Related: shares the task Search
Retrieval infrastructure with an open-source database and serverless cloud search.
Freemium
Use cases
- Semantic retrieval for RAG
- Search over embedded application data
Pricing: The open-source database can run locally. Cloud Starter has a USD 0 monthly platform fee with USD 5 credits; writes, stored data, queried data and returned network traffic are metered separately, so zero base fee does not mean unlimited cloud usage.
Pricing ↗ · Documentation ↗ · Sources
This record was last reviewed on 2026-11-03.
Related: shares the task Search
Open-source vector database that scales from an embedded library to distributed retrieval clusters.
Open (open weights/source)
Use cases
- Semantic retrieval for RAG
- Search over embedded application data
Pricing: The open-source software can be run on your own infrastructure. Compute, storage and any external model API usage are separate costs; a managed service is not included.
Sources
This record was last reviewed on 2026-11-03.
Related: shares the task Search
Vector search engine for semantic retrieval with payload filters and hybrid query support.
Freemium
Use cases
- Semantic retrieval for RAG
- Search over embedded application data
Pricing: Open-source Qdrant can be self-hosted. Cloud Free includes 1 GB RAM and 4 GB disk; Standard is resource-based for a dedicated cluster. Embedding-provider costs and larger-cluster charges are separate from the free database tier.
Pricing ↗ · Documentation ↗ · Sources
This record was last reviewed on 2026-11-03.
Related: shares the task Search
Object-storage-native search engine for vector and full-text retrieval with cached compute.
Paid
Use cases
- Semantic retrieval for RAG
- Search over embedded application data
Pricing: Launch has a USD 16 monthly minimum usage charge. Storage, writes, queries and namespace counts contribute to the bill; higher plans add governance and support, so a minimum is not an all-inclusive flat subscription.
Pricing ↗ · Documentation ↗ · Sources
This record was last reviewed on 2026-11-03.
Related: shares the task Search
Search and ranking platform combining vector retrieval, lexical search and model-based relevance.
Open (open weights/source)
Use cases
- Semantic retrieval for RAG
- Search over embedded application data
Pricing: Vespa can be self-hosted as open-source software. Vespa Cloud is resource-priced using the official calculator and offers a trial; node resources, storage and applicable traffic costs should be assessed separately from free trial access.
Pricing ↗ · Sources
This record was last reviewed on 2026-11-03.
Related: shares the task Data analysis
No-code AI analytics platform for media agencies, with chat-based data exploration, predictive modeling, and forecasting.
Paid
Use cases
- Agencies forecasting campaign performance for clients
- Scoring and prioritizing sales leads without data scientists
- Analyzing business data through natural-language questions
Pricing: Akkio is sold as an enterprise AI analytics platform for media agencies with custom, quote-based pricing; no public plan tiers or free trial are listed.
Pricing ↗ · Sources
This record was last reviewed on 2026-10-10.
Related: shares the task Data analysis
AWS business intelligence service with conversational and agentic analysis over dashboards and datasets.
Paid
Use cases
- Building BI dashboards on AWS data sources
- Asking natural-language questions of datasets
- Sharing analyses without a separate BI stack outside AWS
Pricing: Amazon Quick Sight is usage- and plan-priced on AWS; see aws.amazon.com/quicksight/pricing/.
Pricing ↗ · Documentation ↗ · Sources
This record was last reviewed on 2026-09-10.
Related: shares the task Search
Conversational AI search engine that answers questions and summarizes pages instead of showing ad-driven links.
Free
Use cases
- Getting quick factual answers without wading through ads
- Summarizing articles and web pages while browsing results
- Searching privately without tracking
Pricing: Andi is free to use, with no advertising.
Sources
This record was last reviewed on 2026-09-10.