Scaffold Go plugin skeleton with Ollama client, conversation store, rate limiter

.golangci.yml

@@ -0,0 +1,7 @@
+linters:
+  enable:
+    - errcheck
+    - gosimple
+    - staticcheck
+    - ineffassign
+    - govet

DESIGN.md

@@ -175,8 +175,8 @@ ConversationStore.Append(userId, channelId, userMsg, assistantMsg)
                 "display_name": "Default Model",
                 "type": "text",
                 "help_text": "Model name to use when none is specified.",
-                "placeholder": "llama3.2",
+                "placeholder": "llama3:latest",
-                "default": "llama3.2"
+                "default": "llama3:latest"
             },
             {
                 "key": "SystemPrompt",

README.md

@@ -51,12 +51,35 @@ Configure via Mattermost **System Console → Plugins → Mattermore**:
 | Setting | Description | Default |
 |---|---|---|
 | Ollama Server URL | Base URL of the Ollama API | `http://localhost:11434` |
-| Default Model | Model used when none specified | `llama3.2` |
+| Default Model | Model used when none specified | `llama3:latest` |
 | System Prompt | Prepended to every conversation | `You are a helpful assistant.` |
 | Max Response Tokens | Max tokens per response (0 = model default) | `2048` |
 | Rate Limit | Requests/minute/user (0 = unlimited) | `10` |
 | Allowed User IDs | Comma-separated user IDs (empty = all users) | (empty) |
 
+## Local Testing
+
+A disposable Mattermost + PostgreSQL rig is provided in `dev/docker-compose.yml`:
+
+```bash
+# Start the test server (background)
+docker compose -f dev/docker-compose.yml up -d
+
+# Wait for health check (~45s first time)
+docker compose -f dev/docker-compose.yml ps
+
+# Upload your built plugin
+curl -X POST http://localhost:8065/api/v4/plugins \
+  -H "Authorization: Bearer $TOKEN" \
+  -F "plugin=@dist/com.forkless.mattermore-0.1.0.tar.gz"
+
+# Tear down (wipes DB + config)
+docker compose -f dev/docker-compose.yml down
+
+# Full reset (also removes volumes)
+docker compose -f dev/docker-compose.yml down -v
+```
+
 ## Build Targets
 
 ```bash

dev/docker-compose.yml

@@ -0,0 +1,65 @@
+# Mattermore — Local Mattermost testing rig
+# Start:  docker compose up -d
+# Stop:   docker compose down
+# URL:    http://localhost:8065
+# Reset:  docker compose down -v  (wipes DB + config)
+
+services:
+  postgres:
+    image: postgres:16-alpine
+    container_name: mattermore-db
+    environment:
+      POSTGRES_DB: mattermost_test
+      POSTGRES_USER: mmuser
+      POSTGRES_PASSWORD: mmuser_pass
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U mmuser -d mattermost_test"]
+      interval: 5s
+      timeout: 5s
+      retries: 5
+
+  mattermost:
+    image: mattermost/mattermost-team-edition:11.6.1
+    container_name: mattermore-server
+    depends_on:
+      postgres:
+        condition: service_healthy
+    environment:
+      # Database
+      MM_USERNAME: mmuser
+      MM_PASSWORD: mmuser_pass
+      MM_DBNAME: mattermost_test
+      MM_DBHOST: postgres:5432
+      # Server
+      MM_SERVICESETTINGS_SITEURL: http://localhost:8065
+      MM_SERVICESETTINGS_LISTENADDRESS: :8065
+      MM_SERVICESETTINGS_ENABLEDEVELOPER: "true"
+      MM_SERVICESETTINGS_ENABLEBOTACCOUNTCREATION: "true"
+      MM_SERVICESETTINGS_ENABLEUSERACCESSTOKENS: "true"
+      MM_SERVICESETTINGS_ENABLEAPI: "true"
+      MM_SERVICESETTINGS_ENABLECUSTOMGROUPS: "true"
+      MM_PLUGINSETTINGS_ENABLEUPLOADS: "true"
+      MM_PLUGINSETTINGS_ENABLE: "true"
+      MM_PLUGINSETTINGS_AUTOMATICPRECACHEDPLUGINS: "false"
+      MM_LOGSETTINGS_ENABLECONSOLE: "true"
+      MM_LOGSETTINGS_CONSOLELEVEL: "DEBUG"
+      MM_ANNOUNCEMENTSETTINGS_ADMINNOTICESENABLED: "false"
+    ports:
+      - "8065:8065"
+    volumes:
+      # Persistent plugin directory — mount the dist folder so you can
+      # upload plugins via UI or copy them directly:
+      - ./mattermost/plugins:/mattermost/data/plugins:rw
+      # Config override (optional — uncomment to persist config changes)
+      # - ./mattermost/config:/mattermost/config:rw
+      # Data volume for uploads, avatars, etc.
+      - mattermost-data:/mattermost/data:rw
+    healthcheck:
+      test: ["CMD-SHELL", "curl -sf http://localhost:8065/api/v4/system/ping | grep -q OK"]
+      interval: 10s
+      timeout: 5s
+      retries: 10
+      start_period: 30s
+
+volumes:
+  mattermost-data:

go.mod

@@ -0,0 +1,57 @@
+module gitea.forkless.com/forkless/mattermore
+
+go 1.26.4
+
+require github.com/mattermost/mattermost/server/public v0.4.0
+
+require (
+	github.com/Masterminds/semver/v3 v3.4.0 // indirect
+	github.com/beevik/etree v1.6.0 // indirect
+	github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
+	github.com/dyatlov/go-opengraph/opengraph v0.0.0-20220524092352-606d7b1e5f8a // indirect
+	github.com/fatih/color v1.19.0 // indirect
+	github.com/francoispqt/gojay v1.2.13 // indirect
+	github.com/go-asn1-ber/asn1-ber v1.5.7 // indirect
+	github.com/goccy/go-yaml v1.19.2 // indirect
+	github.com/golang/protobuf v1.5.4 // indirect
+	github.com/google/uuid v1.6.0 // indirect
+	github.com/gorilla/websocket v1.5.3 // indirect
+	github.com/hashicorp/errwrap v1.1.0 // indirect
+	github.com/hashicorp/go-hclog v1.6.3 // indirect
+	github.com/hashicorp/go-multierror v1.1.1 // indirect
+	github.com/hashicorp/go-plugin v1.7.0 // indirect
+	github.com/hashicorp/yamux v0.1.2 // indirect
+	github.com/jonboulle/clockwork v0.5.0 // indirect
+	github.com/lib/pq v1.12.0 // indirect
+	github.com/mattermost/go-i18n v1.11.1-0.20211013152124-5c415071e404 // indirect
+	github.com/mattermost/gosaml2 v0.10.0 // indirect
+	github.com/mattermost/ldap v0.0.0-20231116144001-0f480c025956 // indirect
+	github.com/mattermost/logr/v2 v2.0.22 // indirect
+	github.com/mattermost/xml-roundtrip-validator v0.1.0 // indirect
+	github.com/mattn/go-colorable v0.1.14 // indirect
+	github.com/mattn/go-isatty v0.0.20 // indirect
+	github.com/oklog/run v1.2.0 // indirect
+	github.com/pborman/uuid v1.2.1 // indirect
+	github.com/pelletier/go-toml v1.9.5 // indirect
+	github.com/philhofer/fwd v1.2.0 // indirect
+	github.com/pkg/errors v0.9.1 // indirect
+	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
+	github.com/russellhaering/goxmldsig v1.6.0 // indirect
+	github.com/stretchr/testify v1.11.1 // indirect
+	github.com/tinylib/msgp v1.6.3 // indirect
+	github.com/vmihailenco/msgpack/v5 v5.4.1 // indirect
+	github.com/vmihailenco/tagparser/v2 v2.0.0 // indirect
+	github.com/wiggin77/merror v1.0.5 // indirect
+	github.com/wiggin77/srslog v1.0.1 // indirect
+	golang.org/x/crypto v0.49.0 // indirect
+	golang.org/x/mod v0.34.0 // indirect
+	golang.org/x/net v0.52.0 // indirect
+	golang.org/x/sys v0.42.0 // indirect
+	golang.org/x/text v0.35.0 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20260319201613-d00831a3d3e7 // indirect
+	google.golang.org/grpc v1.79.3 // indirect
+	google.golang.org/protobuf v1.36.11 // indirect
+	gopkg.in/natefinch/lumberjack.v2 v2.2.1 // indirect
+	gopkg.in/yaml.v2 v2.4.0 // indirect
+	gopkg.in/yaml.v3 v3.0.1 // indirect
+)

go.sum

@@ -0,0 +1,331 @@
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+cloud.google.com/go v0.37.0/go.mod h1:TS1dMSSfndXH133OKGwekG838Om/cQT0BUHV3HcBgoo=
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+dmitri.shuralyov.com/service/change v0.0.0-20181023043359-a85b471d5412/go.mod h1:a1inKt/atXimZ4Mv927x+r7UpyzRUf4emIoiiSC2TN4=
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plugin.json

@@ -0,0 +1,75 @@
+{
+    "id": "com.forkless.mattermore",
+    "name": "Mattermore",
+    "description": "AI chat agent powered by Ollama.",
+    "version": "0.1.0",
+    "min_server_version": "11.6.1",
+    "server": {
+        "executables": {
+            "linux-amd64": "server/dist/plugin-linux-amd64",
+            "linux-arm64": "server/dist/plugin-linux-arm64",
+            "darwin-amd64": "server/dist/plugin-darwin-amd64",
+            "darwin-arm64": "server/dist/plugin-darwin-arm64"
+        }
+    },
+    "webapp": {},
+    "settings_schema": {
+        "header": "Configure the connection to your Ollama instance.",
+        "footer": "",
+        "settings": [
+            {
+                "key": "OllamaURL",
+                "display_name": "Ollama Server URL",
+                "type": "text",
+                "help_text": "Base URL of the Ollama API, e.g. http://10.0.0.5:11434",
+                "placeholder": "http://localhost:11434",
+                "default": "http://localhost:11434"
+            },
+            {
+                "key": "DefaultModel",
+                "display_name": "Default Model",
+                "type": "text",
+                "help_text": "Model name to use when none is specified.",
+                "placeholder": "llama3:latest",
+                "default": "llama3:latest"
+            },
+            {
+                "key": "SystemPrompt",
+                "display_name": "System Prompt",
+                "type": "text",
+                "help_text": "System prompt prepended to every conversation.",
+                "placeholder": "You are a helpful assistant.",
+                "default": "You are a helpful assistant."
+            },
+            {
+                "key": "MaxTokens",
+                "display_name": "Max Response Tokens",
+                "type": "number",
+                "help_text": "Maximum tokens per response (0 = model default).",
+                "default": 2048
+            },
+            {
+                "key": "RateLimitPerMinute",
+                "display_name": "Rate Limit (requests/minute/user)",
+                "type": "number",
+                "help_text": "Maximum requests per minute per user. 0 = unlimited.",
+                "default": 10
+            },
+            {
+                "key": "AllowedUserIDs",
+                "display_name": "Allowed User IDs (comma-separated)",
+                "type": "text",
+                "help_text": "Restrict to specific user IDs. Empty = all users.",
+                "default": ""
+            },
+            {
+                "key": "StopWords",
+                "display_name": "Stop Words (comma-separated)",
+                "type": "text",
+                "help_text": "When the user says one of these, the bot responds briefly and disengages.",
+                "placeholder": "thanks, thank you, bye, goodbye, that's all, done",
+                "default": "thanks, thank you, bye, goodbye, see you, that's all, that's it, done, all done, stop, quit, end"
+            }
+        ]
+    }
+}

server/command.go

@@ -0,0 +1,130 @@
+package main
+
+import (
+    "fmt"
+    "strings"
+
+    "github.com/mattermost/mattermost/server/public/model"
+    "github.com/mattermost/mattermost/server/public/plugin"
+)
+
+const helpText = `### Mattermore -- AI Chat Agent
+
+**@mention the bot in any channel to start a conversation.**
+
+**Commands:**
+
+- @mattermore <prompt> -- Chat with the default model
+- @mattermore model <name> <prompt> -- Use a specific model
+- @mattermore new -- Reset conversation context
+- @mattermore model list -- List available models
+- @mattermore help -- Show this help
+- @mattermore stop -- End the current conversation
+
+You can also use /ai <prompt> as an alternative.
+
+The bot responds only when addressed and disengages naturally.
+`
+
+// ExecuteCommand handles the /ai slash command.
+func (p *Plugin) ExecuteCommand(_ *plugin.Context, args *model.CommandArgs) (*model.CommandResponse, *model.AppError) {
+    trigger := strings.TrimSpace(strings.TrimPrefix(strings.TrimSpace(args.Command), "/ai"))
+    parts := parseArgs(trigger)
+
+    switch {
+    case len(parts) == 0 || parts[0] == "help":
+        return p.response(helpText), nil
+
+    case parts[0] == "new":
+        if err := p.conversationStore.Reset(args.UserId, args.ChannelId); err != nil {
+            return p.response("Failed to reset conversation."), nil
+        }
+        return p.response("Conversation reset. Start fresh with @mattermore <prompt>"), nil
+
+    case parts[0] == "model" && len(parts) >= 2 && parts[1] == "list":
+        return p.handleModelList(args)
+
+    case parts[0] == "model" && len(parts) >= 3:
+        modelName := parts[1]
+        prompt := strings.Join(parts[2:], " ")
+        return p.handlePrompt(args, modelName, prompt)
+
+    default:
+        return p.handlePrompt(args, "", strings.Join(parts, " "))
+    }
+}
+
+// handlePrompt processes a user prompt and returns the AI response.
+func (p *Plugin) handlePrompt(args *model.CommandArgs, modelName, prompt string) (*model.CommandResponse, *model.AppError) {
+    cfg := p.getConfiguration()
+
+    // Check rate limit.
+    if !p.rateLimiter.Allow(args.UserId) {
+        return p.response("Rate limit exceeded. Please wait before sending another request."), nil
+    }
+
+    // Check authorization.
+    if users := cfg.allowedUsers(); users != nil && !users[args.UserId] {
+        return p.response("You are not authorized to use this bot."), nil
+    }
+
+    // Check stop words before sending to Ollama.
+    if stopWordMatch(prompt, cfg.stopWordSet()) {
+        return p.response("Goodbye! Feel free to @mention me again anytime."), nil
+    }
+
+    // Build the conversation context.
+    var messages []ChatMessage
+    messages, err := p.conversationStore.BuildMessages(args.UserId, args.ChannelId, prompt)
+    if err != nil {
+        return p.response("Failed to build conversation context."), nil
+    }
+
+    // Determine model to use.
+    activeModel := cfg.DefaultModel
+    if modelName != "" {
+        activeModel = modelName
+    }
+
+    // Send to Ollama.
+    resp, err := p.ollamaClient.ChatCompletion(&ChatRequest{
+        Model:    activeModel,
+        Messages: messages,
+        Options:  map[string]any{},
+    })
+    if err != nil {
+        return p.response(fmt.Sprintf("Failed to get response from Ollama: %v", err)), nil
+    }
+
+    return &model.CommandResponse{
+        ResponseType: model.CommandResponseTypeEphemeral,
+        Text:         resp.Message.Content,
+    }, nil
+}
+
+// handleModelList queries Ollama for available models and returns them.
+func (p *Plugin) handleModelList(args *model.CommandArgs) (*model.CommandResponse, *model.AppError) {
+    models, err := p.ollamaClient.ListModels()
+    if err != nil {
+        return p.response("Failed to fetch models from Ollama."), nil
+    }
+    var b strings.Builder
+    b.WriteString("### Available Models\n\n")
+    for _, m := range models {
+        b.WriteString(fmt.Sprintf("- %s\n", m))
+    }
+    return p.response(b.String()), nil
+}
+
+// parseArgs splits a command string into tokens.
+func parseArgs(input string) []string {
+    return strings.Fields(input)
+}
+
+// response creates a standard ephemeral command response.
+func (p *Plugin) response(text string) *model.CommandResponse {
+    return &model.CommandResponse{
+        ResponseType: model.CommandResponseTypeEphemeral,
+        Text:         text,
+    }
+}

server/configuration.go

@@ -0,0 +1,112 @@
+package main
+
+import (
+    "fmt"
+    "net/url"
+    "strings"
+)
+
+// configuration holds the plugin settings from the System Console.
+type configuration struct {
+    OllamaURL          string
+    DefaultModel       string
+    SystemPrompt       string
+    MaxTokens          int
+    RateLimitPerMinute int
+    AllowedUserIDs     string
+    StopWords          string
+}
+
+// getConfiguration returns the current configuration, safe for concurrent use.
+func (p *Plugin) getConfiguration() *configuration {
+    p.configLock.RLock()
+    defer p.configLock.RUnlock()
+    return p.configuration
+}
+
+// setConfiguration updates the configuration and validates it.
+func (p *Plugin) setConfiguration(c *configuration) error {
+    p.configLock.Lock()
+    defer p.configLock.Unlock()
+
+    if c == nil {
+        return fmt.Errorf("nil configuration")
+    }
+
+    if err := c.validate(); err != nil {
+        return fmt.Errorf("invalid configuration: %w", err)
+    }
+
+    p.configuration = c
+    return nil
+}
+
+// validate checks that the configuration values are usable.
+func (c *configuration) validate() error {
+    if c.OllamaURL == "" {
+        return fmt.Errorf("OllamaURL must not be empty")
+    }
+    u, err := url.Parse(c.OllamaURL)
+    if err != nil {
+        return fmt.Errorf("OllamaURL is not a valid URL: %w", err)
+    }
+    if u.Scheme != "http" && u.Scheme != "https" {
+        return fmt.Errorf("OllamaURL must use http or https scheme, got %q", u.Scheme)
+    }
+    if c.DefaultModel == "" {
+        return fmt.Errorf("DefaultModel must not be empty")
+    }
+    if c.MaxTokens < 0 {
+        return fmt.Errorf("MaxTokens must not be negative")
+    }
+    if c.RateLimitPerMinute < 0 {
+        return fmt.Errorf("RateLimitPerMinute must not be negative")
+    }
+    return nil
+}
+
+// OnConfigurationChange is called by the Mattermost server when the plugin
+// configuration is changed in the System Console.
+func (p *Plugin) OnConfigurationChange() error {
+    var c configuration
+
+    // Load from the System Console settings.
+    if err := p.API.LoadPluginConfiguration(&c); err != nil {
+        return fmt.Errorf("failed to load plugin configuration: %w", err)
+    }
+
+    if err := p.setConfiguration(&c); err != nil {
+        return fmt.Errorf("failed to set configuration: %w", err)
+    }
+
+    return nil
+}
+
+// allowedUsers returns the set of user IDs allowed to use the plugin.
+// An empty set means all users are allowed.
+func (c *configuration) allowedUsers() map[string]bool {
+    if strings.TrimSpace(c.AllowedUserIDs) == "" {
+        return nil
+    }
+    users := make(map[string]bool)
+    for _, id := range strings.Split(c.AllowedUserIDs, ",") {
+        users[strings.TrimSpace(id)] = true
+    }
+    return users
+}
+
+// stopWordSet returns the set of stop words for the engagement engine.
+func (c *configuration) stopWordSet() map[string]bool {
+    if strings.TrimSpace(c.StopWords) == "" {
+        return map[string]bool{
+            "thanks": true, "thank you": true, "bye": true,
+            "goodbye": true, "that's all": true, "done": true,
+            "stop": true, "quit": true, "end": true,
+        }
+    }
+    words := make(map[string]bool)
+    for _, w := range strings.Split(c.StopWords, ",") {
+        words[strings.TrimSpace(strings.ToLower(w))] = true
+    }
+    return words
+}

server/main.go

@@ -0,0 +1,9 @@
+package main
+
+import (
+    "github.com/mattermost/mattermost/server/public/plugin"
+)
+
+func main() {
+    plugin.ClientMain(&Plugin{})
+}

server/ollama.go

@@ -0,0 +1,118 @@
+package main
+
+import (
+    "encoding/json"
+    "fmt"
+    "io"
+    "net/http"
+    "strings"
+    "time"
+)
+
+// OllamaClient communicates with the Ollama API.
+type OllamaClient struct {
+    baseURL    string
+    httpClient *http.Client
+}
+
+// NewOllamaClient creates a new client for the given Ollama server URL.
+func NewOllamaClient(baseURL string) *OllamaClient {
+    return &OllamaClient{
+        baseURL: strings.TrimRight(baseURL, "/"),
+        httpClient: &http.Client{
+            Timeout: 30 * time.Second,
+        },
+    }
+}
+
+// ChatMessage represents a message in the chat conversation.
+type ChatMessage struct {
+    Role    string `json:"role"`
+    Content string `json:"content"`
+}
+
+// ChatRequest is sent to Ollama's /api/chat endpoint.
+type ChatRequest struct {
+    Model    string         `json:"model"`
+    Messages []ChatMessage  `json:"messages"`
+    Stream   bool           `json:"stream"`
+    Options  map[string]any `json:"options,omitempty"`
+}
+
+// ChatResponse is the non-streaming response from Ollama.
+type ChatResponse struct {
+    Message         ChatMessage `json:"message"`
+    Done            bool        `json:"done"`
+    EvalCount       int         `json:"eval_count"`
+    PromptEvalCount int         `json:"prompt_eval_count"`
+}
+
+// ListModelsResponse is the response from /api/tags.
+type ListModelsResponse struct {
+    Models []struct {
+        Name string `json:"name"`
+    } `json:"models"`
+}
+
+// ChatCompletion sends a chat request and returns the full response.
+func (c *OllamaClient) ChatCompletion(req *ChatRequest) (*ChatResponse, error) {
+    req.Stream = false
+    body, err := json.Marshal(req)
+    if err != nil {
+        return nil, fmt.Errorf("marshal request: %w", err)
+    }
+
+    httpReq, err := http.NewRequest("POST", c.baseURL+"/api/chat", strings.NewReader(string(body)))
+    if err != nil {
+        return nil, fmt.Errorf("create request: %w", err)
+    }
+    httpReq.Header.Set("Content-Type", "application/json")
+
+    resp, err := c.httpClient.Do(httpReq)
+    if err != nil {
+        return nil, fmt.Errorf("http request: %w", err)
+    }
+    defer resp.Body.Close()
+
+    if resp.StatusCode != http.StatusOK {
+        respBody, _ := io.ReadAll(resp.Body)
+        return nil, fmt.Errorf("ollama returned status %d: %s", resp.StatusCode, strings.TrimSpace(string(respBody)))
+    }
+
+    var chatResp ChatResponse
+    if err := json.NewDecoder(resp.Body).Decode(&chatResp); err != nil {
+        return nil, fmt.Errorf("decode response: %w", err)
+    }
+
+    return &chatResp, nil
+}
+
+// ListModels fetches the list of available models from Ollama.
+func (c *OllamaClient) ListModels() ([]string, error) {
+    httpReq, err := http.NewRequest("GET", c.baseURL+"/api/tags", nil)
+    if err != nil {
+        return nil, fmt.Errorf("create request: %w", err)
+    }
+
+    resp, err := c.httpClient.Do(httpReq)
+    if err != nil {
+        return nil, fmt.Errorf("http request: %w", err)
+    }
+    defer resp.Body.Close()
+
+    if resp.StatusCode != http.StatusOK {
+        respBody, _ := io.ReadAll(resp.Body)
+        return nil, fmt.Errorf("ollama returned status %d: %s", resp.StatusCode, strings.TrimSpace(string(respBody)))
+    }
+
+    var listResp ListModelsResponse
+    if err := json.NewDecoder(resp.Body).Decode(&listResp); err != nil {
+        return nil, fmt.Errorf("decode response: %w", err)
+    }
+
+    models := make([]string, len(listResp.Models))
+    for i, m := range listResp.Models {
+        models[i] = m.Name
+    }
+    return models, nil
+}

server/plugin.go

@@ -0,0 +1,30 @@
+package main
+
+import (
+    "net/http"
+    "sync"
+
+    "github.com/mattermost/mattermost/server/public/plugin"
+)
+
+// Plugin implements the Mattermost plugin interface.
+type Plugin struct {
+    plugin.MattermostPlugin
+
+    configuration    *configuration
+    configLock       sync.RWMutex
+    botUserID        string
+    ollamaClient     *OllamaClient
+    conversationStore *ConversationStore
+    rateLimiter      *RateLimiter
+}
+
+// ServeHTTP allows the plugin to handle HTTP requests.
+// Not used in v0.1.0 — reserved for future metrics endpoint.
+func (p *Plugin) ServeHTTP(_ *plugin.Context, w http.ResponseWriter, r *http.Request) {
+    http.NotFound(w, r)
+}
+
+// Note: Plugin does not compile-check against plugin.Hooks because that
+// interface has ~60 methods. Instead, Implemented() tells the server which
+// hooks this plugin handles, and plugin.ClientMain handles the rest.

server/rate.go

@@ -0,0 +1,64 @@
+package main
+
+import (
+    "sync"
+    "time"
+)
+
+// RateLimiter implements a per-user token bucket rate limiter.
+type RateLimiter struct {
+    mu    sync.Mutex
+    users map[string]*bucket
+    rate  int // requests per minute
+}
+
+type bucket struct {
+    tokens     float64
+    lastRefill time.Time
+}
+
+// NewRateLimiter creates a rate limiter with the given rate (requests/minute).
+func NewRateLimiter(ratePerMinute int) *RateLimiter {
+    if ratePerMinute <= 0 {
+        ratePerMinute = 10
+    }
+    return &RateLimiter{
+        users: make(map[string]*bucket),
+        rate:  ratePerMinute,
+    }
+}
+
+// Allow checks if a request from the given user ID should be allowed.
+func (rl *RateLimiter) Allow(userID string) bool {
+    rl.mu.Lock()
+    defer rl.mu.Unlock()
+
+    b, exists := rl.users[userID]
+    now := time.Now()
+
+    if !exists {
+        b = &bucket{tokens: 1, lastRefill: now}
+        rl.users[userID] = b
+    }
+
+    elapsed := now.Sub(b.lastRefill).Seconds()
+    refill := elapsed * float64(rl.rate) / 60.0
+    b.tokens += refill
+    if b.tokens > 1 {
+        b.tokens = 1
+    }
+    b.lastRefill = now
+
+    if b.tokens >= 1 {
+        b.tokens--
+        return true
+    }
+    return false
+}
+
+// Reset clears all rate limiter state.
+func (rl *RateLimiter) Reset() {
+    rl.mu.Lock()
+    defer rl.mu.Unlock()
+    rl.users = make(map[string]*bucket)
+}

server/store.go

@@ -0,0 +1,117 @@
+package main
+
+import (
+    "encoding/json"
+    "fmt"
+    "strings"
+    "sync"
+    "time"
+)
+
+// ConversationStore manages conversation context in the Mattermost KV store.
+type ConversationStore struct {
+    api pluginKV
+    mu  sync.RWMutex
+}
+
+// pluginKV is the subset of the plugin API needed for KV operations.
+type pluginKV interface {
+    KVGet(key string) ([]byte, error)
+    KVSet(key string, value []byte) (bool, error)
+    KVDelete(key string) error
+}
+
+// NewConversationStore creates a new store backed by the plugin API.
+func NewConversationStore(api pluginKV) *ConversationStore {
+    return &ConversationStore{api: api}
+}
+
+// conversationSession holds the messages for a single user+channel session.
+type conversationSession struct {
+    UserID    string        `json:"user_id"`
+    ChannelID string        `json:"channel_id"`
+    Messages  []chatMsg     `json:"messages"`
+    UpdatedAt time.Time     `json:"updated_at"`
+}
+
+type chatMsg struct {
+    Role    string `json:"role"`
+    Content string `json:"content"`
+}
+
+const (
+    maxTurns   = 10
+    sessionTTL = 1 * time.Hour
+)
+
+func sessionKey(userID, channelID string) string {
+    return fmt.Sprintf("ctx_%s_%s", userID, channelID)
+}
+
+// BuildMessages retrieves session history and appends the user prompt,
+// returning the full message array for the Ollama API.
+func (s *ConversationStore) BuildMessages(userID, channelID, prompt string) ([]ChatMessage, error) {
+    s.mu.Lock()
+    defer s.mu.Unlock()
+
+    session := s.loadSession(userID, channelID)
+    if session == nil {
+        session = &conversationSession{
+            UserID:    userID,
+            ChannelID: channelID,
+            Messages:  []chatMsg{},
+        }
+    }
+
+    session.Messages = append(session.Messages, chatMsg{Role: "user", Content: prompt})
+
+    // Trim to max turns (keep newest).
+    if len(session.Messages) > maxTurns {
+        session.Messages = session.Messages[len(session.Messages)-maxTurns:]
+    }
+
+    session.UpdatedAt = time.Now()
+    _ = s.saveSession(session) // non-fatal
+
+    result := make([]ChatMessage, 0, len(session.Messages))
+    for _, m := range session.Messages {
+        result = append(result, ChatMessage{Role: m.Role, Content: m.Content})
+    }
+    return result, nil
+}
+
+// Reset clears the session for a user+channel.
+func (s *ConversationStore) Reset(userID, channelID string) error {
+    s.mu.Lock()
+    defer s.mu.Unlock()
+    return s.api.KVDelete(sessionKey(userID, channelID))
+}
+
+func (s *ConversationStore) loadSession(userID, channelID string) *conversationSession {
+    data, err := s.api.KVGet(sessionKey(userID, channelID))
+    if err != nil || data == nil {
+        return nil
+    }
+    var session conversationSession
+    if err := json.Unmarshal(data, &session); err != nil {
+        return nil
+    }
+    return &session
+}
+
+func (s *ConversationStore) saveSession(session *conversationSession) error {
+    data, err := json.Marshal(session)
+    if err != nil {
+        return fmt.Errorf("marshal session: %w", err)
+    }
+    _, err = s.api.KVSet(sessionKey(session.UserID, session.ChannelID), data)
+    return err
+}
+
+// stopWordMatch checks if the trimmed, lowercased prompt matches a stop word.
+func stopWordMatch(prompt string, stopWords map[string]bool) bool {
+    if stopWords == nil {
+        return false
+    }
+    return stopWords[strings.TrimSpace(strings.ToLower(prompt))]
+}