README.md

metadata

title: AgentForge Enterprise
emoji: 🧠
colorFrom: indigo
colorTo: blue
sdk: static
app_file: index.html
pinned: true
license: mit
short_description: Governed agentic RAG, MCP and evaluation platform
tags:
  - agentic-ai
  - langchain
  - langgraph
  - mcp
  - rag
  - llm
  - mlops
  - model-evaluation
  - responsible-ai
  - ci-cd

AgentForge Enterprise

Governed Agentic RAG + Tool-Use Platform with LangGraph, LangChain, MCP, Evaluation, Observability and Human Approval

AgentForge Enterprise is a recruiter-facing demonstration of a production-oriented LLM/agent platform. The public Hugging Face Space is intentionally a free Static Space; the executable FastAPI, LangGraph, LangChain adapter, MCP v2 server, policy controls, tests and Docker implementation live in GitHub.

Verified engineering evidence

Check	Executed result
Dependency installation	Passed
Ruff quality gate	Passed
Unit tests	6/6 passed
Deterministic contract evaluation	3/3 passed
Expected evidence recall in contract cases	1.0 for all 3 cases
Approval-policy correctness	Passed for all 3 cases
Docker image build	Passed
Dependency audit	Passed after audited build-toolchain hardening

Evidence boundary: the 3/3 result is a deterministic orchestration/evidence-policy contract evaluation, not an LLM quality benchmark. Provider-backed LLM accuracy, groundedness, latency, cost and production reliability are not claimed until separately executed and published.

Architecture

User / API
   ↓
Request validation + policy pre-check
   ↓
LangGraph supervisor workflow
   ├── Retrieval / evidence
   ├── MCP typed tools
   └── Human approval boundary for side effects
   ↓
Evidence-backed synthesis
   ↓
Trace + evaluation artifacts

Senior engineering signal

• LangGraph stateful orchestration
• LangChain provider abstraction
• MCP v2 typed tool interoperability
• evidence/provenance contracts
• prompt-injection policy checks
• allowlisted read/write tool governance
• human approval boundary for side effects
• reproducible offline evaluation
• FastAPI service contract
• Docker packaging
• CI/CD and dependency auditing

Explore

• GitHub source: https://github.com/singhankitsrf/AgentForge-Enterprise-Agentic-RAG
• Executed baseline evidence: https://github.com/singhankitsrf/AgentForge-Enterprise-Agentic-RAG/blob/main/evaluation/baseline.json
• Hugging Face Space: https://huggingface.co/spaces/singhankit491/agentforge-enterprise