307 lines
6.5 KiB
Go
307 lines
6.5 KiB
Go
package main
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import (
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"fmt"
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"log"
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"math/rand"
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"net/http"
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"os"
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"strings"
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"github.com/donseba/go-htmx"
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fiber "github.com/gofiber/fiber/v2"
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. "github.com/mudler/local-agent-framework/agent"
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"github.com/mudler/local-agent-framework/llm"
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"github.com/mudler/local-agent-framework/llm/rag"
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)
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type (
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App struct {
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htmx *htmx.HTMX
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pool *AgentPool
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}
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)
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var testModel = os.Getenv("TEST_MODEL")
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var apiURL = os.Getenv("API_URL")
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var apiKey = os.Getenv("API_KEY")
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var vectorStore = os.Getenv("VECTOR_STORE")
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var kbdisableIndexing = os.Getenv("KBDISABLEINDEX")
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const defaultChunkSize = 4098
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func init() {
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if testModel == "" {
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testModel = "hermes-2-pro-mistral"
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}
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if apiURL == "" {
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apiURL = "http://192.168.68.113:8080"
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}
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}
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func htmlIfy(s string) string {
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s = strings.TrimSpace(s)
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s = strings.ReplaceAll(s, "\n", "<br>")
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return s
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}
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func main() {
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// current dir
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cwd, err := os.Getwd()
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if err != nil {
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panic(err)
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}
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stateDir := cwd + "/pool"
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os.MkdirAll(stateDir, 0755)
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var dbStore RAGDB
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lai := llm.NewClient(apiKey, apiURL+"/v1")
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switch vectorStore {
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case "localai":
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laiStore := rag.NewStoreClient(apiURL, apiKey)
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dbStore = rag.NewLocalAIRAGDB(laiStore, lai)
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default:
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var err error
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dbStore, err = rag.NewChromemDB("local-agent-framework", stateDir, lai)
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if err != nil {
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panic(err)
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}
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}
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pool, err := NewAgentPool(testModel, apiURL, stateDir, dbStore)
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if err != nil {
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panic(err)
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}
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db, err := NewInMemoryDB(stateDir, dbStore)
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if err != nil {
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panic(err)
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}
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if len(db.Database) > 0 && kbdisableIndexing != "true" {
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fmt.Println("Loading knowledgebase from disk, to skip run with KBDISABLEINDEX=true")
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if err := db.SaveToStore(); err != nil {
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fmt.Println("Error storing in the KB", err)
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}
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}
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app := &App{
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htmx: htmx.New(),
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pool: pool,
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}
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if err := pool.StartAll(); err != nil {
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panic(err)
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}
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// Initialize a new Fiber app
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webapp := fiber.New()
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// Serve static files
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webapp.Static("/", "./public")
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webapp.Get("/", func(c *fiber.Ctx) error {
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return c.Render("index.html", fiber.Map{
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"Agents": pool.List(),
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})
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})
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webapp.Get("/agents", func(c *fiber.Ctx) error {
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return c.Render("agents.html", fiber.Map{
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"Agents": pool.List(),
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})
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})
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webapp.Get("/create", func(c *fiber.Ctx) error {
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return c.Render("create.html", fiber.Map{
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"Title": "Hello, World!",
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"Actions": AvailableActions,
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"Connectors": AvailableConnectors,
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})
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})
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webapp.Get("/knowledgebase", func(c *fiber.Ctx) error {
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return c.Render("knowledgebase.html", fiber.Map{
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"Title": "Hello, World!",
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"KnowledgebaseItemsCount": len(db.Database),
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})
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})
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// Define a route for the GET method on the root path '/'
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webapp.Get("/sse/:name", func(c *fiber.Ctx) error {
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m := pool.GetManager(c.Params("name"))
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if m == nil {
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return c.SendStatus(404)
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}
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m.Handle(c, NewClient(randStringRunes(10)))
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return nil
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})
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webapp.Get("/notify/:name", app.Notify(pool))
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webapp.Post("/chat/:name", app.Chat(pool))
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webapp.Post("/create", app.Create(pool))
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webapp.Get("/delete/:name", app.Delete(pool))
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webapp.Post("/knowledgebase", app.KnowledgeBase(db))
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webapp.Get("/talk/:name", func(c *fiber.Ctx) error {
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return c.Render("chat.html", fiber.Map{
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// "Character": agent.Character,
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"Name": c.Params("name"),
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})
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})
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log.Fatal(webapp.Listen(":3000"))
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}
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func (a *App) KnowledgeBase(db *InMemoryDatabase) func(c *fiber.Ctx) error {
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return func(c *fiber.Ctx) error {
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payload := struct {
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URL string `form:"url"`
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ChunkSize int `form:"chunk_size"`
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}{}
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if err := c.BodyParser(&payload); err != nil {
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return err
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}
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website := payload.URL
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if website == "" {
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return fmt.Errorf("please enter a URL")
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}
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chunkSize := defaultChunkSize
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if payload.ChunkSize > 0 {
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chunkSize = payload.ChunkSize
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}
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go WebsiteToKB(website, chunkSize, db)
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return c.Redirect("/knowledgebase")
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}
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}
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func (a *App) Notify(pool *AgentPool) func(c *fiber.Ctx) error {
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return func(c *fiber.Ctx) error {
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payload := struct {
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Message string `form:"message"`
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}{}
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if err := c.BodyParser(&payload); err != nil {
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return err
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}
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query := payload.Message
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if query == "" {
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_, _ = c.Write([]byte("Please enter a message."))
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return nil
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}
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agent := pool.GetAgent(c.Params("name"))
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agent.Ask(
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WithText(query),
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)
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_, _ = c.Write([]byte("Message sent"))
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return nil
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}
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}
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func (a *App) Delete(pool *AgentPool) func(c *fiber.Ctx) error {
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return func(c *fiber.Ctx) error {
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if err := pool.Remove(c.Params("name")); err != nil {
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fmt.Println("Error removing agent", err)
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return c.Status(http.StatusInternalServerError).SendString(err.Error())
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}
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return c.Redirect("/agents")
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}
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}
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func (a *App) Create(pool *AgentPool) func(c *fiber.Ctx) error {
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return func(c *fiber.Ctx) error {
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config := AgentConfig{}
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if err := c.BodyParser(&config); err != nil {
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return err
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}
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fmt.Printf("Agent configuration: %+v\n", config)
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if config.Name == "" {
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c.Status(http.StatusBadRequest).SendString("Name is required")
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return nil
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}
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if err := pool.CreateAgent(config.Name, &config); err != nil {
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c.Status(http.StatusInternalServerError).SendString(err.Error())
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return nil
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}
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return c.Redirect("/agents")
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}
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}
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func (a *App) Chat(pool *AgentPool) func(c *fiber.Ctx) error {
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return func(c *fiber.Ctx) error {
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payload := struct {
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Message string `json:"message"`
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}{}
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if err := c.BodyParser(&payload); err != nil {
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return err
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}
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agentName := c.Params("name")
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manager := pool.GetManager(agentName)
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query := payload.Message
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if query == "" {
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_, _ = c.Write([]byte("Please enter a message."))
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return nil
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}
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manager.Send(
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NewMessage(
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chatDiv(query, "gray"),
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).WithEvent("messages"))
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go func() {
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agent := pool.GetAgent(agentName)
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if agent == nil {
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fmt.Println("Agent not found in pool", c.Params("name"))
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return
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}
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res := agent.Ask(
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WithText(query),
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)
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fmt.Println("response is", res.Response)
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manager.Send(
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NewMessage(
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chatDiv(res.Response, "blue"),
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).WithEvent("messages"))
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manager.Send(
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NewMessage(
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disabledElement("inputMessage", false), // show again the input
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).WithEvent("message_status"))
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//result := `<i>done</i>`
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// _, _ = w.Write([]byte(result))
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}()
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manager.Send(
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NewMessage(
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loader() + disabledElement("inputMessage", true),
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).WithEvent("message_status"))
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return nil
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}
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}
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var letterRunes = []rune("abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ")
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func randStringRunes(n int) string {
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b := make([]rune, n)
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for i := range b {
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b[i] = letterRunes[rand.Intn(len(letterRunes))]
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}
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return string(b)
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}
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