Fl stdio

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LangChain MCP AdaptersThis library provides a lightweight wrapper that makes Anthropic Model Context Protocol (MCP) tools compatible with LangChain and LangGraph.Features🛠️ Convert MCP tools into LangChain tools that can be used with LangGraph agents📦 A client implementation that allows you to connect to multiple MCP servers and load tools from themInstallationpip install langchain-mcp-adaptersQuickstartHere is a simple example of using the MCP tools with a LangGraph agent.">pip install langchain-mcp-adapters langgraph langchain-openaiexport OPENAI_API_KEY=your_api_key>ServerFirst, let's create an MCP server that can add and multiply numbers. int: """Add two numbers""" return a + [email protected]()def multiply(a: int, b: int) -> int: """Multiply two numbers""" return a * bif __name__ == "__main__": mcp.run(transport="stdio")"># math_server.pyfrom mcp.server.fastmcp import FastMCPmcp = FastMCP("Math")@mcp.tool()def add(a: int, b: int) -> int: """Add two numbers""" return a + [email protected]()def multiply(a: int, b: int) -> int: """Multiply two numbers""" return a * bif __name__ == "__main__": mcp.run(transport="stdio")Client# Create server parameters for stdio connectionfrom mcp import ClientSession, StdioServerParametersfrom mcp.client.stdio import stdio_clientfrom langchain_mcp_adapters.tools import load_mcp_toolsfrom langgraph.prebuilt import create_react_agentfrom langchain_openai import ChatOpenAImodel = ChatOpenAI(model="gpt-4o")server_params = StdioServerParameters( command="python", # Make sure to update to the full absolute path to your math_server.py file args=["/path/to/math_server.py"],)async with stdio_client(server_params) as (read, write): async with ClientSession(read, write) as session: # Initialize the connection await session.initialize() # Get tools tools = await load_mcp_tools(session) # Create and run the agent agent = create_react_agent(model, tools) agent_response = await agent.ainvoke({"messages": "what's (3 + 5) x 12?"})Multiple MCP ServersThe library also allows you to connect to multiple MCP servers and load tools from them:Server str: """Get weather for location.""" return "It's always sunny in New York"if __name__ == "__main__": mcp.run(transport="sse")"># math_server.py...# weather_server.pyfrom typing import Listfrom mcp.server.fastmcp import FastMCPmcp = FastMCP("Weather")@mcp.tool()async def get_weather(location: str) -> str: """Get weather for location.""" return "It's always sunny in New York"if __name__ == "__main__": mcp.run(transport="sse")Clientfrom langchain_mcp_adapters.client import MultiServerMCPClientfrom langgraph.prebuilt import create_react_agentfrom langchain_openai import ChatOpenAImodel = ChatOpenAI(model="gpt-4o")async with MultiServerMCPClient( { "math": { "command": "python", # Make sure to update to the full absolute path to your math_server.py file "args": ["/path/to/math_server.py"], "transport": "stdio", }, "weather": { # make sure you start your weather server on port 8000 "url": " "transport": "sse", } }) as client:

Dalya Posts: 1 Joined: 16 Mar 2020 19:30 Sort a List of Functors Hello everybody please, is there someone who can teach me How can I sort a list of functors based on the fourth atom? For instance, if I have the following list[p('a', 2.5, 2, 4), p('b', 7.5, 3, 1)], then the sorted copy of this list, in ascending order, would be [p('b', 7.5, 3, 1), p('a', 2.5, 2, 4)]. Gukalov VIP Member Posts: 68 Joined: 5 Oct 2011 15:16 Re: Sort a List of Functors Post by Gukalov » 25 Jun 2022 10:38 Generally, define your own COMPARATOR and use list::sortBy/2 or list::sortBy/3.Usually, it's enough "meaningful" functor and list::sort/1 or list::sort/2. Harrison Pratt VIP Member Posts: 458 Joined: 5 Nov 2000 0:01 Re: Sort a List of Functors Post by Harrison Pratt » 25 Jun 2022 15:45 Here's an example you can test for yourself as a console application.Code: Select alldomains pTerm = p(integer, integer, integer, integer). clauses run() :- PTerms = [p(1, 2, 3, 4), p(3, 2, 1, 0), p(6, 3, 1, 2), p(2, 5, 7, 8)], ValueN = { (Index, P) = I :- p(A, B, C, D) = P, I = list::nth(Index, [A, B, C, D]) }, Pos = 2, % Note: a 0-based index is used in the ValueN anonymous predicate SortedPTerms = list::sortBy({ (L, R) = compare(ValueN(Pos, L), ValueN(Pos, R)) }, PTerms), % stdio::write("\n\nUNSORTED"), foreach p(A, B, C, D) in PTerms do stdio::writef("\n%,%,%,%", A, B, C, D) end foreach, stdio::write("\n\nSORTED on position index (0...N)", Pos), foreach p(A, B, C, D) in SortedPTerms do stdio::writef("\n%,%,%,%", A, B, C, D) end foreach, !, _ = readline(). Gukalov VIP Member Posts: 68 Joined: 5 Oct 2011 15:16 Re: Sort a List of Functors Post by Gukalov » 26 Jun 2022 12:32 Code: Select alldomains pTerm = p(integer, integer, integer, integer). clauses run() :- PTerms = [p(6, 3, 1, 3), p(1, 2, 3, 4), p(3, 2, 1, 0), p(6, 3, 1, 2), p(2, 5, 7, 8)], Count = varM::new(0), ValueN = { (Index, P) = I :- p(A, B, C, D) = P, I = list::nth(Index, [A, B, C, D]), Count:value := Count:value + 1 }, Pos = 2, % Note: a 0-based index is used in the ValueN anonymous predicate Sorted1 = list::sortBy({ (L, R) = compare(ValueN(Pos, L), ValueN(Pos, R)) }, PTerms), console::write(Sorted1, "... ", Count:value), Count:value := 0, Sorted2 = sortByFun(PTerms, {(X) = ValueN(Pos, X)}, core::ascending), console::write("\n", Sorted2, "... ", Count:value), console::write("\n........................................."), _ = console::readLine(). class predicates sortByFun : (Elem1*, core::function{Elem1, Elem2}, core::sortOrder) -> Elem1*.clauses sortByFun(ListIn, Fun, Order) = ListOut :- ToSort = list::map(ListIn, {(Lj) = core::tuple(Fun(Lj), Lj)}), Sorted = list::sort(ToSort, Order), ListOut = list::map(Sorted, {(core::tuple(_, B)) = B}).[p(6,3,1,3),p(3,2,1,0),p(6,3,1,2),p(1,2,3,4),p(2,5,7,8)]... 20[p(3,2,1,0),p(6,3,1,2),p(6,3,1,3),p(1,2,3,4),p(2,5,7,8)]... 5......................................... Thomas Linder Puls VIP

Les extensions peuvent échanger des messages avec des applications natives à l'aide d'une API semblable aux autres API de transmission de messages. Les applications natives compatibles avec cette fonctionnalité doivent enregistrer un hôte de messagerie native pouvant communiquer avec l'extension. Chrome démarre l'hôte dans un processus distinct et communique avec lui à l'aide de flux d'entrée et de sortie standards.Hôte de messagerie nativePour enregistrer un hôte de messagerie native, l'application doit enregistrer un fichier qui définit la configuration de l'hôte de messagerie native.Voici un exemple de fichier:{ "name": "com.my_company.my_application", "description": "My Application", "path": "C:\\Program Files\\My Application\\chrome_native_messaging_host.exe", "type": "stdio", "allowed_origins": ["chrome-extension://knldjmfmopnpolahpmmgbagdohdnhkik/"]}Le fichier manifeste de l'hôte de messagerie natif doit être au format JSON valide et contenir les champs suivants:nameNom de l'hôte de messagerie native. Les clients transmettent cette chaîne à runtime.connectNative() ou runtime.sendNativeMessage(). Ce nom ne peut contenir que des caractères alphanumériques minuscules, des traits de soulignement et des points. Le nom ne doit pas commencer ni se terminer par un point, et un point ne doit pas être suivi d'un autre point.descriptionBrève description de l'application.pathChemin d'accès au binaire de l'hôte de messagerie native. Sous Linux et macOS, le chemin d'accès doit être absolu. Sous Windows, il peut être relatif au répertoire contenant le fichier manifeste. Le processus hôte est démarré avec le répertoire actuel défini sur le répertoire contenant le binaire hôte. Par exemple, si ce paramètre est défini sur C:\Application\nm_host.exe, il sera démarré avec le répertoire actuel "C:\Application".typeType d'interface utilisé pour communiquer avec l'hôte de messagerie natif. Ce paramètre a une valeur possible: stdio. Il indique que Chrome doit utiliser stdin et stdout pour communiquer avec l'hôte.allowed_originsListe des extensions qui doivent avoir accès à l'hôte de messagerie native. Les valeurs allowed-origins ne peuvent pas contenir de caractères génériques.Emplacement de l'hôte de messagerie nativeL'emplacement du fichier manifeste dépend de la

A classic problem from Artificial Intelligence: Structures and strategies for complex problem solving by George F. Luger and William A. Stubblefield.A farmer wishes to transfer (by boat) a wolf, a goat, and a cabbage from the left bank of a river to the right bank. If left unsupervised, the wolf will eat the goat and the goat will eat the cabbage, but nothing will happen as long as the farmer is near.Beside the farmer there is only room for one item in the boat.This is a way to solve the problem in Visual Prolog:implement main domains bank = start; target. state = s(bank Farmer, bank Wolf, bank Goat, bank Cabbage). constants initState : state = s(start, start, start, start). goalState : state = s(target, target, target, target). domains cargo = alone; wolf; goat; cabbage. move = m(cargo Cargo, bank After). class predicates solve : (state InitState) -> move* MoveList determ.clauses solve(Init) = MoveList :- MoveList = solve1(Init, [Init]), !. class predicates solve1 : (state S1, state* PreviousStates) -> move* MoveList nondeterm.clauses solve1(goalState, _PreviousStates) = [] :- % solved !. solve1(S1, PreviousStates) = [Move | MoveList] :- % make one step Move = move_nd(S1, S2), % avoid illegal states not(illegalState(S2)), % avoid states that we have already been in not(list::isMember(S2, PreviousStates)), % solve the rest MoveList = solve1(S2, [S2|PreviousStates]). class predicates move_nd : (state Before, state After [out]) -> move Move multi.clauses move_nd(s(A, X, Y, Z), s(B, X, Y, Z)) = m(alone, B) :- % sail alone B = oppositeBank(A). move_nd(s(A, A, X, Y), s(B, B, X, Y)) = m(wolf, B) :- % sail with wolf B = oppositeBank(A). move_nd(s(A, X, A, Y), s(B, X, B, Y)) = m(goat, B) :- % sail with goat B = oppositeBank(A). move_nd(s(A, X, Y, A), s(B, X, Y, B)) = m(cabbage, B) :- % sail with cabbage B = oppositeBank(A). class predicates oppositeBank : (bank Bank) -> bank Opposite.clauses oppositeBank(start) = target. oppositeBank(target) = start. class predicates illegalState : (state State) determ.clauses illegalState(s(A, B, B, _)) :- % wolf and goat opposite farmer B = oppositeBank(A), !. illegalState(s(A, _, B, B)) :- % goat and cabbage opposite farmer B = oppositeBank(A). clauses run():- console::init(), if MoveList = solve(initState) then foreach m(A,B) = list::getMember_nd(MoveList) do stdio::writef("Sail % to %\n", A, B) end foreach else stdio::write("No solution") end if. end implement main