# JoshuaC215/agent-service-toolkit

Full toolkit for running an AI agent service built with LangGraph, FastAPI and Streamlit

Repository: https://github.com/JoshuaC215/agent-service-toolkit
Canonical: https://ross.abutalabs.com/products/agent-service-toolkit
Homepage: https://agent-service-toolkit.streamlit.app
Language: Python
License: MIT
License Family: permissive
Topics: agents, langgraph, streamlit
Last push: 2026-08-23T21:08:25+00:00

## Health v2 (maintenance only)
Score: 68/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 99, release rhythm 35, longevity 54
- inputs: {"age_days": 759, "days_push": 10, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 4443, forks 764 (observed 2026-08-28T04:08:50.339315+00:00)

## What it is
A full toolkit for building and running an AI agent service using LangGraph, FastAPI, and Streamlit. It provides a template including a LangGraph agent, a FastAPI serving layer, a client, and a Streamlit chat interface.

## Use cases
- build a chatbot service with langgraph
- deploy an ai agent backend with fastapi
- create a streamlit chat ui for my agent
- template for starting a langgraph project
- serve multiple agents behind one api
- stream agent responses to a web frontend

## When to choose
- you want a production-style template for LangGraph agents with API and UI included
- you use Python and want FastAPI serving plus a ready-made chat frontend
- you want streaming, feedback, and human-in-the-loop patterns out of the box

## When to avoid
- you need a non-Python stack or a framework other than LangGraph
- you only need a simple single-file agent script without a service layer
- you want a hosted SaaS solution rather than self-hosted code

## Facets
- artifact type: framework
- maturity: active
- function: agent-framework, chatbot, api-framework, web-framework, chat-interface, rag, llm-inference
- domain: large-language-models, chatbots, web-development, developer-tools
- platform: python, self-hosted
- tags: langgraph, fastapi, streamlit, pydantic, agent-template, boilerplate, ai-agents, docker, web-server

## Member repositories
- JoshuaC215/agent-service-toolkit (main) score 68

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:08:50.339315+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T18:20:48.957592+00:00, confidence not recorded.
  - readme: https://github.com/JoshuaC215/agent-service-toolkit (fetched 2026-08-28T04:08:50.339315+00:00, sha 6fe211a1fdbe)
- Data as of 2026-08-30T08:39:29.467469+00:00.