, RAG services, and LLM middleware for context management.

Pinecone is a vector database enabling millisecond similarity search across billions of items via API for AI applications.

Zilliz provides a fully managed vector database system for billion-scale AI search, trusted by over 10,000 enterprises.

Chroma is an open-source vector database designed for building AI applications with embeddings.

Qdrant is an open-source vector database and search engine written in Rust, offering fast and scalable similarity search with a convenient API.

Elasticsearch is a distributed, open source RESTful search and analytics engine optimized for speed, scalability, and reliability.

Vectara provides an enterprise-grade platform for building AI agents and assistants with Retrieval-Augmented Generation (RAG) technology.

Chaindesk provides a no-code platform for creating custom AI chatbots trained on your data to streamline customer support and team workflows.

Context is an AI Office Suite that automates workflow by generating documents, presentations, and spreadsheets based on user data and preferences.

Portkey enables organizations to democratize and productionize generative AI across their entire infrastructure.

A unified LLM gateway providing authentication, load balancing, and spend tracking for 100+ large language models through OpenAI-compatible APIs.

Helicone provides an AI gateway with full LLM observability, offering cost tracking, latency monitoring, and usage analytics for AI applications.

Graphsignal provides inference observability for AI applications, offering monitoring, tracing, and optimization of model performance in production.