txtaiNeuML
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Related Products
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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.
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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.
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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
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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
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Audience
Developers, media and ad-tech teams, and data teams that keep large video, image, audio and document archives in S3, GCS or Azure.
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Audience
Developers and data engineers requiring a solution to implement semantic search, orchestrate large language models, and build complex language model workflows
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Supported
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API
Offers API
Supported
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Screenshots and Videos |
Screenshots and Videos |
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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
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Pricing
Free
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationMixpeek
Founded: 2022
United States
mixpeek.com
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Company InformationNeuML
United States
neuml.github.io/txtai/
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Categories |
Categories |
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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
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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
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