Average Ratings 0 Ratings
Average Ratings 0 Ratings
Description
VATES stores knowledge as plain structured text rather than as vectors.
There is no embedding pipeline, no vector database and no re-ranking stage — a query is scored against the text directly and the top matches go to the model. Nothing is precomputed, so nothing needs rebuilding when the knowledge changes; editing a line takes effect on the next request.
This removes an entire tier of infrastructure. No Pinecone, no Weaviate, no pgvector, no GPU, no per-call embedding API. Fewer moving parts, fewer failure points, lower cost. Deleted content is actually gone, verifiable by reading the file.
Deployment is an embed snippet or a direct HTTP API with idempotency keys and per-tenant rate limiting. Authentication is WebAuthn/FIDO2 passkeys, TOTP or password. Console, docs and site ship in 23 languages across 9 writing systems; replies are not restricted to that set.
Prepaid, usage-based, no seats, no subscription.
Description
txtai is a comprehensive open-source embeddings database that facilitates semantic search, orchestrates large language models, and streamlines language model workflows. It integrates sparse and dense vector indexes, graph networks, and relational databases, creating a solid infrastructure for vector search while serving as a valuable knowledge base for applications involving LLMs. Users can leverage txtai to design autonomous agents, execute retrieval-augmented generation strategies, and create multi-modal workflows. Among its standout features are support for vector search via SQL, integration with object storage, capabilities for topic modeling, graph analysis, and the ability to index multiple modalities. It enables the generation of embeddings from a diverse range of data types including text, documents, audio, images, and video. Furthermore, txtai provides pipelines driven by language models to manage various tasks like LLM prompting, question-answering, labeling, transcription, translation, and summarization, thereby enhancing the efficiency of these processes. This innovative platform not only simplifies complex workflows but also empowers developers to harness the full potential of AI technologies.
API Access
Has API
Yes
API Access
Has API
Yes
Integrations
AWS Lambda
No
ChatGPT
Yes
Claude
Yes
Docker
No
FastAPI
No
Go
No
Hugging Face
No
Java
No
JavaScript
No
Knative
No
Integrations
AWS Lambda
Yes
ChatGPT
No
Claude
No
Docker
Yes
FastAPI
Yes
Go
Yes
Hugging Face
Yes
Java
Yes
JavaScript
Yes
Knative
Yes
Pricing Details
$5 deposit, pay-as-you-go
Usage-based prepaid deposit. No subscription, no monthly minimum,
no cancellation fee. $5.00 minimum per top-up. Billed per request
from the balance. Current rates are listed on the pricing page.
no cancellation fee. $5.00 minimum per top-up. Billed per request
from the balance. Current rates are listed on the pricing page.
Free Trial
No
Free Version
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
STANDOUT Inc.
Founded
2024
Country
Japan
Website
vates.standout.jp/
Vendor Details
Company Name
NeuML
Country
United States
Website
neuml.github.io/txtai/