AIXponentExponentia.ai
|
ColBERTFuture Data Systems
|
|||||
Related Products
|
||||||
About
AIXponent is a generative AIbusiness partner for enterprises, designed to empower organizations by unlocking the potential of their knowledge bases. It offers a comprehensive suite of tools and services that leverage large language models, retrieval-augmented generation, and cognitive services within a scalable and secure environment. Key features include seamless knowledge access, allowing users to query and retrieve insights from various data formats such as PDFs, PowerPoint presentations, call recordings, and Excel sheets. The platform organizes this information using automated contextual tags, enabling users to ask specific questions about organizational processes and easily locate relevant documents. AIXponent provides multiple access points, including a chat interface for natural language conversations, a search interface for quick content location, and APIs for integration into existing systems or applications.
|
About
ColBERT is a fast and accurate retrieval model, enabling scalable BERT-based search over large text collections in tens of milliseconds. It relies on fine-grained contextual late interaction: it encodes each passage into a matrix of token-level embeddings. At search time, it embeds every query into another matrix and efficiently finds passages that contextually match the query using scalable vector-similarity (MaxSim) operators. These rich interactions allow ColBERT to surpass the quality of single-vector representation models while scaling efficiently to large corpora. The toolkit includes components for retrieval, reranking, evaluation, and response analysis, facilitating end-to-end workflows. ColBERT integrates with Pyserini for retrieval and provides integrated evaluation for multi-stage pipelines. It also includes a module for detailed analysis of input prompts and LLM responses, addressing reliability concerns with LLM APIs and non-deterministic behavior in Mixture-of-Experts.
|
|||||
Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
|
Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
|
|||||
Audience
Business analysts seeking a tool to streamline data retrieval and analysis processes
|
Audience
Academic researchers and developers seeking a tool for implementing and evaluating listwise reranking with large language models
|
|||||
Support
Phone Support
24/7 Live Support
Online
|
Support
Phone Support
24/7 Live Support
Online
|
|||||
API
Offers API
|
API
Offers API
|
|||||
Screenshots and Videos |
Screenshots and Videos |
|||||
Pricing
No information available.
Free Version
Free Trial
|
Pricing
Free
Free Version
Free Trial
|
|||||
Reviews/
|
Reviews/
|
|||||
Training
Documentation
Webinars
Live Online
In Person
|
Training
Documentation
Webinars
Live Online
In Person
|
|||||
Company InformationExponentia.ai
India
www.exponentia.ai/aixponent
|
Company InformationFuture Data Systems
United States
github.com/stanford-futuredata/ColBERT
|
|||||
Alternatives |
Alternatives |
|||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
|
|||||
Categories |
Categories |
|||||
Integrations
Microsoft Excel
Microsoft PowerPoint
|
||||||
|
|
|