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Upsonic integrates with a wide ecosystem of LLM providers, vector databases, messaging platforms, observability tools, and more. Browse all available integrations below.

LLM Providers

Connect to any major language model provider — cloud, local, or through a gateway.

Native Providers

Cloud Providers

Local Providers

Model Gateways


Vector Stores

Store and retrieve embeddings with your preferred vector database for RAG.

Embedding Providers

Generate vector embeddings for your knowledge base documents.

Document Loaders

Load and parse documents from various file formats into your knowledge base.

Text Splitters

Split documents into optimal chunks for embedding and retrieval.

Memory Storage

Persistent storage backends for agent memory and conversation history.

Async Storage

Storage Tables Reference

Detailed comparison of all storage backend features and capabilities

Interfaces

Deploy your agents on messaging platforms and communication channels.

Tracing & Observability

Monitor, trace, and debug your agent runs with observability platforms.
Web search tools your agents can use to find information.

Tools — Data

Data retrieval tools for financial and structured data.

Tools — Scraping

Web scraping and data extraction toolkits.

Tools — Model Provider

Native tools from model providers (OpenAI, Anthropic, etc.).

Supported Providers

See which model providers support which native tools

Browser & Computer Use

Enable agents to interact with websites and desktop applications.

OCR Engines

Extract text from images and PDFs with multiple OCR engines.