{"id":3,"date":"2026-03-04T05:49:49","date_gmt":"2026-03-04T05:49:49","guid":{"rendered":"https:\/\/blog.rebalai.com\/ja\/2026\/03\/04\/langchain-vs-crewai-vs-anythingllm-2026\/"},"modified":"2026-03-18T22:00:14","modified_gmt":"2026-03-18T22:00:14","slug":"langchain-vs-crewai-vs-anythingllm-2026","status":"publish","type":"post","link":"https:\/\/blog.rebalai.com\/ja\/2026\/03\/04\/langchain-vs-crewai-vs-anythingllm-2026\/","title":{"rendered":"LangChain vs CrewAI vs AnythingLLM: 2026\u5e74\u306b\u9078\u3076\u3079\u304dAI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\uff1f\u5b8c\u5168\u6bd4\u8f03\u30ac\u30a4\u30c9"},"content":{"rendered":"<p><script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"BlogPosting\",\n  \"headline\": \"LangChain vs CrewAI vs AnythingLLM: 2026\u5e74\u306b\u9078\u3076\u3079\u304dAI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\uff1f\u5b8c\u5168\u6bd4\u8f03\u30ac\u30a4\u30c9\",\n  \"description\": \"LangChain vs CrewAI vs AnythingLLM: 2026\u5e74\u306b\u9078\u3076\u3079\u304dAI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\uff1f\u5b8c\u5168\u6bd4\u8f03\u30ac\u30a4\u30c9 LLM\u958b\u767a\u3092\u59cb\u3081\u3088\u3046\u3068\u3059\u308b\u958b\u767a\u8005\u304b\u3089\u300c\u3069\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u4f7f\u3048\u3070\u3044\u3044\u306e\uff1f\u300d\u3068\u3044\u3046\u8cea\u554f\u3092\u9031\u306b\u4f55\u5ea6\u3082\u53d7\u3051\u308b\u3002\u6b63\u76f4\u306a\u3068\u3053\u308d\u3001\u3053\u306e\u8cea\u554f\u306b\u4e00\u8a00\u3067\u7b54\u3048\u308b\u306e\u306f\u96e3\u3057\u3044\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6027\u8cea\u306b\u3088\u3063\u3066\u7b54\u3048\",\n  \"url\": \"https:\/\/blog.rebalai.com\/ja\/2026\/03\/04\/langchain-vs-crewai-vs-anythingllm-2026\/\",\n  \"datePublished\": \"2026-03-04T05:49:49\",\n  \"dateModified\": \"2026-03-05T17:39:39\",\n  \"inLanguage\": \"ja_JP\",\n  \"author\": {\n    \"@type\": \"Organization\",\n    \"name\": \"RebalAI\",\n    \"url\": \"https:\/\/blog.rebalai.com\/ja\/\"\n  },\n  \"publisher\": {\n    \"@type\": \"Organization\",\n    \"name\": \"RebalAI\",\n    \"logo\": {\n      \"@type\": \"ImageObject\",\n      \"url\": \"https:\/\/blog.rebalai.com\/wp-content\/uploads\/logo.png\"\n    }\n  },\n  \"mainEntityOfPage\": {\n    \"@type\": \"WebPage\",\n    \"@id\": \"https:\/\/blog.rebalai.com\/ja\/2026\/03\/04\/langchain-vs-crewai-vs-anythingllm-2026\/\"\n  }\n}\n<\/script><\/p>\n<h1>LangChain vs CrewAI vs AnythingLLM: 2026\u5e74\u306b\u9078\u3076\u3079\u304dAI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\uff1f\u5b8c\u5168\u6bd4\u8f03\u30ac\u30a4\u30c9<\/h1>\n<p>LLM\u958b\u767a\u3092\u59cb\u3081\u3088\u3046\u3068\u3059\u308b\u958b\u767a\u8005\u304b\u3089\u300c\u3069\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u4f7f\u3048\u3070\u3044\u3044\u306e\uff1f\u300d\u3068\u3044\u3046\u8cea\u554f\u3092\u9031\u306b\u4f55\u5ea6\u3082\u53d7\u3051\u308b\u3002\u6b63\u76f4\u306a\u3068\u3053\u308d\u3001\u3053\u306e\u8cea\u554f\u306b\u4e00\u8a00\u3067\u7b54\u3048\u308b\u306e\u306f\u96e3\u3057\u3044\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6027\u8cea\u306b\u3088\u3063\u3066\u7b54\u3048\u304c\u5168\u7136\u5909\u308f\u3063\u3066\u304f\u308b\u304b\u3089\u3060\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001LangChain\u30fbCrewAI\u30fbAnythingLLM\u306e3\u3064\u3092\u5b9f\u969b\u306b\u4f7f\u3063\u305f\u7d4c\u9a13\u3092\u3082\u3068\u306b\u3001\u305d\u308c\u305e\u308c\u306e\u300c\u672c\u5f53\u306e\u3068\u3053\u308d\u300d\u3092\u66f8\u3044\u3066\u3044\u304f\u3002<\/p>\n<hr \/>\n<h2>2026\u5e74\u306eLLM\u958b\u767a\u3001\u4f55\u304c\u5909\u308f\u3063\u305f\u304b<\/h2>\n<p>PoC\u3092\u4f5c\u308b\u306e\u306f\u8ab0\u3067\u3082\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3002\u554f\u984c\u306f\u300c\u305d\u308c\u3092\u672c\u756a\u3067\u52d5\u304b\u3059\u300d\u30d5\u30a7\u30fc\u30ba\u3060\u30022026\u5e74\u306b\u5165\u3063\u3066\u4f01\u696d\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5c0e\u5165\u304c\u672c\u683c\u5316\u3057\u305f\u3053\u3068\u3067\u3001\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u9078\u5b9a\u304c\u5358\u306a\u308b\u6280\u8853\u7684\u306a\u597d\u307f\u306e\u554f\u984c\u3067\u306f\u306a\u304f\u3001\u30c1\u30fc\u30e0\u306e\u751f\u7523\u6027\u3084\u30b7\u30b9\u30c6\u30e0\u306e\u4fdd\u5b88\u6027\u306b\u76f4\u7d50\u3059\u308b\u5224\u65ad\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u308b\u3002<\/p>\n<p>\u4eca\u5e74\u7279\u306b\u7121\u8996\u3067\u304d\u306a\u3044\u30c8\u30ec\u30f3\u30c9\u304c3\u3064\u3042\u308b\u3002<\/p>\n<ul>\n<li><strong>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5354\u8abf<\/strong>\uff1a\u8907\u6570\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u8a2d\u8a08<\/li>\n<li><strong>RAG\uff08Retrieval-Augmented Generation\uff09\u306e\u9ad8\u5ea6\u5316<\/strong>\uff1a\u72ec\u81ea\u30c7\u30fc\u30bf\u3068LLM\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u7cbe\u5ea6\u5411\u4e0a<\/li>\n<li><strong>\u30ed\u30fc\u30ab\u30ebLLM\u306e\u5b9f\u7528\u5316<\/strong>\uff1a\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u3084\u30b3\u30b9\u30c8\u9762\u304b\u3089\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u904b\u7528\u3078\u306e\u95a2\u5fc3\u5897\u52a0<\/li>\n<\/ul>\n<p>\u3053\u306e3\u70b9\u3092\u982d\u306b\u7f6e\u304d\u306a\u304c\u3089\u3001\u5404\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u898b\u3066\u3044\u3053\u3046\u3002<\/p>\n<hr \/>\n<h2>\u5404\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6982\u8981\u3068\u8a2d\u8a08\u601d\u60f3<\/h2>\n<h3>LangChain\uff1a\u67d4\u8edf\u6027\u3068\u62e1\u5f35\u6027\u306e\u738b\u8005<\/h3>\n<p>LangChain\u306f2022\u5e74\u672b\u306e\u767b\u5834\u4ee5\u6765\u3001LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306e\u30c7\u30d5\u30a1\u30af\u30c8\u30b9\u30bf\u30f3\u30c0\u30fc\u30c9\u3068\u3057\u3066\u541b\u81e8\u3057\u3066\u304d\u305f\u30022026\u5e74\u73fe\u5728\u3001\u30d0\u30fc\u30b8\u30e7\u30f30.3\u7cfb\u304c\u5b89\u5b9a\u7a3c\u50cd\u3057\u3066\u304a\u308a\u3001LangGraph\u3068LangSmith\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u304c\u5b8c\u6210\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p><strong>\u6838\u5fc3\u3068\u306a\u308b\u8a2d\u8a08\u601d\u60f3<\/strong>\u306f\u300c\u30c1\u30a7\u30fc\u30f3\uff08Chain\uff09\u300d\u3068\u300c\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u300d\u306e\u7d44\u307f\u5408\u308f\u305b\u3060\u3002\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3001LLM\u30e9\u30c3\u30d1\u30fc\u3001\u30e1\u30e2\u30ea\u7ba1\u7406\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3068\u3044\u3063\u305f\u5404\u8981\u7d20\u3092\u30e2\u30b8\u30e5\u30fc\u30eb\u3068\u3057\u3066\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3002<\/p>\n<pre><code class=\"language-python\">from langchain_openai import ChatOpenAI\nfrom langchain_core.prompts import ChatPromptTemplate\nfrom langchain_core.output_parsers import StrOutputParser\n\n# \u30b7\u30f3\u30d7\u30eb\u306aRAG\u30c1\u30a7\u30fc\u30f3\u306e\u69cb\u7bc9\u4f8b\nllm = ChatOpenAI(model=&quot;gpt-4o&quot;, temperature=0)\n\nprompt = ChatPromptTemplate.from_messages([\n    (&quot;system&quot;, &quot;\u3042\u306a\u305f\u306f\u89aa\u5207\u306a\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u53c2\u8003\u306b\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044:\\n{context}&quot;),\n    (&quot;human&quot;, &quot;{question}&quot;)\n])\n\nchain = prompt | llm | StrOutputParser()\n\nresponse = chain.invoke({\n    &quot;context&quot;: &quot;LangChain\u306f2026\u5e74\u3082\u6d3b\u767a\u306b\u958b\u767a\u304c\u7d9a\u3044\u3066\u3044\u307e\u3059\u3002&quot;,\n    &quot;question&quot;: &quot;LangChain\u306e\u73fe\u72b6\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002&quot;\n})\nprint(response)\n<\/code><\/pre>\n<p><strong>LangGraph\u306b\u3088\u308b\u30b9\u30c6\u30fc\u30c8\u30d5\u30eb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/strong>\u306e\u5b9f\u88c5\u306f\u30012025\u5e74\u4ee5\u964d\u306eLangChain\u6d3b\u7528\u306e\u4e2d\u5fc3\u306b\u306a\u3063\u3066\u3044\u308b\u3002\u500b\u4eba\u7684\u306b\u6700\u521d\u306f\u300c\u308f\u3056\u308f\u3056\u30b0\u30e9\u30d5\u69cb\u9020\u3067\u66f8\u304f\u5fc5\u8981\u3042\u308b\uff1f\u300d\u3068\u601d\u3063\u3066\u3044\u305f\u304c\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u72b6\u614b\u7ba1\u7406\u304c\u8907\u96d1\u306b\u306a\u3063\u3066\u304f\u308b\u3068\u3001\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u3042\u308a\u304c\u305f\u3055\u304c\u5206\u304b\u3063\u3066\u304f\u308b\u3002<\/p>\n<pre><code class=\"language-python\">from langgraph.graph import StateGraph, END\nfrom typing import TypedDict, Annotated\nimport operator\n\nclass AgentState(TypedDict):\n    messages: Annotated[list, operator.add]\n    next_action: str\n\ndef research_node(state: AgentState):\n    # \u30ea\u30b5\u30fc\u30c1\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u30ce\u30fc\u30c9\n    return {&quot;messages&quot;: [&quot;\u30ea\u30b5\u30fc\u30c1\u5b8c\u4e86&quot;], &quot;next_action&quot;: &quot;summarize&quot;}\n\ndef summarize_node(state: AgentState):\n    # \u8981\u7d04\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u30ce\u30fc\u30c9\n    return {&quot;messages&quot;: [&quot;\u8981\u7d04\u5b8c\u4e86&quot;], &quot;next_action&quot;: &quot;end&quot;}\n\n# \u30b0\u30e9\u30d5\u306e\u69cb\u7bc9\nworkflow = StateGraph(AgentState)\nworkflow.add_node(&quot;research&quot;, research_node)\nworkflow.add_node(&quot;summarize&quot;, summarize_node)\nworkflow.set_entry_point(&quot;research&quot;)\nworkflow.add_edge(&quot;research&quot;, &quot;summarize&quot;)\nworkflow.add_edge(&quot;summarize&quot;, END)\n\napp = workflow.compile()\n<\/code><\/pre>\n<hr \/>\n<h3>CrewAI\uff1a\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5354\u8abf\u306b\u7279\u5316\u3057\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/h3>\n<p>CrewAI\u306e\u9762\u767d\u3055\u306f\u3001\u300c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30c1\u30fc\u30e0\u7de8\u6210\u300d\u3068\u3044\u3046\u30b3\u30f3\u30bb\u30d7\u30c8\u306b\u3042\u308b\u3002\u4eba\u9593\u306e\u7d44\u7e54\u307f\u305f\u3044\u306b\u3001\u5f79\u5272\uff08Role\uff09\u3092\u6301\u3063\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u305f\u3061\u304c\u5354\u529b\u3057\u3066\u30bf\u30b9\u30af\u3092\u9054\u6210\u3059\u308b\u2014\u2014\u3053\u306e\u76f4\u611f\u7684\u306a\u30e2\u30c7\u30eb\u304c\u3001\u7279\u306b\u30d3\u30b8\u30cd\u30b9\u5bc4\u308a\u306e\u958b\u767a\u8005\u306b\u523a\u3055\u3063\u3066\u3044\u308b\u7406\u7531\u3060\u3068\u601d\u3046\u3002<\/p>\n<p>2026\u5e74\u306eCrewAI v0.8\u3067\u306f\u3001<strong>CrewAI Flows<\/strong>\u3068\u3044\u3046\u65b0\u6a5f\u80fd\u304c\u52a0\u308f\u308a\u3001\u3088\u308a\u7d30\u304b\u3044\u5236\u5fa1\u304c\u53ef\u80fd\u306b\u306a\u3063\u305f\u3002\u307e\u305f\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u306e<strong>CrewAI Enterprise<\/strong>\u30d7\u30e9\u30f3\u3082\u5145\u5b9f\u3057\u3001\u5546\u7528\u5229\u7528\u3067\u306e\u63a1\u7528\u304c\u6025\u5897\u3057\u3066\u3044\u308b\u3002<\/p>\n<pre><code class=\"language-python\">from crewai import Agent, Task, Crew, Process\nfrom crewai_tools import SerperDevTool\n\n# \u30c4\u30fc\u30eb\u306e\u6e96\u5099\nsearch_tool = SerperDevTool()\n\n# \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5b9a\u7fa9\nresearcher = Agent(\n    role=&quot;\u30b7\u30cb\u30a2\u30ea\u30b5\u30fc\u30c1\u30a2\u30ca\u30ea\u30b9\u30c8&quot;,\n    goal=&quot;\u6700\u65b0\u306eAI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u30c8\u30ec\u30f3\u30c9\u3092\u8abf\u67fb\u3057\u3001\u6b63\u78ba\u306a\u60c5\u5831\u3092\u53ce\u96c6\u3059\u308b&quot;,\n    backstory=&quot;&quot;&quot;\u3042\u306a\u305f\u306f10\u5e74\u4ee5\u4e0a\u306e\u7d4c\u9a13\u3092\u6301\u3064\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30a2\u30ca\u30ea\u30b9\u30c8\u3067\u3059\u3002\n    AI\u3068<a href=\"https:\/\/www.amazon.com\/s?k=machine+learning+book&#038;tag=synsun0f-20\" title=\"\u6a5f\u68b0\u5b66\u7fd2\u306e\u5165\u9580\u66f8 - Amazon\" rel=\"nofollow sponsored\" target=\"_blank\">\u6a5f\u68b0\u5b66\u7fd2<\/a>\u306e\u6700\u524d\u7dda\u3092\u8ffd\u3044\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002&quot;&quot;&quot;,\n    tools=[search_tool],\n    verbose=True\n)\n\nwriter = Agent(\n    role=&quot;\u30c6\u30c3\u30af\u30e9\u30a4\u30bf\u30fc&quot;,\n    goal=&quot;\u6280\u8853\u60c5\u5831\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u6574\u7406\u3057\u3001\u958b\u767a\u8005\u5411\u3051\u306e\u30ec\u30dd\u30fc\u30c8\u3092\u4f5c\u6210\u3059\u308b&quot;,\n    backstory=&quot;&quot;&quot;\u3042\u306a\u305f\u306f\u6280\u8853\u8a18\u4e8b\u306e\u57f7\u7b46\u7d4c\u9a13\u304c\u8c4a\u5bcc\u306a\u30e9\u30a4\u30bf\u30fc\u3067\u3059\u3002\n    \u8907\u96d1\u306a\u6982\u5ff5\u3092\u660e\u78ba\u306b\u8aac\u660e\u3059\u308b\u80fd\u529b\u306b\u9577\u3051\u3066\u3044\u307e\u3059\u3002&quot;&quot;&quot;,\n    verbose=True\n)\n\n# \u30bf\u30b9\u30af\u306e\u5b9a\u7fa9\nresearch_task = Task(\n    description=&quot;2026\u5e74\u306eAI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u6bd4\u8f03\u306b\u95a2\u3059\u308b\u6700\u65b0\u60c5\u5831\u3092\u8abf\u67fb\u3057\u3066\u304f\u3060\u3055\u3044\u3002&quot;,\n    expected_output=&quot;\u4e3b\u8981\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u7279\u5fb4\u3068\u6700\u65b0\u52d5\u5411\u3092\u307e\u3068\u3081\u305f\u30ec\u30dd\u30fc\u30c8&quot;,\n    agent=researcher\n)\n\nwriting_task = Task(\n    description=&quot;\u8abf\u67fb\u7d50\u679c\u3092\u57fa\u306b\u3001\u958b\u767a\u8005\u5411\u3051\u306e\u6bd4\u8f03\u8a18\u4e8b\u3092\u65e5\u672c\u8a9e\u3067\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002&quot;,\n    expected_output=&quot;3\u3064\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u6bd4\u8f03\u3057\u305f\u30de\u30fc\u30af\u30c0\u30a6\u30f3\u5f62\u5f0f\u306e\u8a18\u4e8b&quot;,\n    agent=writer\n)\n\n# \u30af\u30eb\u30fc\u306e\u7de8\u6210\u3068\u5b9f\u884c\ncrew = Crew(\n    agents=[researcher, writer],\n    tasks=[research_task, writing_task],\n    process=Process.sequential,\n    verbose=True\n)\n\nresult = crew.kickoff()\n<\/code><\/pre>\n<p>\u30cf\u30de\u308a\u3084\u3059\u3044\u843d\u3068\u3057\u7a74\u3068\u3057\u3066\u4e00\u70b9\uff1a<code>backstory<\/code>\u306e\u5185\u5bb9\u3092\u3044\u3044\u52a0\u6e1b\u306b\u66f8\u304f\u3068\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6319\u52d5\u304c\u3076\u308c\u3084\u3059\u3044\u3002\u300c\u7d4c\u9a13\u8c4a\u5bcc\u306a\u30a2\u30ca\u30ea\u30b9\u30c8\u300d\u3068\u3044\u3063\u305f\u62bd\u8c61\u7684\u306a\u8a18\u8ff0\u3088\u308a\u3001\u5177\u4f53\u7684\u306a\u5236\u7d04\u3084\u5224\u65ad\u57fa\u6e96\u3092\u66f8\u3044\u305f\u307b\u3046\u304c\u7d50\u679c\u304c\u5b89\u5b9a\u3059\u308b\u3002<\/p>\n<hr \/>\n<h3>AnythingLLM\uff1a\u30ce\u30fc\u30b3\u30fc\u30c9\u30fb\u30ed\u30fc\u30b3\u30fc\u30c9\u306e\u9078\u629e\u80a2<\/h3>\n<p>AnythingLLM\u306f\u4ed6\u306e2\u3064\u3068\u306f\u305d\u3082\u305d\u3082\u30ab\u30c6\u30b4\u30ea\u304c\u9055\u3046\u3002\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306a\u3057\u3067LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3067\u304d\u308b\u30aa\u30fc\u30eb\u30a4\u30f3\u30ef\u30f3\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3001<strong>\u30ed\u30fc\u30ab\u30ebLLM\u5bfe\u5fdc<\/strong>\u3068<strong>\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u91cd\u8996<\/strong>\u306e\u8a2d\u8a08\u304c\u7279\u5fb4\u3060\u3002\u793e\u5185\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092AI\u3067\u691c\u7d22\u3057\u305f\u3044\u3051\u3069<a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean <a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean \u30af\u30e9\u30a6\u30c9\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\" rel=\"nofollow sponsored\" target=\"_blank\">\u30af\u30e9\u30a6\u30c9<\/a>\u30db\u30b9\u30c6\u30a3\u30f3\u30b0&#8221; rel=&#8221;nofollow sponsored&#8221; target=&#8221;_blank&#8221;>\u30af\u30e9\u30a6\u30c9<\/a>\u306b\u4e0a\u3052\u305f\u304f\u306a\u3044\u2014\u2014\u305d\u3046\u3044\u3046\u30cb\u30fc\u30ba\u306b\u306f\u304b\u306a\u308a\u30cf\u30de\u308b\u3002<\/p>\n<p>2026\u5e74\u306eAnythingLLM\u306f\u3001API\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u901a\u3058\u305f\u5916\u90e8\u9023\u643a\u304c\u5f37\u5316\u3055\u308c\u3001\u958b\u767a\u8005\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306e\u5074\u9762\u3082\u5145\u5b9f\u3057\u3066\u304d\u305f\u3002<\/p>\n<pre><code class=\"language-bash\"># Docker \u3092\u4f7f\u3063\u305fAnythingLLM\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\ndocker pull mintplexlabs\/anythingllm\n\ndocker run -d -p 3001:3001 \\\n  --cap-add SYS_ADMIN \\\n  -v ${PWD}\/anythingllm_storage:\/app\/server\/storage \\\n  -v ${PWD}\/anythingllm_env:\/app\/server\/.env \\\n  -e STORAGE_DIR=&quot;\/app\/server\/storage&quot; \\\n  mintplexlabs\/anythingllm\n<\/code><\/pre>\n<pre><code class=\"language-javascript\">\/\/ AnythingLLM REST API\u3092\u4f7f\u3063\u305f\u7d71\u5408\u4f8b\nconst response = await fetch('http:\/\/localhost:3001\/api\/v1\/workspace\/my-workspace\/chat', {\n  method: 'POST',\n  headers: {\n    'Content-Type': 'application\/json',\n    'Authorization': `Bearer ${process.env.ANYTHINGLLM_API_KEY}`\n  },\n  body: JSON.stringify({\n    message: &quot;\u3053\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u8981\u70b9\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044&quot;,\n    mode: &quot;chat&quot;\n  })\n});\n\nconst data = await response.json();\nconsole.log(data.textResponse);\n<\/code><\/pre>\n<hr \/>\n<h2>3\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u5fb9\u5e95\u6bd4\u8f03<\/h2>\n<h3>\u6a5f\u80fd\u30fb\u7279\u6027\u6bd4\u8f03\u8868<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u6bd4\u8f03\u9805\u76ee<\/th>\n<th>LangChain<\/th>\n<th>CrewAI<\/th>\n<th>AnythingLLM<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u5b66\u7fd2\u30b3\u30b9\u30c8<\/strong><\/td>\n<td>\u9ad8\u3044<\/td>\n<td>\u4e2d\u7a0b\u5ea6<\/td>\n<td>\u4f4e\u3044<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027<\/strong><\/td>\n<td>\u975e\u5e38\u306b\u9ad8\u3044<\/td>\n<td>\u9ad8\u3044<\/td>\n<td>\u4f4e\u301c\u4e2d\u7a0b\u5ea6<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/strong><\/td>\n<td>LangGraph\u7d4c\u7531<\/td>\n<td>\u30cd\u30a4\u30c6\u30a3\u30d6\u5bfe\u5fdc<\/td>\n<td>\u9650\u5b9a\u7684<\/td>\n<\/tr>\n<tr>\n<td><strong>RAG\u6a5f\u80fd<\/strong><\/td>\n<td>\u5145\u5b9f<\/td>\n<td>\u57fa\u672c\u7684<\/td>\n<td>\u5145\u5b9f\uff08GUI\u64cd\u4f5c\uff09<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30ed\u30fc\u30ab\u30ebLLM\u5bfe\u5fdc<\/strong><\/td>\n<td>\u5bfe\u5fdc<\/td>\n<td>\u5bfe\u5fdc<\/td>\n<td>\u512a\u79c0<\/td>\n<\/tr>\n<tr>\n<td><strong>\u672c\u756a\u74b0\u5883\u5b9f\u7e3e<\/strong><\/td>\n<td>\u975e\u5e38\u306b\u591a\u3044<\/td>\n<td>\u5897\u52a0\u4e2d<\/td>\n<td>\u4e2d\u7a0b\u5ea6<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u898f\u6a21<\/strong><\/td>\n<td>\u6700\u5927\u7d1a<\/td>\n<td>\u5927\u304d\u3044<\/td>\n<td>\u4e2d\u898f\u6a21<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5546\u7528\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong><\/td>\n<td>MIT<\/td>\n<td>MIT<\/td>\n<td>MIT\uff08\u4e00\u90e8\u5236\u9650\u3042\u308a\uff09<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0<\/strong><\/td>\n<td>LangSmith<\/td>\n<td>\u72ec\u81ea\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9<\/td>\n<td>\u5185\u8535UI<\/td>\n<\/tr>\n<tr>\n<td><strong>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u54c1\u8cea<\/strong><\/td>\n<td>\u826f\u597d<\/td>\n<td>\u826f\u597d<\/td>\n<td>\u826f\u597d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u5225\u63a8\u5968\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/th>\n<th>\u63a8\u5968<\/th>\n<th>\u7406\u7531<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8907\u96d1\u306aRAG\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/td>\n<td><strong>LangChain<\/strong><\/td>\n<td>\u30d9\u30af\u30bf\u30fcDB\u7d71\u5408\u304c\u8c4a\u5bcc<\/td>\n<\/tr>\n<tr>\n<td>\u81ea\u5f8b\u578b\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/td>\n<td><strong>CrewAI<\/strong><\/td>\n<td>\u5f79\u5272\u5206\u62c5\u304c\u76f4\u611f\u7684<\/td>\n<\/tr>\n<tr>\n<td>\u793e\u5185\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u69cb\u7bc9<\/td>\n<td><strong>AnythingLLM<\/strong><\/td>\n<td>GUI\u64cd\u4f5c\u3067\u975e\u6280\u8853\u8005\u3082\u6271\u3048\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u30ea\u30b5\u30fc\u30c1\u81ea\u52d5\u5316<\/td>\n<td><strong>CrewAI<\/strong><\/td>\n<td>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5354\u8abf\u304c\u5f97\u610f<\/td>\n<\/tr>\n<tr>\n<td>\u30ab\u30b9\u30bf\u30e0\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/td>\n<td><strong>LangChain<\/strong><\/td>\n<td>\u7d30\u304b\u3044\u5236\u5fa1\u304c\u53ef\u80fd<\/td>\n<\/tr>\n<tr>\n<td>\u30aa\u30f3\u30d7\u30ec\u30df\u30b9AI<\/td>\n<td><strong>AnythingLLM<\/strong><\/td>\n<td>\u30ed\u30fc\u30ab\u30ebLLM\u5bfe\u5fdc\u304c\u512a\u79c0<\/td>\n<\/tr>\n<tr>\n<td>\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u958b\u767a<\/td>\n<td><strong>CrewAI<\/strong><\/td>\n<td>\u77ed\u671f\u9593\u3067\u52d5\u4f5c\u3059\u308b\u3082\u306e\u3092\u4f5c\u308c\u308b<\/td>\n<\/tr>\n<tr>\n<td>\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u7d71\u5408<\/td>\n<td><strong>LangChain<\/strong><\/td>\n<td>\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u304c\u6210\u719f\u3057\u3066\u3044\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h2>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/h2>\n<h3>LangChain\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u6226\u7565<\/h3>\n<p>LangChain\u306f<strong>LangServe<\/strong>\u3092\u4f7f\u3063\u305fAPI<a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean \u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d0\u30fc\" rel=\"nofollow sponsored\" target=\"_blank\">\u30b5\u30fc\u30d0\u30fc<\/a>\u5316\u3068\u3001<strong>LangSmith<\/strong>\u3092\u4f7f\u3063\u305f\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u306b\u3088\u308a\u3001<a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean <a href=\"https:\/\/m.do.co\/c\/06956e5e2802\" title=\"DigitalOcean \u672c\u756a\u74b0\u5883\u30af\u30e9\u30a6\u30c9\" rel=\"nofollow sponsored\" target=\"_blank\">\u672c\u756a\u74b0\u5883<\/a>\u30af\u30e9\u30a6\u30c9&#8221; rel=&#8221;nofollow sponsored&#8221; target=&#8221;_blank&#8221;>\u672c\u756a\u74b0\u5883<\/a>\u3067\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u6bd4\u8f03\u7684\u3084\u308a\u3084\u3059\u3044\u3002\u5927\u898f\u6a21\u306a\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a6\u30a3\u30f3\u30c9\u30a6\u7ba1\u7406\u3084\u975e\u540c\u671f\u51e6\u7406\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3002\u79c1\u304c\u7279\u306b\u91cd\u5b9d\u3057\u3066\u3044\u308b\u306e\u306fLangSmith\u306e\u30c8\u30ec\u30fc\u30b7\u30f3\u30b0\u6a5f\u80fd\u3067\u2014\u2014\u4f55\u304b\u304a\u304b\u3057\u3044\u6319\u52d5\u304c\u8d77\u304d\u305f\u3068\u304d\u306b\u539f\u56e0\u3092\u8ffd\u3046\u306e\u304c\u683c\u6bb5\u306b\u697d\u306b\u306a\u308b\u3002<\/p>\n<pre><code class=\"language-python\"># \u975e\u540c\u671f\u51e6\u7406\u306b\u3088\u308b\u9ad8\u901f\u5316\nimport asyncio\nfrom langchain_openai import ChatOpenAI\nfrom langchain_core.prompts import ChatPromptTemplate\n\nasync def process_batch(queries: list[str]) -&gt; list[str]:\n    llm = ChatOpenAI(model=&quot;gpt-4o&quot;)\n    prompt = ChatPromptTemplate.from_template(&quot;{query}\u306b\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u3002&quot;)\n    chain = prompt | llm\n\n    # \u4e26\u5217\u51e6\u7406\u3067\u8907\u6570\u30af\u30a8\u30ea\u3092\u540c\u6642\u5b9f\u884c\n    tasks = [chain.ainvoke({&quot;query&quot;: q}) for q in queries]\n    results = await asyncio.gather(*tasks)\n    return [r.content for r in results]\n<\/code><\/pre>\n<h3>CrewAI\u306e\u4e26\u5217\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5b9f\u884c<\/h3>\n<p>CrewAI\u306fv0.7\u4ee5\u964d\u3001<strong>Process.hierarchical<\/strong>\u30e2\u30fc\u30c9\u306b\u3088\u308b\u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4ecb\u3057\u305f\u52d5\u7684\u30bf\u30b9\u30af\u5272\u308a\u5f53\u3066\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u8907\u96d1\u306a\u4e26\u5217\u51e6\u7406\u3082\u5b9f\u73fe\u3067\u304d\u308b\u3002<\/p>\n<pre><code class=\"language-python\">from crewai import Crew, Process\n\n# \u4e26\u5217\u5b9f\u884c\u30e2\u30fc\u30c9\u306e\u4f8b\nparallel_crew = Crew(\n    agents=[agent1, agent2, agent3],\n    tasks=[task1, task2, task3],\n    process=Process.hierarchical,  # \u30de\u30cd\u30fc\u30b8\u30e3\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u8abf\u6574\n    manager_llm=ChatOpenAI(model=&quot;gpt-4o&quot;),\n    verbose=True\n)\n<\/code><\/pre>\n<hr \/>\n<h2>\u9078\u629e\u57fa\u6e96\uff1a\u3042\u306a\u305f\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5408\u3046\u306e\u306f\u3069\u308c\u304b<\/h2>\n<h3>LangChain\u3092\u9078\u3076\u3079\u304d\u5834\u5408<\/h3>\n<p>\u4ee5\u4e0b\u306e\u6761\u4ef6\u306b\u5f53\u3066\u306f\u307e\u308b\u306a\u3089\u3001LangChain\u3092\u9078\u3093\u3067\u304a\u3044\u3066\u9593\u9055\u3044\u306a\u3044\u3002<\/p>\n<ul>\n<li><strong>\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7d71\u5408\u304c\u5fc5\u8981<\/strong>\uff1a100\u4ee5\u4e0a\u306e\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u304c\u6a19\u6e96\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b<\/li>\n<li><strong>\u7d30\u7c92\u5ea6\u306e\u5236\u5fa1\u304c\u5fc5\u8981<\/strong>\uff1a\u30d7\u30ed\u30f3\u30d7\u30c8\u3001\u30e1\u30e2\u30ea\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3092\u500b\u5225\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u305f\u3044<\/li>\n<li><strong>\u9577\u671f\u904b\u7528\u3092\u898b\u636e\u3048\u3066\u3044\u308b<\/strong>\uff1a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3068\u4f01\u696d\u30b5\u30dd\u30fc\u30c8\u306e\u5b89\u5b9a\u6027\u304c\u9ad8\u3044<\/li>\n<li><strong>\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/strong>\uff1aLangGraph\u306b\u3088\u308b\u30b9\u30c6\u30fc\u30c8\u30de\u30b7\u30f3\u8a2d\u8a08\u304c\u6709\u52b9<\/li>\n<\/ul>\n<h3>CrewAI\u3092\u9078\u3076\u3079\u304d\u5834\u5408<\/h3>\n<ul>\n<li><strong>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6838\u5fc3\u6a5f\u80fd<\/strong>\uff1a\u30ea\u30b5\u30fc\u30c1\u2192\u5206\u6790\u2192\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306e\u3088\u3046\u306a\u9023\u7d9a\u30bf\u30b9\u30af<\/li>\n<li><strong>\u958b\u767a\u30b9\u30d4\u30fc\u30c9\u3092\u512a\u5148<\/strong>\uff1a\u5f79\u5272\u30d9\u30fc\u30b9\u306e\u8a2d\u8a08\u3067\u76f4\u611f\u7684\u306b\u5b9f\u88c5\u3067\u304d\u308b<\/li>\n<li><strong>\u4e2d\u5c0f\u898f\u6a21\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/strong>\uff1a\u904e\u5270\u306a\u8a2d\u5b9a\u306a\u3057\u306b\u52d5\u304f\u3082\u306e\u3092\u3055\u3063\u3055\u3068\u4f5c\u308a\u305f\u3044<\/li>\n<li><strong>\u30d3\u30b8\u30cd\u30b9\u30d7\u30ed\u30bb\u30b9\u81ea\u52d5\u5316<\/strong>\uff1a\u55b6\u696d\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3001\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u81ea\u52d5\u5316<\/li>\n<\/ul>\n<h3>AnythingLLM\u3092\u9078\u3076\u3079\u304d\u5834\u5408<\/h3>\n<ul>\n<li><strong>\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u4e3b\u306a\u30e6\u30fc\u30b6\u30fc<\/strong>\uff1aGUI\u30d9\u30fc\u30b9\u3067\u306e\u64cd\u4f5c\u304c\u6c42\u3081\u3089\u308c\u308b\u74b0\u5883<\/li>\n<li><strong>\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6700\u512a\u5148<\/strong>\uff1a\u5b8c\u5168\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u904b\u7528\u304c\u5fc5\u8981<\/li>\n<li><strong>\u793e\u5185\u6587\u66f8\u691c\u7d22\u30b7\u30b9\u30c6\u30e0<\/strong>\uff1aPDF\u3001Word\u3001\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u306e\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u5316<\/li>\n<li><strong>\u7d20\u65e9\u3044\u5c0e\u5165\u304c\u5fc5\u8981<\/strong>\uff1a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306a\u3057\u3067\u6570\u6642\u9593\u4ee5\u5185\u306b\u52d5\u304b\u3057\u305f\u3044<\/li>\n<\/ul>\n<hr \/>\n<h2>2026\u5e74\u306b\u5411\u3051\u305f\u5404\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7<\/h2>\n<p><strong>LangChain<\/strong>\u306f\u5f15\u304d\u7d9a\u304dLangGraph\u306e\u5f37\u5316\u3068\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5bfe\u5fdc\uff08\u753b\u50cf\u30fb\u97f3\u58f0\u30fb\u52d5\u753b\u306e\u7d71\u5408\u51e6\u7406\uff09\u306b\u6ce8\u529b\u3057\u3066\u3044\u308b\u3002\u7279\u306b<strong>\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30e6\u30fc\u30b9\uff08PC\u64cd\u4f5c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff09<\/strong>\u3068\u306e\u7d71\u5408\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p><strong>CrewAI<\/strong>\u306f\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u6a5f\u80fd\u306e\u62e1\u5145\u3068\u3001<strong>\u30af\u30eb\u30fc\u9593\u306e\u901a\u4fe1\u30d7\u30ed\u30c8\u30b3\u30eb<\/strong>\u306e\u6a19\u6e96\u5316\u3092\u9032\u3081\u3066\u3044\u308b\u3002\u6570\u5341\u301c\u6570\u767e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u5927\u898f\u6a21\u7d44\u7e54\u5411\u3051\u30c4\u30fc\u30eb\u3082\u958b\u767a\u4e2d\u3060\u3002<\/p>\n<p><strong>AnythingLLM<\/strong>\u306f<strong>\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebRAG<\/strong>\uff08\u753b\u50cf\u30fb\u8868\u30fb\u30b0\u30e9\u30d5\u3092\u542b\u3080\u6587\u66f8\u306e\u7406\u89e3\uff09\u3068\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u6a5f\u80fd\u306e\u8ffd\u52a0\u3092\u4e88\u5b9a\u3057\u3066\u3044\u308b\u3002<\/p>\n<hr \/>\n<h2>\u3069\u308c\u3092\u9078\u3076\u304b\u3088\u308a\u3001\u3069\u3046\u4f7f\u3046\u304b\u304c\u5927\u4e8b<\/h2>\n<p>\u300c\u6700\u3082\u512a\u308c\u305f\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300d\u306f\u5b58\u5728\u3057\u306a\u3044\u2014\u2014\u3053\u308c\u306f\u672c\u5f53\u306b\u305d\u3046\u3067\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u8981\u4ef6\u30fb\u30c1\u30fc\u30e0\u306e\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u30fb\u904b\u7528\u74b0\u5883\u306b\u3088\u3063\u3066\u7b54\u3048\u306f\u5909\u308f\u308b\u3002<\/p>\n<p><strong>\u5224\u65ad\u306e\u51fa\u767a\u70b9\u3068\u3057\u3066\u4ee5\u4e0b\u3092\u53c2\u8003\u306b\u3057\u3066\u307b\u3057\u3044\uff1a<\/strong><\/p>\n<table>\n<thead>\n<tr>\n<th>\u3042\u306a\u305f\u306e\u72b6\u6cc1<\/th>\n<th>\u63a8\u5968\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u30b3\u30fc\u30c9\u3067\u5168\u3066\u3092\u5236\u5fa1\u3057\u305f\u3044\u958b\u767a\u8005<\/td>\n<td>LangChain + LangGraph<\/td>\n<\/tr>\n<tr>\n<td>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30c1\u30fc\u30e0\u3092\u7d20\u65e9\u304f\u69cb\u7bc9\u3057\u305f\u3044<\/td>\n<td>CrewAI<\/td>\n<\/tr>\n<tr>\n<td>\u30b3\u30fc\u30c9\u3092\u66f8\u304b\u305a\u306bAI\u3092\u5c0e\u5165\u3057\u305f\u3044<\/td>\n<td>AnythingLLM<\/td>\n<\/tr>\n<tr>\n<td>3\u3064\u5168\u3066\u8a66\u3057\u305f\u3044<\/td>\n<td>LangChain\u304b\u3089\u59cb\u3081\u3066\u307f\u308b<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e00\u3064\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u56fa\u57f7\u3057\u306a\u3044\u3053\u3068\u304c\u91cd\u8981\u3060\u3002\u5b9f\u969b\u306e\u958b\u767a\u73fe\u5834\u3067\u306f\u3001<strong>LangChain\u3067\u30b3\u30a2\u30ed\u30b8\u30c3\u30af\u3092\u5b9f\u88c5\u3057\u3064\u3064\u3001CrewAI\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u8a2d\u8a08\u601d\u60f3\u3092\u53c2\u8003\u306b\u3059\u308b<\/strong>\u3068\u3044\u3063\u305f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3082\u5897\u3048\u3066\u3044\u308b\u3002<\/p>\n<p>\u79c1\u304c\u304a\u52e7\u3081\u3059\u308b\u306e\u306f\u3001\u307e\u305a\u5c0f\u3055\u306a\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u3092\u5404\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u5b9f\u88c5\u3057\u3066\u307f\u308b\u3053\u3068\u3002\u6280\u8853\u7684\u306a\u512a\u52a3\u3088\u308a\u3082<strong>\u958b\u767a\u30c1\u30fc\u30e0\u3068\u306e\u30de\u30c3\u30c1\u30f3\u30b0<\/strong>\u304c\u3001\u9577\u671f\u7684\u306a\u6210\u529f\u3092\u5de6\u53f3\u3059\u308b\u6700\u5927\u306e\u8981\u56e0\u306b\u306a\u308b\u304b\u3089\u3060\u3002\u673a\u4e0a\u306e\u6bd4\u8f03\u3088\u308a\u3001\u624b\u3092\u52d5\u304b\u3057\u3066\u78ba\u304b\u3081\u308b\u307b\u3046\u304c\u7d50\u5c40\u65e9\u3044\u3002<\/p>\n<hr \/>\n<p><em>\u672c\u8a18\u4e8b\u306e\u60c5\u5831\u306f2026\u5e743\u6708\u6642\u70b9\u306e\u3082\u306e\u3067\u3059\u3002\u5404\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u6025\u901f\u306b\u9032\u5316\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u6700\u65b0\u60c5\u5831\u306f\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>{ &#8220;@context&#8221;: &#8220;https:\/\/schema.org&#8221;, &#8220;@type&#8221;: &#8220;BlogPosting&#8221;, &#8220;headline&#8221;: &#8220;LangChain vs CrewAI vs AnythingLLM: 2026\u5e74\u306b\u9078\u3076\u3079\u304dAI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\uff1f\u5b8c\u5168\u6bd4\u8f03\u30ac\u30a4\u30c9&#8221;, &#8220;description&#8221;: <\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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