Vector Embedding Retrieval

TwelveLabs extracts structured data from videos using AI models Marengo and Pegasus. Its APIs enable time‑based search, on‑demand summarization, and vector embeddings for semantic search and recommendations, supporting media, advertising, and security workflows.

Trieve is an AI infrastructure API that enhances search and discovery with advanced semantic vector and full-text search capabilities. It offers easy data management, no-code dashboard features, and self-hosting options for improved relevance and data privacy.

Infinity is an AI‑native database offering hybrid search across dense/sparse embeddings, tensors, and full‑text with optional RRF, weighted‑sum, or ColBERT reranking. It delivers 0.1 ms latency, 15 k qps, supports strings, numerics, and vectors for LLM developers, data scientists, and AI engineers.

Zilliz Cloud is a fully managed Milvus-based vector database offering billion-scale similarity search, multi-cloud serverless and distributed clusters, SDKs and APIs, embedding pipelines, AUTOINDEX/Cardinal acceleration, RBAC and observability for RAG, semantic search, and recommender systems.

Mixpeek indexes videos, images, and documents into searchable vector embeddings, extracting scenes, transcripts, faces, brands, and entities. Its parallel, fault‑tolerant pipelines run on Ray, enabling quick, structured retrieval via API for diverse industries.

Well Embed provides a unified API and connector suite for automated invoice and receipt retrieval from email, portals, cloud storage, chat apps and vendor platforms, delivering raw documents or structured JSON with OCR/LLM extraction, deduplication and ERP integrations.

SvectorDB is a serverless AWS vector database that supports instant upserts, deletions, and hybrid vector‑Lucene searches. It offers built‑in text and image vectorizers, custom embedding import, and scales to one million records per database.

iWeaver lets users upload documents, videos, audio, and images to extract key concepts, generate summaries, and build mind maps. It supports structured Q&A, data extraction, and visual mapping for research, analysis, and legal review. Modular agents enable API integrations for workflows.

D‑ID creates up to five‑minute MP4 videos featuring avatars and interactive agents from pre‑made, uploaded, or AI‑generated faces. It supports 120+ languages, offers presenter models, and provides a REST API for real‑time streaming and integration with PowerPoint, Canva, and Slides.

CEBRA compresses high‑dimensional behavioral and neural time series into low‑dimensional, interpretable embeddings, supporting supervised and self‑supervised workflows. It preserves consistency across sessions and modalities, enabling accurate cross‑species trajectory decoding and multimodal integra

Supermemory unifies user profiling, a vector memory graph, and rapid retrieval into a single API, extracting PDFs, web pages, images, and syncing from Notion, Slack, Google Drive, Gmail, S3. It integrates via TypeScript, Python, or REST.

Vectorize is a modular AI platform for building, deploying, and managing intelligent agents with persistent memory. It offers end‑to‑end context engineering, data connectors, automated pipelines, semantic search, and enterprise security for reliable RAG solutions.

Semantic Scholar indexes 230 million papers, offering AI‑powered semantic search that prioritizes relevance and citation impact. It provides contextual PDF annotations, a developer API, and export options for literature reviews, grant research, and teaching.

Agentic Document Extraction pulls structured data from PDFs, images, spreadsheets using vision‑first parsing, preserving layout and delivering bounding‑box citations. Modular REST APIs and Python/TypeScript SDKs support on‑prem or cloud deployment for regulated sectors needing traceable, accurate ex

SolidPoint quickly summarizes YouTube videos, webpages, academic papers, and Reddit threads, extracting key concepts and actionable points. It also creates flashcards for study, supports exportable formats, and works across all YouTube channels for fast content review.

FiftyOne is a visual AI platform that centralizes data curation, annotation, and model evaluation across images, video, point clouds, and metadata. It offers interactive slicing, automatic labeling with confidence scoring, role‑based access, versioning, and open‑source integration.

Jina AI provides AI-powered search solutions for enterprise and RAG systems, offering multimodal multilingual embeddings, neural reranking, and zero-shot classification. It enhances search relevance, supports content segmentation, and integrates with applications via APIs for advanced information re

Pinecone is a vector database enabling real‑time semantic search with instant indexing, hybrid keyword‑embedding queries, metadata filtering, and namespace isolation. It auto‑scales, offers high‑availability, and integrates with AWS, GCP, Azure while meeting SOC 2, GDPR, ISO 27001, and HIPAA securit

All‑in‑one platform integrating GPT‑4o, Claude, Gemini, and others for unified text, image, video, and document AI. Offers summarizing, translation, prompt templates, workflow tools, quiz creation, SCORM export, web search, subtitles, dubbing. SOC II‑compliant with field‑level encryption and data is

Imentiv AI is a multimodal emotion‑recognition platform that analyzes video, audio, text, and images to detect emotions, personality traits, and sentiment. It delivers objective consumer insights for marketers, creators, product teams, and supports recruitment, coaching, and wellness programs.

VEED is an AI‑powered video editor that lets users upload media, auto‑generate subtitles, edit clips, add music or text, correct eye contact, reduce noise, remove backgrounds, translate captions, and export in multiple formats.

Tavily offers a secure, high‑volume web‑access API that delivers real‑time search, extraction, and structured results. It includes caching, indexing, and content validation, preventing leaks and malicious data, and guarantees 99.99 % uptime for enterprise‑grade reliability.

vizGPT turns natural‑language queries and drag‑and‑drop into live dashboards and charts, retaining context for follow‑ups. It includes data tables for profiling and transforms, and design tools that generate Lottie JSON and SVG animations, enabling team collaboration.

Emergent Mind collects recent arXiv papers, categorizes by topic or author, offers concise summaries, in‑depth analyses, whiteboard and video renderings, plus community‑driven email digests, helping researchers, students, educators, and industry professionals locate and explain literature quickly.

Venice is a private on‑device AI platform that offers a broad array of open‑source models for text, image, code, and character creation. It includes a chat interface, an agent‑building API, watermark removal, upscaling, and batch image generation.

EnergeticAI is an open‑source TensorFlow.js library for Node.js, offering fast pre‑trained embeddings, text classifiers, and semantic search. It delivers sub‑4‑second cold starts and 67× faster inference in serverless functions for developers and performance.

ImageBind is a multimodal AI model that simultaneously processes images, video, audio, text, depth, thermal, and IMU data, learning a unified embedding space for seamless cross‑modal integration. It enables zero‑shot recognition, cross‑modal search, arithmetic, and generation tasks.

vidIQ delivers real‑time YouTube analytics, keyword research, AI‑powered thumbnail creation, and competitive insights. Its AI coach refines titles and descriptions, while clipping tools produce short videos. Available via Chrome or mobile, it boosts visibility and engagement for creators.

TensorPix enhances SD video to 4K 60FPS, removes artifacts from VHS and old footage, offers real‑time call improvement, batch processing, API integration, and cloud GPU processing—no local install needed.

Cleora.ai simplifies the creation of enterprise embeddings with one click. Generate high-quality graph embeddings for large datasets, enhancing recommender systems and predictive analytics with exceptional speed and efficiency.

UBIAI fine‑tunes LLMs with classifiers, retrievers, and reasoning. It automates PDF/DOCX labeling, synthetic data, and quality filtering; offers 15‑minute prompt‑level tuning or 2‑4 hour weight training; exports to GGUF, safetensors, or Hugging Face for API or custom deployment.

AI‑powered platform that instantly generates and edits apparel and accessory designs, offering vectorization, mockups, and pre‑made slogans. Compatible with major POD services for easy export, enabling creators to launch products quickly.

Appen delivers human‑validated datasets across six domains—alignment, agentic AI, speech/audio, multimodal, physical, and model integrity—using automation and a global workforce of 1 million+ contributors. SOC 2/ISO 27001 certified, it supports large‑scale AI training and independent evaluation.

MiniGPT-4 is a versatile AI model that can enhance vision-language understanding, generate detailed image descriptions, and teach users to cook through image projection using a frozen visual encoder with Vicuna.

Memo AI is a workspace that ingests PDFs, videos, websites, and text, extracting structured content into semantic chunks with vector embeddings for hybrid keyword‑semantic retrieval. It generates flashcards, tests, summaries, mind maps, and supports active‑recall, spaced repetition, multilingual AI

Rosetta.ai is an AI tool that improves shopping experience and leads to increased revenue per visitor through personalized product recommenders, conversational optimization, and exit-intent promotions.

Vmake automates UGC and viral video cloning, producing product, fitness, and real‑estate clips with AI editing tools—watermark removal, background swap, noise suppression, upscaling. It auto‑generates captions, hooks, thumbnails, supports batch processing, and offers a teleprompter for polished deli

Lettria transforms unstructured PDFs into structured knowledge graphs, enabling precise, traceable answers in regulated sectors. Its NLP modules extract tables, diagrams, entities, and relationships, combining graph retrieval with vector search to improve accuracy and support audit‑ready compliance

Sieve supplies large, annotated video datasets for training generative video, avatar, egocentric perception, and world-modeling systems, delivering time-synced, paired, and conversational training formats via API or storage with compliance and encryption.

Vectra AI ingests and normalizes traffic from data centers, cloud, SaaS, IoT, and identity sources. Its AI engine detects MITRE ATT&CK techniques, prioritizes alerts, and supports containment of compromised devices, accounts, and traffic paths, integrating with SIEM, EDR, MDR workflows.

Knowt turns uploaded PDFs, slides, videos, or audio into interactive study aids. AI generates summaries, flashcards, quizzes, and spaced‑repetition decks, supporting STEM, humanities, languages, and exam prep. Teachers can import Quizlet sets and track class progress.

Revisely uses AI to produce flashcards, quizzes, notes, and video summaries for students, teachers, and professionals. It auto‑generates spaced‑repetition flashcards, graded multiple‑choice and short‑answer quizzes, and concise summaries of PDFs, slides, and transcripts.

Algolia is an AI‑driven search platform that indexes, retrieves, and monitors data. It offers Agent Studio, RAG‑powered experiences, conversational search, real‑time personalization, analytics, and built‑in integrations for e‑commerce, SaaS, media, and marketplaces.

Transvribe is an AI‑driven platform that extracts and indexes YouTube video transcripts via embeddings, enabling search across sports, podcasts, and tech tutorials. It requires a browser session due to recent API changes, and developers can access the code for modifications.

AI Video Agent converts text, product images or URLs, and reference clips into full‑scripted, brand‑aligned videos, automatically planning scenes, adding visual effects, and allowing prompt‑based refinement for fast marketing and social content creation.

Meta AI Demos is a catalog of experimental models and interactive technical demos from Meta Research, enabling developers and researchers to test image/video segmentation and tracking, audio/video generation, embodied agent and 3D localization models, prototype integrations, and evaluate outputs.

Vocareum delivers labs with IDEs, notebooks, and GPU/CPU clusters in isolated containers or accounts. It offers tutoring, code grading, and a unified gateway to AWS, Azure, GCP, Databricks, and foundation models. LMS integration and SOC 2 compliance enable scalable training.

WeKnorais a LLM-powered framework for deep document understanding and retrieval-augmented generation (RAG), providing multimodal preprocessing, chunking, semantic vector indexing and LLM inference for context-aware answers. Modular integrations (Qdrant, configurable retrievers), agent mode with ex

Lebesgue centralizes eCommerce data from Shopify, WooCommerce, Meta, Google, TikTok, Klaviyo, Amazon, and GA4 into a unified dashboard. It offers first‑party attribution, C‑LTV modeling, product performance, competitive benchmarking, and AI‑guided budget recommendations.

VModel provides a unified REST API that lets developers deploy and run custom or community‑built models with a single line of code. It supports Node.js, Python, and cURL for image, text, and video tasks, automatically scaling for production workloads.