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The Retrieval-Augmented Generation (RAG) module contains document processing and embedding utilities.
- rag
- retrieval-augmented-generation
- vector-search
- vectorstore
- embeddings
- embedding
- document-processing
- semantic-search
- text-splitting
- chunking
- ai
- llm
- llms
- typescript
RAG (Retrieval Augmented Generation) library for MongoDB Vector Search
LibSQL-based persistent memory tool for MCP
🧠 powerful JavaScript library that leverages advanced AI embeddings to perform zero-shot text classification. Whether you're dealing with unlabelled data or seeking to classify text against dynamic and user-defined labels, this library provides a seamles
- ai
- openai
- classifier
- zero-shot
- zero-shot-classification
- natural-language-processing
- machine-learning
- nlp
- embedding
- text-classification
- similarity
- ai-classifier
- typescript
- react
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Model Context Protocol (MCP) server for seamless integration with Onyx AI knowledge bases
A Model Context Protocol (MCP) server that provides semantic search capabilities across files. This server watches specified directories and creates vector embeddings of file contents, enabling semantic search across your documents.
Advanced semantic search tool for JSONL databases with mathematical and logical relevance scoring
A file management system for node.js application making managements of files easier, all in one code, you can delete, move, etc, files all in one code, making ability to manage a system eg a application requiring transfering of files in folders easier
- typescript
- nodejs
- file-management
- file-operations
- filesystem
- file-utilities
- file-wrapper
- custom-error-handling
- error-handling
- rename-file
- move-file
- copy-file
- delete-file
- append-content
- View more
Needle AI n8n nodes
- n8n-community-node-package
- needle
- ai
- ai-search
- embeddings
- vector-search
- semantic-search
- document-search
- collection-management
- n8n
MCP server for enhanced Qdrant vector database functionality
MCP server for integrating Kagi search API with LLMs
MCP server for integrating Tavily search API with LLMs, providing web search, RAG context generation, and QnA capabilities
- mcp
- tavily
- search
- ai
- llm
- model-context-protocol
- web-search
- semantic-search
- api
- rag
- context-generation
- question-answering
- knowledge-retrieval
- ai-search
- View more
Integração n8n com deep-searcher para busca semântica e integração LLM
React Hook for [`indexed-vector-store`](https://github.com/danielivanovz/indexed-vector-store) package. Used for [demo](https://github.com/danielivanovz/indexed-vector-store-demo) and deployed at my [website](https://app.danielivanov.me/vector-database/).
- natural-language-processing
- indexeddb
- vector-store
- vector-database
- embeddings
- word-embeddings
- semantic-search
- similarity-search
- embeddings-search
- similarity
- semantic
- search
- nlp