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All-AI-Tools - AI Directories & Collections Tool

Overview

All-AI-Tools is a retrieval-augmented generation (RAG) system that indexes and provides information about over 300 AI tools. It combines LlamaIndex, pgvector, and FastAPI with a Telegram bot interface and Nvidia NeMo Guardrails to answer user queries about AI tools.

Key Features

  • Retrieval-Augmented Generation system for AI tool information
  • Indexes metadata and content for over 300 AI tools
  • Built with LlamaIndex for document indexing
  • Uses pgvector for vector similarity search
  • FastAPI backend serving search and API requests
  • Telegram bot interface for conversational queries
  • Nvidia NeMo Guardrails to enhance bot responses
  • Open-source GitHub repository with code and examples

Ideal Use Cases

  • Discover AI tools and detailed descriptions from a searchable index
  • Answer user queries about AI tools via a Telegram bot
  • Prototype a RAG system using LlamaIndex and pgvector
  • Study an open-source integration of NeMo Guardrails in a bot

Getting Started

  • Clone the GitHub repository
  • Read the repository README and documentation
  • Install Python dependencies listed in the repo
  • Set up a pgvector-backed database for vector storage
  • Configure FastAPI environment variables and launch the server
  • Register and configure Telegram bot credentials
  • Integrate or enable Nvidia NeMo Guardrails for the bot

Pricing

No pricing information is provided in the source repository.

Key Information

  • Category: Directories & Collections
  • Type: AI Directories & Collections Tool
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