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In this sectionUse cases, integrations, LLM providers, agent skills, and comparisons of 10xGraph with other agent frameworks.

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Use cases

  1. AI Agent Use Cases: Build with 10xGraphReference architectures for customer support, data extraction, coding, research and RAG agents built with 10xGraph, with the tools and failure modes of each.1 min
  2. Build a Customer Support AI Agent in PythonReference architecture for a production customer support AI agent in Python. Intent routing, ticket lookup, refund tools, and human handoff with 10xGraph.3 min
  3. Build a Data Extraction AI Agent in PythonHow to build a structured data extraction AI agent in Python. Pull entities, fields, and relationships from unstructured text with 10xGraph + Pydantic.3 min
  4. Build a Coding AI Agent in PythonHow to build a coding AI agent in Python. Code generation, file editing, test running, and the real-world tools production coding agents need.4 min
  5. Build a Research AI Agent in PythonHow to build a research AI agent in Python. Web search, source verification, synthesis, and citations. With 10xGraph code and production guardrails.3 min
  6. Build a RAG AI Agent in Python: Done RightHow to build a RAG AI agent in Python that scales beyond chat-with-your-PDFs. Hybrid retrieval, reranking, citations, and 10xGraph code.4 min

Integrations

  1. 10xGraph Integrations: FastAPI, Next.js, PostgresGuides for using 10xGraph with FastAPI, Next.js, CopilotKit and Postgres, plus the storage, messaging and tracing backends the core library supports.2 min
  2. 10xGraph with FastAPI: Embed an Agent in Your AppHow to embed an 10xGraph agent in your existing FastAPI service. Mount the runtime, add custom routes, share auth, and stream responses.3 min
  3. 10xGraph with Next.js: Build a Streaming Agent FrontendHow to call a 10xGraph Python agent from a Next.js frontend with streaming, auth, and typed responses. Server actions, route handlers, and 10xGraph.4 min
  4. 10xGraph with CopilotKit: Serve Your Agent over AG-UITurn on the AG-UI endpoint in the 10xGraph API server and connect a CopilotKit frontend, with streaming chat, tool calls, frontend tools, and shared state.5 min
  5. 10xGraph with Postgres: Durable Agent ThreadsHow to wire 10xGraph's PgCheckpointer to a Postgres + Redis backend for durable agent threads. Setup, schema, sizing, and operational patterns.3 min

Providers

  1. Providers10xGraph supports OpenAI, Google (Gemini, Vertex AI) and Anthropic (direct, Vertex AI, Bedrock), plus any OpenAI-compatible endpoint, via one Agent interface.2 min
  2. OpenAIConfigure the OpenAI provider in 10xGraph to run GPT and reasoning models, including the install extra, API key, and model settings.5 min
  3. GoogleConfigure the Google provider to run Gemini models via Google AI Studio or Vertex AI.7 min
  4. AnthropicConfigure the Anthropic provider to run Claude models via the Claude API, Google Cloud Vertex AI, or Amazon Bedrock.4 min

Skills

  1. SkillsInstall the bundled 10xGraph skill for Codex, Claude or GitHub Copilot so your coding assistant knows the framework, or give your own agents skills.4 min

Compare

  1. 10xGraph vs LangGraph, CrewAI, AutoGen: ComparedSourced comparisons of 10xGraph with LangGraph, CrewAI, AutoGen, LlamaIndex Agents and Google ADK, led by the production layer each framework includes.1 min
  2. 10xGraph vs LangGraph: Production Python Alternative10xGraph vs LangGraph compared on the production layer, with sources. Auth, thread isolation, replay-safe tools, versioned writes, timeouts, and deploy files.5 min
  3. 10xGraph vs CrewAI: Graphs vs Role-Based Crews10xGraph vs CrewAI compared with sources. Production server, auth, thread isolation, replay-safe tools and timeouts, plus where CrewAI is the better pick.6 min
  4. 10xGraph vs Microsoft AutoGen: Python Compared10xGraph vs Microsoft AutoGen compared with sources. AutoGen is in maintenance mode, so this covers the production layer and what Microsoft recommends instead.6 min
  5. 10xGraph vs LlamaIndex Agents: Runtime vs RAG10xGraph vs LlamaIndex Agents compared with sources: server, auth, thread isolation, replay-safe tools, and using LlamaIndex retrieval inside 10xGraph.6 min
  6. 10xGraph vs Google ADK: Open-Source Alternative10xGraph vs Google ADK compared with sources: API server, auth, thread isolation, replay-safe tools, sessions, and where ADK is the better pick.6 min