Lilac Description
Lilac is a free open-source tool that allows data and AI practitioners improve their products through better data. Understanding your data is easy with powerful filtering and search. Work together with your team to create a single dataset. Use best practices for data curation to reduce the size of your dataset and training costs and time. Our diff viewer allows you to see how your pipeline affects your data. Clustering is an automatic technique that assigns categories to documents by analyzing their text content. Similar documents are then placed in the same category. This reveals your dataset's overall structure. Lilac uses LLMs and state-of-the art algorithms to cluster the data and assign descriptive, informative titles. We can use keyword search before we do advanced searches, such as concept or semantic searching.
Lilac Alternatives
Ragie
Ragie streamlines data input, chunking and multimodal indexing for structured and unstructured information. Connect directly to data sources of your choice, ensuring that your data pipeline remains up-to date. Advanced features such as LLM reranking, entity extraction, flexible filters, and hybrid semantic-keyword search are built-in to help you deliver the latest generative AI. Connect directly to popular sources of data like Google Drive, Notion and Confluence. Automatic syncing ensures that your application provides accurate and reliable data. Ragie connectors make it easier than ever to get your data into your AI applications. You can access your data with just a few mouse clicks. Automatic syncing ensures that your application provides accurate and reliable data. Ingestion of relevant data is the first step in a RAG Pipeline. Ragie's APIs make it easy to upload files.
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Relevance AI
No more complicated templates and file restrictions. Integrate LLMs such as ChatGPT easily with vector databases, OCR PDF, and more. Chain prompts and transforms to create tailor-made AI experiences. From templates to adaptive chains. Our unique LLM features, such as quality control and semantic cache, can help you to save money and prevent hallucinations. We will take care of infrastructure management, hosting and scaling. Relevance AI will do the heavy lifting in just minutes. It can extract data from unstructured data in a flexible way. Relevance AI allows the team to extract data with over 90% accuracy within an hour.
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Pinecone
The AI Knowledge Platform.
The Pinecone Database, Inference, and Assistant make building high-performance vector search apps easy. Fully managed and developer-friendly, the database is easily scalable without any infrastructure problems.
Once you have vector embeddings created, you can search and manage them in Pinecone to power semantic searches, recommenders, or other applications that rely upon relevant information retrieval.
Even with billions of items, ultra-low query latency Provide a great user experience. You can add, edit, and delete data via live index updates. Your data is available immediately. For more relevant and quicker results, combine vector search with metadata filters.
Our API makes it easy to launch, use, scale, and scale your vector searching service without worrying about infrastructure. It will run smoothly and securely.
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Pigro
ChatGPT retrieval plug-in on steroids Intelligent document indexing services for smarter answers. For accurate ChatGPT responses, it is important to have text segments that respect the original document's context. OpenAI's text chunking services currently split the text only based on punctuation every 200 words. Pigro offers AI-based text chuncking services that divide content as a human would. They take into account the layout and structure of a document, including pagination, headings tables, lists, images etc. Our API supports Office-like documents in PDF, HTML and plain text. Pigro only delivers the relevant text to answer the query. Our generative AI expands your content by generating all possible questions within your document. Our search considers title, body and generated questions, as well as keywords and semantics. Generative indexing provides the best accuracy.
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Pricing
Pricing Starts At:
Free
Free Version:
Yes
Company Details
Company:
Lilac
Headquarters:
United States
Website:
www.lilacml.com
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Product Details
Platforms
Linux
Type of Training
Documentation
Live Online
Videos
Customer Support
Online
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