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Brunobkr/llama.cpp_AlgMor24_github

ΩFFFΣLLIa • llama.cpp • AlgMor24 ██████╗ ███████╗███████╗███████╗██╗ ██╗ ██╗ █████╗ ██╔═══██╗██╔════╝██╔════╝██╔════╝██║ ██║ ██║██╔══██╗ ██║ ██║█████╗ █████╗ █████╗ ██║ ██║ ██║███████║ ██║ ██║██╔══╝ ██╔══╝ ██╔══╝ ██║ ██║ ██║██╔══██║ ╚██████╔╝██║ ██║ ███████╗███████╗███████╗██║██║ ██║ ╚═════╝ ╚═╝ ╚═╝ ╚══════╝╚══════╝╚══════╝╚═╝╚═╝ ╚═╝ High-Performance LLM / VLM Inference & Autonomous Agentic Ecosystem… See the full description on the dataset page: https://huggingface.co/datasets/Brunobkr/llama.cpp_AlgMor24_github.

sourceHugging Faceupdated 2mo agoView on Hugging Face
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mcp-flow.md227 linesDownload Raw Back to flows
1```mermaid2sequenceDiagram3    participant UI as 🧩 McpServersSettings / ChatForm4    participant chatStore as 🗄️ chatStore5    participant mcpStore as 🗄️ mcpStore6    participant mcpResStore as 🗄️ mcpResourceStore7    participant convStore as 🗄️ conversationsStore8    participant MCPSvc as ⚙️ MCPService9    participant LS as 💾 LocalStorage10    participant ExtMCP as 🔌 External MCP Server11 12    Note over mcpStore: State:<br/>isInitializing, error<br/>toolCount, connectedServers<br/>healthChecks (Map)<br/>connections (Map)<br/>toolsIndex (Map)<br/>serverConfigs (Map)13 14    Note over mcpResStore: State:<br/>serverResources (Map)<br/>cachedResources (Map)<br/>subscriptions (Map)<br/>attachments[]15 16    %% ═══════════════════════════════════════════════════════════════════════════17    Note over UI,ExtMCP: 🚀 INITIALIZATION (App Startup)18    %% ═══════════════════════════════════════════════════════════════════════════19 20    UI->>mcpStore: ensureInitialized()21    activate mcpStore22 23    mcpStore->>LS: get(MCP_SERVERS_LOCALSTORAGE_KEY)24    LS-->>mcpStore: MCPServerSettingsEntry[]25 26    mcpStore->>mcpStore: parseServerSettings(servers)27    Note right of mcpStore: Filter enabled servers<br/>Build MCPServerConfig objects<br/>Per-chat overrides checked via convStore28 29    loop For each enabled server30        mcpStore->>mcpStore: runHealthCheck(serverId)31        mcpStore->>mcpStore: updateHealthCheck(id, CONNECTING)32 33        mcpStore->>MCPSvc: connect(serverName, config, clientInfo, capabilities, onPhase)34        activate MCPSvc35 36        MCPSvc->>MCPSvc: createTransport(config)37        Note right of MCPSvc: WebSocket / StreamableHTTP / SSE<br/>with optional CORS proxy38 39        MCPSvc->>ExtMCP: Transport handshake40        ExtMCP-->>MCPSvc: Connection established41 42        MCPSvc->>ExtMCP: Initialize request43        Note right of ExtMCP: Exchange capabilities<br/>Server info, protocol version44 45        ExtMCP-->>MCPSvc: InitializeResult (serverInfo, capabilities)46 47        MCPSvc->>ExtMCP: listTools()48        ExtMCP-->>MCPSvc: Tool[]49 50        MCPSvc-->>mcpStore: MCPConnection51        deactivate MCPSvc52 53        mcpStore->>mcpStore: connections.set(serverName, connection)54        mcpStore->>mcpStore: indexTools(connection.tools, serverName)55        Note right of mcpStore: toolsIndex.set(toolName, serverName)<br/>Handle name conflicts with prefixes56 57        mcpStore->>mcpStore: updateHealthCheck(id, SUCCESS)58        mcpStore->>mcpStore: _connectedServers.push(serverName)59 60        alt Server supports resources61            mcpStore->>MCPSvc: listAllResources(connection)62            MCPSvc->>ExtMCP: listResources()63            ExtMCP-->>MCPSvc: MCPResource[]64            MCPSvc-->>mcpStore: resources65 66            mcpStore->>MCPSvc: listAllResourceTemplates(connection)67            MCPSvc->>ExtMCP: listResourceTemplates()68            ExtMCP-->>MCPSvc: MCPResourceTemplate[]69            MCPSvc-->>mcpStore: templates70 71            mcpStore->>mcpResStore: setServerResources(serverName, resources, templates)72        end73    end74 75    mcpStore->>mcpStore: _isInitializing = false76    deactivate mcpStore77 78    %% ═══════════════════════════════════════════════════════════════════════════79    Note over UI,ExtMCP: 🔧 TOOL EXECUTION (Chat with Tools)80    %% ═══════════════════════════════════════════════════════════════════════════81 82    UI->>mcpStore: executeTool(mcpCall: MCPToolCall, signal?)83    activate mcpStore84 85    mcpStore->>mcpStore: toolsIndex.get(mcpCall.function.name)86    Note right of mcpStore: Resolve serverName from toolsIndex<br/>MCPToolCall = {id, type, function: {name, arguments}}87 88    mcpStore->>mcpStore: acquireConnection()89    Note right of mcpStore: activeFlowCount++<br/>Prevent shutdown during execution90 91    mcpStore->>mcpStore: connection = connections.get(serverName)92 93    mcpStore->>MCPSvc: callTool(connection, {name, arguments}, signal)94    activate MCPSvc95 96    MCPSvc->>MCPSvc: throwIfAborted(signal)97    MCPSvc->>ExtMCP: callTool(name, arguments)98 99    alt Tool execution success100        ExtMCP-->>MCPSvc: ToolCallResult (content, isError)101        MCPSvc->>MCPSvc: formatToolResult(result)102        Note right of MCPSvc: Handle text, image (base64),<br/>embedded resource content103        MCPSvc-->>mcpStore: ToolExecutionResult104    else Tool execution error105        ExtMCP-->>MCPSvc: Error106        MCPSvc-->>mcpStore: throw Error107    else Aborted108        MCPSvc-->>mcpStore: throw AbortError109    end110 111    deactivate MCPSvc112 113    mcpStore->>mcpStore: releaseConnection()114    Note right of mcpStore: activeFlowCount--115 116    mcpStore-->>UI: ToolExecutionResult117    deactivate mcpStore118 119    %% ═══════════════════════════════════════════════════════════════════════════120    Note over UI,ExtMCP: � RESOURCE ATTACHMENT CONSUMPTION121    %% ═══════════════════════════════════════════════════════════════════════════122 123    chatStore->>mcpStore: consumeResourceAttachmentsAsExtras()124    activate mcpStore125    mcpStore->>mcpResStore: getAttachments()126    mcpResStore-->>mcpStore: MCPResourceAttachment[]127    mcpStore->>mcpStore: Convert attachments to message extras128    mcpStore->>mcpResStore: clearAttachments()129    mcpStore-->>chatStore: MessageExtra[] (for user message)130    deactivate mcpStore131 132    %% ═══════════════════════════════════════════════════════════════════════════133    Note over UI,ExtMCP: �📝 PROMPT OPERATIONS134    %% ═══════════════════════════════════════════════════════════════════════════135 136    UI->>mcpStore: getAllPrompts()137    activate mcpStore138 139    loop For each connected server with prompts capability140        mcpStore->>MCPSvc: listPrompts(connection)141        MCPSvc->>ExtMCP: listPrompts()142        ExtMCP-->>MCPSvc: Prompt[]143        MCPSvc-->>mcpStore: prompts144    end145 146    mcpStore-->>UI: MCPPromptInfo[] (with serverName)147    deactivate mcpStore148 149    UI->>mcpStore: getPrompt(serverName, promptName, args?)150    activate mcpStore151 152    mcpStore->>MCPSvc: getPrompt(connection, name, args)153    MCPSvc->>ExtMCP: getPrompt({name, arguments})154    ExtMCP-->>MCPSvc: GetPromptResult (messages)155    MCPSvc-->>mcpStore: GetPromptResult156 157    mcpStore-->>UI: GetPromptResult158    deactivate mcpStore159 160    %% ═══════════════════════════════════════════════════════════════════════════161    Note over UI,ExtMCP: 📁 RESOURCE OPERATIONS162    %% ═══════════════════════════════════════════════════════════════════════════163 164    UI->>mcpResStore: addAttachment(resourceInfo)165    activate mcpResStore166    mcpResStore->>mcpResStore: Create MCPResourceAttachment (loading: true)167    mcpResStore-->>UI: attachment168 169    UI->>mcpStore: readResource(serverName, uri)170    activate mcpStore171 172    mcpStore->>MCPSvc: readResource(connection, uri)173    MCPSvc->>ExtMCP: readResource({uri})174    ExtMCP-->>MCPSvc: MCPReadResourceResult (contents)175    MCPSvc-->>mcpStore: contents176 177    mcpStore-->>UI: MCPResourceContent[]178    deactivate mcpStore179 180    UI->>mcpResStore: updateAttachmentContent(attachmentId, content)181    mcpResStore->>mcpResStore: cacheResourceContent(resource, content)182    deactivate mcpResStore183 184    %% ═══════════════════════════════════════════════════════════════════════════185    Note over UI,ExtMCP: 🔄 AUTO-RECONNECTION186    %% ═══════════════════════════════════════════════════════════════════════════187 188    Note over mcpStore: On WebSocket close or connection error:189    mcpStore->>mcpStore: autoReconnect(serverName, attempt)190    activate mcpStore191 192    mcpStore->>mcpStore: Calculate backoff delay193    Note right of mcpStore: delay = min(30s, 1s * 2^attempt)194 195    mcpStore->>mcpStore: Wait for delay196    mcpStore->>mcpStore: reconnectServer(serverName)197 198    alt Reconnection success199        mcpStore->>mcpStore: updateHealthCheck(id, SUCCESS)200    else Max attempts reached201        mcpStore->>mcpStore: updateHealthCheck(id, ERROR)202    end203    deactivate mcpStore204 205    %% ═══════════════════════════════════════════════════════════════════════════206    Note over UI,ExtMCP: 🛑 SHUTDOWN207    %% ═══════════════════════════════════════════════════════════════════════════208 209    UI->>mcpStore: shutdown()210    activate mcpStore211 212    mcpStore->>mcpStore: Wait for activeFlowCount == 0213 214    loop For each connection215        mcpStore->>MCPSvc: disconnect(connection)216        MCPSvc->>MCPSvc: transport.onclose = undefined217        MCPSvc->>ExtMCP: close()218    end219 220    mcpStore->>mcpStore: connections.clear()221    mcpStore->>mcpStore: toolsIndex.clear()222    mcpStore->>mcpStore: _connectedServers = []223 224    mcpStore->>mcpResStore: clear()225    deactivate mcpStore226```227 
Brunobkr/llama.cpp_AlgMor24_github · Team Ai