txtai

txtai

NeuML
+
+

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About

Company data stored in object storage as video, images, audio and documents can be difficult to search by content. Mixpeek connects to your bucket and runs extractors over each file. A video becomes scenes, keyframes, transcripts, faces and on-screen text. A PDF becomes pages, tables and figures. Each piece is embedded and stored with its timestamps and source path. Then you query it. Retrievers combine vector search, filters and reranking in one call. Taxonomies label files against your own categories. Clusters group what nobody has labeled yet. It ships as an API, Python and JavaScript SDKs, an MCP server for agents, and Studio, a web app.

About

txtai is an all-in-one open source embeddings database designed for semantic search, large language model orchestration, and language model workflows. It unifies vector indexes (both sparse and dense), graph networks, and relational databases, providing a robust foundation for vector search and serving as a powerful knowledge source for LLM applications. With txtai, users can build autonomous agents, implement retrieval augmented generation processes, and develop multi-modal workflows. Key features include vector search with SQL support, object storage integration, topic modeling, graph analysis, and multimodal indexing capabilities. It supports the creation of embeddings for various data types, including text, documents, audio, images, and video. Additionally, txtai offers pipelines powered by language models that handle tasks such as LLM prompting, question-answering, labeling, transcription, translation, and summarization.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Developers, media and ad-tech teams, and data teams that keep large video, image, audio and document archives in S3, GCS or Azure.

Audience

Developers and data engineers requiring a solution to implement semantic search, orchestrate large language models, and build complex language model workflows

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

$25/month
The Build plan starts at $25 per month and includes $10 in monthly usage credits; additional usage is billed based on consumption.
Free Version Not Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Mixpeek
Founded: 2022
United States
mixpeek.com

Company Information

NeuML
United States
neuml.github.io/txtai/

Alternatives

Alternatives

txtai

txtai

NeuML
Voyage AI

Voyage AI

MongoDB
Voyage AI

Voyage AI

MongoDB

Categories

Semantic Search Supported

Categories

Embedding Models Supported
Semantic Search Supported
Vector Databases Supported

Integrations

AWS Lambda Not Supported
Amazon Bedrock Supported
Amazon S3 Supported
Azure Blob Storage Supported
Cloudflare R2 Supported
Docker Not Supported
FastAPI Not Supported
Fireworks AI Supported
Go Not Supported
Google Cloud Storage Supported
Hugging Face Not Supported
Java Not Supported
JavaScript Not Supported
Kubernetes Not Supported
Model Context Protocol (MCP) Supported
Python Not Supported
Rust Not Supported
SQL Not Supported
Together AI Supported
YAML Not Supported

Integrations

AWS Lambda Supported
Amazon Bedrock Not Supported
Amazon S3 Not Supported
Azure Blob Storage Not Supported
Cloudflare R2 Not Supported
Docker Supported
FastAPI Supported
Fireworks AI Not Supported
Go Supported
Google Cloud Storage Not Supported
Hugging Face Supported
Java Supported
JavaScript Supported
Kubernetes Supported
Model Context Protocol (MCP) Not Supported
Python Supported
Rust Supported
SQL Supported
Together AI Not Supported
YAML Supported
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