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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
Common elements used by MongoDB Chatbot Framework components.
UI React components for the MongoDB Chatbot Framework
MongoDB Ingest CLI for the MongoDB Chatbot Framework.
The `@anyparser/core` Typescript SDK enables developers to quickly extract structured data from a wide variety of file formats like PDFs, images, websites, audio, and videos.
- anyparser
- ai
- artificial-intelligence
- rag
- retrieval-augmented-generation
- graph-rag
- cag
- cache-augmented-generation
- pdf-processing
- pdf-extraction
- ms-office
- microsoft-office
- microsoft-word
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LU (Layer Understanding) is a lightweight framework for controlled chatbot interactions with LLMs, action orchestration, and retrieval-augmented generation (RAG).
- chatbot
- LLM
- AI
- LU
- Layer-Understanding
- orchestrator
- conversation-control
- retrieval-augmented-generation
- RAG
- natural-language-processing
- NLP
- AI-framework
- embeddings
- retriever
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A chatbot server for retrieval augmented generation (RAG).
RAG (Retrieval-Augmented Generation) library for NestJS with vector database integration
A TypeScript/JavaScript module for implementing Retrieval-Augmented Generation (RAG) using Qdrant vector database, Google's Generative AI embeddings, and Groq LLM.
- rag
- retrieval-augmented-generation
- llm
- qdrant
- vector-database
- embeddings
- google-genai
- groq
- langchain
- typescript
- javascript
- ai
- machine-learning
- generative-ai
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A RAG tool manager for your agentic workflows
The TypeScript Code Extractor and Analyzer can be handy for RAG (Retrieval-Augmented Generation) systems for codebases. It provides a detailed and structured representation of the codebase that can be converted into embeddings, enabling more effective adv
- typescript
- typescript-code-analysis
- ts-code-analysis
- ast
- code-parser
- code-mapper
- typescript metadata-extraction
- dependency-graph
- code-structure
- rag
- retrieval-augmented-generation
- codebase-analysis
- typescript-parser
- code-extraction
- View more
A powerful and flexible Retrieval-Augmented Generation (RAG) library for Node.js and TypeScript