Artificial Intelligence Integrations

Oracle Vector Store uses Oracle Database 23ai's native vector storage and similarity search capabilities to store and query document embeddings.

Perplexity AI provides a unique AI service that integrates its language models with real-time search capabilities.

PGVector is an open-source PostgreSQL extension for vector similarity search.

Detects — and optionally masks — personally identifiable information.

Pinecone is a vector database designed for efficient similarity search and storage of high-dimensional data, commonly used in machine learning and AI applications.

Qdrant is an open-source vector similarity search engine designed to handle high-dimensional data, enabling efficient and scalable nearest neighbor search for applications like recommendation systems and machine learning.

Query Augmenter.

Query Expander.

Query Transformer.

A component that enables Question-Answer Retrieval Augmented Generation (RAG) capabilities. It combines natural language processing with document retrieval to provide accurate answers based on the given context.

Redis is an open-source, in-memory data structure store used as a database, cache, and message broker, known for its high performance and support for various data structures like strings, hashes, lists, sets, and more.

Redis Chat Memory stores conversation history in Redis for fast, persistent storage.

Amazon S3 Vector Store uses AWS S3 as a persistent storage backend for vector embeddings, enabling scalable and durable similarity search.

Runs configured sanitizers on the model response.

ScrapeGraphAI is a web scraping python library that uses LLM and direct graph logic to create scraping pipelines for websites and local documents.

Detects — and optionally masks — API keys and credential-shaped secrets.

Activating humanity's potential through generative AI. Open models in every modality, for everyone, everywhere.

Tavily is an AI-powered search tool designed to help users quickly find accurate, relevant and up-to-date information from the web.

LLM-based check that input stays within an allowed topic.

Typesense is an open-source, in-memory search engine designed for fast, typo-tolerant, and relevance-focused full-text search across large datasets.

Detects — and optionally masks — URLs outside a configured allowlist.

Vector Store Chat Memory.

Vector Store Document Retriever.

Weaviate is an open-source vector search engine and database that enables efficient storage, retrieval, and management of high-dimensional data, often used in machine learning and AI applications.