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πŸ§‘β€βš–οΈ AI Legal Assistant Agent β€” AI-Powered Legal Q&A with Document Retrieval

πŸ§‘β€βš–οΈ AI Legal Assistant Agent β€” AI-Powered Legal Q&A with Document Retrieval

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Open / InstallLast updated October 8, 2026

Description

πŸ§‘β€βš–οΈ AI Legal Assistant Agent β€” AI-Powered Legal Q&A with Document Retrieval Category: LegalTech / AI Agent / RAG / Chatbot Description: This no-code AI agent acts as a legal assistant chatbot that can answer user queries by retrieving information from a pre-indexed legal document library. It’s powered by OpenAI + Pinecone + Telegram and designed for law firms, compliance teams, or anyone who needs instant answers from contracts, policies, or regulatory documents. For more of such builds and step-by-step video tutorial, check out: https://www.youtube.com/@Automatewithmarc πŸ” How it Works: Telegram Trigger – Starts when a user sends a message via Telegram. AI Agent (Open AI Model) – Uses a retrieval-augmented generation (RAG) setup to understand the question and pull relevant context. Pinecone Vector Store – Searches across a vectorized legal contract library for relevant clauses or documents. OpenAI Embeddings – Converts uploaded documents into vector embeddings for efficient search. Memory Buffer – Maintains conversation flow and context for follow-up questions. Telegram Response – Sends the final AI-generated answer directly to the user. 🎯 Use Cases: In-house legal teams automating internal policy Q&A Law firms building client-facing legal bots Startups offering legal tech services with document-based queries Compliance teams monitoring contract terms and obligations βœ… Key Features: Real-time legal Q&A via Telegram Pinecone + OpenAI-powered vector search Retrieval-Augmented Generation (RAG) setup Factual, memory-aware assistant with fallback if info is unavailable Fully customizable and extendable βš™οΈ Setup Instructions: Connect OpenAI, Pinecone, and Telegram credentials Upload your contracts or policy docs into Pinecone Customize the system prompt or expand document sources as needed Activate and test via Telegram This workflow is a solid foundation for any AI-powered legal assistant or chatbot solutionβ€”highly relevant for modern LegalOps and knowledge management teams. An n8n automation workflow template by Automate With Marc.

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Author

Automate With Marc

Platform

web

Pricing model

free

Categories

  • Automation
  • AI

Tags

  • n8n
  • workflow
  • telegram
  • ai-agent
  • embeddings-openai
  • openai-chat-model
  • simple-memory
  • pinecone-vector-store

Capabilities

  • 6 nodes
  • 1,582 views

Information

TypeWorkflow
Sourcen8n
AddedJuly 27, 2026

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