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Automation Technical Lead

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LLM framework orchestrates template reusability across a wide array of use cases requiring the power of large language models.

  

These use cases generally fall under 3 categories:

*   Conversational (chat-based/context-aware conversations, personal assistants)
*   Transactional (queue based) 
*   Transactional with human in the loop

This template leverages custom Python API built on top of LangChain framework (standard framework for LLM app development).

  

### Quick-Start Samples Included

*   Simple Sequence
*   Sample Implementation: Conversation Mode - Chat With Your Own Data (UiPath Forms + LLM Framework)
*   Sample Implementation: Transaction Mode - Contracts Indemnification Review (Queues + LLM Framework)

  

### Video Walkthrough

*   0:30 - LLM Framework Overview
*   1:18 - Conversational (e.g. Personal Assistants) vs Transactional (e.g. Queue based)
*   3:52 - Framework Custom Activity Components
*   4:47 - Currently Supported LLM Provider/Model
*   6:21 - Framework Activities: Sample Basic Usage
*   13:35 - LLM Framework Template Detailed Walkthrough
*   15:15 - Framework Configuration File
*   20:15 - Framework Pathways
*   22:18 - Custom Interaction Flow Rules/Validations
*   23:38 - Sample Implementation: Conversation Mode
*   29:51 - Solution Architecture
*   33:13 - Sample Implementation: Transaction Mode - Contracts Indemnifcation Review
*   41:06 - HITL Configuration - Enable Persistence
*   41:48 - HITL Configuration - Wait Activity Placeholder
*   47:14 - HITL Action Sample - Contracts Indemification Review
*   48:44 - Sample Implementation: Transaction Mode - Contracts Summarization &        Deliverables Extraction
*   51:54 - HITL Action Sample  - Contracts Summarization & Deliverables Extraction
*   52:48 - Closing Summary

Quickly build your own Generative AI powered automations using this LLM Framework Studio template.

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Visual Basic

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Version	Release Date	Download Link
2.0.1	October 17, 2023
Second Release Added 'Research With Agent' workflow - https://youtu.be/h1yaS_8cx14 Support for URL Sources in Transactional and Conversational Mode Added Documentation in 'Documentation Folder Updates to sample chat mode - input form to include sample implementation for research agent Added automated test cases
1.0.11	September 8, 2023
Initial Release The framework can be utilized for any Conversational (Message Responses), Transactional (Input -> Process -> Output), and Transactional with HITL use cases, leveraging the capability of context-aware, memory-backed large language models. Support for OpenAI - all available models --> https://platform.openai.com/account/rate-limits Support for Anthropic Claude - all available models --> https://www-files.anthropic.com/production/images/model_pricing_july2023.pdf Support for Pinecone as Vector Database

LLM Framework for UiPath Studio