LLM-As-Chatbot

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LLM-As-Chatbot is an open-source tool that allows users to serve various instruction-following LLM models as a chatbot service. It supports integration with Gradio applications and Discord bots, including internet search capabilities.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is LLM-As-Chatbot?

LLM-As-Chatbot is an open-source project designed to enable users to deploy and utilize a wide range of instruction-following fine-tuned Large Language Models (LLMs) as a chatbot service. It features a model-agnostic conversation and context management library called Ping Pong, alongside a GradioChat UI that mirrors HuggingChat's interface. The tool supports both Gradio applications and Discord bots, offering internet search capabilities through a Serper API Key. Users can configure models, manage conversation context, and customize generation parameters like temperature and top_p. It provides detailed instructions for standalone Gradio app deployment and Discord bot setup, including prerequisites and command-line options for various modes and functionalities.

Best used for

Ideal for developers and researchers who need to quickly deploy and test various open-source LLMs as interactive chatbots. Especially valuable for those looking to integrate LLMs into Gradio applications or Discord bots with internet search functionality and fine-grained control over model responses.

Common actions

deploy chatbot

integrate LLM

manage conversations

customize LLM behavior

enable internet search

low-code/no-codeopen-sourcedeepfakeautomated workflowcollaborationface swappingworkflowsgithub copilot"AI Agents"

Capabilities

Key features

Serve LLM as chatbot
Gradio application support
Discord bot integration
Internet search capability
Model-agnostic conversation management
Customizable generation parameters

Target Audience

developersai researchersbot creatorsdata scientists

Integrations

discordhugging-face

Pricing & Plans

Open Source

Free

FAQs

What kind of LLM models can I use with LLM-As-Chatbot?

LLM-As-Chatbot supports a wide range of open-source instruction-following fine-tuned LLM models. The project maintains a list of currently supported models, including various Alpaca-LoRA, StableLM, Flan-Alpaca, Vicuna, MPT, and Falcon models, among others, which can be found in the model_cards.json file.

Do I need a Serper API Key to use this tool?

A Serper API Key is required if you wish to enable internet search capabilities within your Gradio application or Discord bot. This key allows the chatbot to aggregate information from Google searches. Signing up for Serper.dev provides 2,500 free Google searches, which is sufficient for testing.

How does LLM-As-Chatbot manage conversation context?

The tool uses a simple library called Ping Pong for model-agnostic conversation and context management. To keep prompts concise and generation fast, it typically retains the past 2-3 conversations as a reference. This hyper-parameter can be adjusted, especially for longer conversation flows.

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