refactoring
This commit is contained in:
Ettore Di Giacinto
43
core/state/config.go
Normal file
43
core/state/config.go
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@@ -0,0 +1,43 @@
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package state
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import (
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"github.com/mudler/local-agent-framework/core/agent"
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)
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type ConnectorConfig struct {
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Type string `json:"type"` // e.g. Slack
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Config string `json:"config"`
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}
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type ActionsConfig struct {
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Name string `json:"name"` // e.g. search
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Config string `json:"config"`
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}
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type AgentConfig struct {
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Connector []ConnectorConfig `json:"connectors" form:"connectors" `
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Actions []ActionsConfig `json:"actions" form:"actions"`
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// This is what needs to be part of ActionsConfig
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Model string `json:"model" form:"model"`
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Name string `json:"name" form:"name"`
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HUD bool `json:"hud" form:"hud"`
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StandaloneJob bool `json:"standalone_job" form:"standalone_job"`
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RandomIdentity bool `json:"random_identity" form:"random_identity"`
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InitiateConversations bool `json:"initiate_conversations" form:"initiate_conversations"`
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IdentityGuidance string `json:"identity_guidance" form:"identity_guidance"`
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PeriodicRuns string `json:"periodic_runs" form:"periodic_runs"`
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PermanentGoal string `json:"permanent_goal" form:"permanent_goal"`
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EnableKnowledgeBase bool `json:"enable_kb" form:"enable_kb"`
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EnableReasoning bool `json:"enable_reasoning" form:"enable_reasoning"`
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KnowledgeBaseResults int `json:"kb_results" form:"kb_results"`
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CanStopItself bool `json:"can_stop_itself" form:"can_stop_itself"`
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SystemPrompt string `json:"system_prompt" form:"system_prompt"`
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LongTermMemory bool `json:"long_term_memory" form:"long_term_memory"`
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SummaryLongTermMemory bool `json:"summary_long_term_memory" form:"summary_long_term_memory"`
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}
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type Connector interface {
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AgentResultCallback() func(state agent.ActionState)
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AgentReasoningCallback() func(state agent.ActionCurrentState) bool
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Start(a *agent.Agent)
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}
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212
core/state/memory.go
Normal file
212
core/state/memory.go
Normal file
@@ -0,0 +1,212 @@
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package state
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import (
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"encoding/json"
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"fmt"
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"io"
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"github.com/mudler/local-agent-framework/pkg/xlog"
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"net/http"
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"os"
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"strings"
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"sync"
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. "github.com/mudler/local-agent-framework/core/agent"
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"jaytaylor.com/html2text"
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sitemap "github.com/oxffaa/gopher-parse-sitemap"
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)
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type InMemoryDatabase struct {
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RAGDB
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sync.Mutex
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Database []string
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path string
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}
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func loadDB(path string) ([]string, error) {
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data, err := os.ReadFile(path)
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if err != nil {
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return nil, err
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}
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poolData := []string{}
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err = json.Unmarshal(data, &poolData)
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return poolData, err
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}
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func NewInMemoryDB(poolfile string, store RAGDB) (*InMemoryDatabase, error) {
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// if file exists, try to load an existing pool.
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// if file does not exist, create a new pool.
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if _, err := os.Stat(poolfile); err != nil {
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// file does not exist, return a new pool
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return &InMemoryDatabase{
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Database: []string{},
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path: poolfile,
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RAGDB: store,
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}, nil
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}
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poolData, err := loadDB(poolfile)
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if err != nil {
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return nil, err
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}
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db := &InMemoryDatabase{
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RAGDB: store,
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Database: poolData,
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path: poolfile,
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}
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if err := db.populateRAGDB(); err != nil {
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return nil, fmt.Errorf("error populating RAGDB: %w", err)
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}
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return db, nil
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}
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func (db *InMemoryDatabase) Data() []string {
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db.Lock()
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defer db.Unlock()
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return db.Database
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}
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func (db *InMemoryDatabase) populateRAGDB() error {
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for _, d := range db.Database {
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if d == "" {
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// skip empty chunks
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continue
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}
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err := db.RAGDB.Store(d)
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if err != nil {
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return fmt.Errorf("error storing in the KB: %w", err)
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}
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}
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return nil
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}
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func (db *InMemoryDatabase) Reset() error {
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db.Lock()
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db.Database = []string{}
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db.Unlock()
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if err := db.RAGDB.Reset(); err != nil {
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return err
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}
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return db.SaveDB()
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}
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func (db *InMemoryDatabase) save() error {
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data, err := json.Marshal(db.Database)
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if err != nil {
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return err
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}
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return os.WriteFile(db.path, data, 0644)
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}
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func (db *InMemoryDatabase) Store(entry string) error {
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db.Lock()
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defer db.Unlock()
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db.Database = append(db.Database, entry)
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if err := db.RAGDB.Store(entry); err != nil {
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return err
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}
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return db.save()
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}
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func (db *InMemoryDatabase) SaveDB() error {
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db.Lock()
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defer db.Unlock()
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return db.save()
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}
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func getWebPage(url string) (string, error) {
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resp, err := http.Get(url)
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if err != nil {
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return "", err
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}
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defer resp.Body.Close()
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body, err := io.ReadAll(resp.Body)
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if err != nil {
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return "", err
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}
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return html2text.FromString(string(body), html2text.Options{PrettyTables: true})
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}
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func getWebSitemap(url string) (res []string, err error) {
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err = sitemap.ParseFromSite(url, func(e sitemap.Entry) error {
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xlog.Info("Sitemap page: " + e.GetLocation())
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content, err := getWebPage(e.GetLocation())
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if err == nil {
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res = append(res, content)
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}
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return nil
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})
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return
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}
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func WebsiteToKB(website string, chunkSize int, db RAGDB) {
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content, err := getWebSitemap(website)
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if err != nil {
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xlog.Info("Error walking sitemap for website", err)
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}
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xlog.Info("Found pages: ", len(content))
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xlog.Info("ChunkSize: ", chunkSize)
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StringsToKB(db, chunkSize, content...)
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}
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func StringsToKB(db RAGDB, chunkSize int, content ...string) {
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for _, c := range content {
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chunks := splitParagraphIntoChunks(c, chunkSize)
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xlog.Info("chunks: ", len(chunks))
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for _, chunk := range chunks {
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xlog.Info("Chunk size: ", len(chunk))
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db.Store(chunk)
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}
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}
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}
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// splitParagraphIntoChunks takes a paragraph and a maxChunkSize as input,
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// and returns a slice of strings where each string is a chunk of the paragraph
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// that is at most maxChunkSize long, ensuring that words are not split.
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func splitParagraphIntoChunks(paragraph string, maxChunkSize int) []string {
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if len(paragraph) <= maxChunkSize {
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return []string{paragraph}
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}
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var chunks []string
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var currentChunk strings.Builder
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words := strings.Fields(paragraph) // Splits the paragraph into words.
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for _, word := range words {
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// If adding the next word would exceed maxChunkSize (considering a space if not the first word in a chunk),
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// add the currentChunk to chunks, and reset currentChunk.
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if currentChunk.Len() > 0 && currentChunk.Len()+len(word)+1 > maxChunkSize { // +1 for the space if not the first word
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chunks = append(chunks, currentChunk.String())
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currentChunk.Reset()
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} else if currentChunk.Len() == 0 && len(word) > maxChunkSize { // Word itself exceeds maxChunkSize, split the word
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chunks = append(chunks, word)
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continue
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}
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// Add a space before the word if it's not the beginning of a new chunk.
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if currentChunk.Len() > 0 {
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currentChunk.WriteString(" ")
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}
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// Add the word to the current chunk.
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currentChunk.WriteString(word)
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}
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// After the loop, add any remaining content in currentChunk to chunks.
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if currentChunk.Len() > 0 {
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chunks = append(chunks, currentChunk.String())
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}
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return chunks
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}
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437
core/state/pool.go
Normal file
437
core/state/pool.go
Normal file
@@ -0,0 +1,437 @@
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package state
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import (
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"context"
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"encoding/json"
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"fmt"
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"os"
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"path/filepath"
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"sort"
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"sync"
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"time"
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"github.com/mudler/local-agent-framework/core/agent"
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. "github.com/mudler/local-agent-framework/core/agent"
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"github.com/mudler/local-agent-framework/core/sse"
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"github.com/mudler/local-agent-framework/pkg/utils"
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"github.com/mudler/local-agent-framework/pkg/xlog"
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)
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type AgentPool struct {
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sync.Mutex
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file string
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pooldir string
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pool AgentPoolData
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agents map[string]*Agent
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managers map[string]sse.Manager
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agentStatus map[string]*Status
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agentMemory map[string]*InMemoryDatabase
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apiURL, model string
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ragDB RAGDB
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availableActions func(*AgentConfig) func(ctx context.Context) []Action
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connectors func(*AgentConfig) []Connector
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timeout string
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}
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type Status struct {
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ActionResults []ActionState
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}
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func (s *Status) addResult(result ActionState) {
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// If we have more than 10 results, remove the oldest one
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if len(s.ActionResults) > 10 {
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s.ActionResults = s.ActionResults[1:]
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}
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s.ActionResults = append(s.ActionResults, result)
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}
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func (s *Status) Results() []ActionState {
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return s.ActionResults
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}
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type AgentPoolData map[string]AgentConfig
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func loadPoolFromFile(path string) (*AgentPoolData, error) {
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data, err := os.ReadFile(path)
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if err != nil {
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return nil, err
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}
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poolData := &AgentPoolData{}
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err = json.Unmarshal(data, poolData)
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return poolData, err
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}
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func NewAgentPool(
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model, apiURL, directory string,
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RagDB RAGDB,
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availableActions func(*AgentConfig) func(ctx context.Context) []agent.Action,
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connectors func(*AgentConfig) []Connector,
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timeout string,
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) (*AgentPool, error) {
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// if file exists, try to load an existing pool.
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// if file does not exist, create a new pool.
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poolfile := filepath.Join(directory, "pool.json")
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if _, err := os.Stat(poolfile); err != nil {
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// file does not exist, create a new pool
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return &AgentPool{
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file: poolfile,
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pooldir: directory,
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apiURL: apiURL,
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model: model,
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ragDB: RagDB,
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agents: make(map[string]*Agent),
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pool: make(map[string]AgentConfig),
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agentStatus: make(map[string]*Status),
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managers: make(map[string]sse.Manager),
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agentMemory: make(map[string]*InMemoryDatabase),
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connectors: connectors,
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availableActions: availableActions,
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timeout: timeout,
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}, nil
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}
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poolData, err := loadPoolFromFile(poolfile)
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if err != nil {
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return nil, err
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}
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return &AgentPool{
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file: poolfile,
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apiURL: apiURL,
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pooldir: directory,
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ragDB: RagDB,
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model: model,
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agents: make(map[string]*Agent),
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managers: make(map[string]sse.Manager),
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agentStatus: map[string]*Status{},
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agentMemory: map[string]*InMemoryDatabase{},
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pool: *poolData,
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connectors: connectors,
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availableActions: availableActions,
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timeout: timeout,
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}, nil
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}
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// CreateAgent adds a new agent to the pool
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// and starts it.
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// It also saves the state to the file.
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func (a *AgentPool) CreateAgent(name string, agentConfig *AgentConfig) error {
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if _, ok := a.pool[name]; ok {
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return fmt.Errorf("agent %s already exists", name)
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}
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a.pool[name] = *agentConfig
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if err := a.Save(); err != nil {
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return err
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}
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return a.startAgentWithConfig(name, agentConfig)
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}
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func (a *AgentPool) List() []string {
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var agents []string
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for agent := range a.pool {
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agents = append(agents, agent)
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}
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// return a sorted list
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sort.SliceStable(agents, func(i, j int) bool {
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return agents[i] < agents[j]
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})
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return agents
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}
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func (a *AgentPool) GetStatusHistory(name string) *Status {
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a.Lock()
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defer a.Unlock()
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return a.agentStatus[name]
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}
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func (a *AgentPool) startAgentWithConfig(name string, config *AgentConfig) error {
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manager := sse.NewManager(5)
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ctx := context.Background()
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model := a.model
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if config.Model != "" {
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model = config.Model
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}
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if config.PeriodicRuns == "" {
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config.PeriodicRuns = "10m"
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}
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connectors := a.connectors(config)
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actions := a.availableActions(config)(ctx)
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stateFile, characterFile, knowledgeBase := a.stateFiles(name)
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|
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agentDB, err := NewInMemoryDB(knowledgeBase, a.ragDB)
|
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if err != nil {
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return err
|
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}
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|
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a.agentMemory[name] = agentDB
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|
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actionsLog := []string{}
|
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for _, action := range actions {
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actionsLog = append(actionsLog, action.Definition().Name.String())
|
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}
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connectorLog := []string{}
|
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for _, connector := range connectors {
|
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connectorLog = append(connectorLog, fmt.Sprintf("%+v", connector))
|
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}
|
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|
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xlog.Info(
|
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"Creating agent",
|
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"name", name,
|
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"model", model,
|
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"api_url", a.apiURL,
|
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"actions", actionsLog,
|
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"connectors", connectorLog,
|
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)
|
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|
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opts := []Option{
|
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WithModel(model),
|
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WithLLMAPIURL(a.apiURL),
|
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WithContext(ctx),
|
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WithPeriodicRuns(config.PeriodicRuns),
|
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WithPermanentGoal(config.PermanentGoal),
|
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WithCharacter(Character{
|
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Name: name,
|
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}),
|
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WithActions(
|
||||
actions...,
|
||||
),
|
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WithStateFile(stateFile),
|
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WithCharacterFile(characterFile),
|
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WithTimeout(a.timeout),
|
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WithRAGDB(agentDB),
|
||||
WithAgentReasoningCallback(func(state ActionCurrentState) bool {
|
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xlog.Info(
|
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"Agent is thinking",
|
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"agent", name,
|
||||
"reasoning", state.Reasoning,
|
||||
"action", state.Action.Definition().Name,
|
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"params", state.Params,
|
||||
)
|
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|
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manager.Send(
|
||||
sse.NewMessage(
|
||||
fmt.Sprintf(`Thinking: %s`, utils.HTMLify(state.Reasoning)),
|
||||
).WithEvent("status"),
|
||||
)
|
||||
|
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for _, c := range connectors {
|
||||
if !c.AgentReasoningCallback()(state) {
|
||||
return false
|
||||
}
|
||||
}
|
||||
return true
|
||||
}),
|
||||
WithSystemPrompt(config.SystemPrompt),
|
||||
WithAgentResultCallback(func(state ActionState) {
|
||||
a.Lock()
|
||||
if _, ok := a.agentStatus[name]; !ok {
|
||||
a.agentStatus[name] = &Status{}
|
||||
}
|
||||
|
||||
a.agentStatus[name].addResult(state)
|
||||
a.Unlock()
|
||||
xlog.Info(
|
||||
"Agent executed an action",
|
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"agent", name,
|
||||
"reasoning", state.Reasoning,
|
||||
"action", state.ActionCurrentState.Action.Definition().Name,
|
||||
"params", state.ActionCurrentState.Params,
|
||||
"result", state.Result,
|
||||
)
|
||||
|
||||
text := fmt.Sprintf(`Reasoning: %s
|
||||
Action taken: %+v
|
||||
Parameters: %+v
|
||||
Result: %s`,
|
||||
state.Reasoning,
|
||||
state.ActionCurrentState.Action.Definition().Name,
|
||||
state.ActionCurrentState.Params,
|
||||
state.Result)
|
||||
manager.Send(
|
||||
sse.NewMessage(
|
||||
utils.HTMLify(
|
||||
text,
|
||||
),
|
||||
).WithEvent("status"),
|
||||
)
|
||||
|
||||
for _, c := range connectors {
|
||||
c.AgentResultCallback()(state)
|
||||
}
|
||||
}),
|
||||
}
|
||||
if config.HUD {
|
||||
opts = append(opts, EnableHUD)
|
||||
}
|
||||
|
||||
if config.StandaloneJob {
|
||||
opts = append(opts, EnableStandaloneJob)
|
||||
}
|
||||
|
||||
if config.LongTermMemory {
|
||||
opts = append(opts, EnableLongTermMemory)
|
||||
}
|
||||
|
||||
if config.SummaryLongTermMemory {
|
||||
opts = append(opts, EnableSummaryMemory)
|
||||
}
|
||||
|
||||
if config.CanStopItself {
|
||||
opts = append(opts, CanStopItself)
|
||||
}
|
||||
if config.InitiateConversations {
|
||||
opts = append(opts, EnableInitiateConversations)
|
||||
}
|
||||
if config.RandomIdentity {
|
||||
if config.IdentityGuidance != "" {
|
||||
opts = append(opts, WithRandomIdentity(config.IdentityGuidance))
|
||||
} else {
|
||||
opts = append(opts, WithRandomIdentity())
|
||||
}
|
||||
}
|
||||
|
||||
if config.EnableKnowledgeBase {
|
||||
opts = append(opts, EnableKnowledgeBase)
|
||||
}
|
||||
if config.EnableReasoning {
|
||||
opts = append(opts, EnableForceReasoning)
|
||||
}
|
||||
|
||||
if config.KnowledgeBaseResults > 0 {
|
||||
opts = append(opts, EnableKnowledgeBaseWithResults(config.KnowledgeBaseResults))
|
||||
}
|
||||
|
||||
xlog.Info("Starting agent", "name", name, "config", config)
|
||||
agent, err := New(opts...)
|
||||
if err != nil {
|
||||
return err
|
||||
}
|
||||
|
||||
a.agents[name] = agent
|
||||
a.managers[name] = manager
|
||||
|
||||
go func() {
|
||||
if err := agent.Run(); err != nil {
|
||||
xlog.Error("Agent stopped", "error", err.Error())
|
||||
panic(err)
|
||||
}
|
||||
}()
|
||||
|
||||
for _, c := range connectors {
|
||||
go c.Start(agent)
|
||||
}
|
||||
|
||||
go func() {
|
||||
for {
|
||||
time.Sleep(1 * time.Second) // Send a message every seconds
|
||||
manager.Send(sse.NewMessage(
|
||||
utils.HTMLify(agent.State().String()),
|
||||
).WithEvent("hud"))
|
||||
}
|
||||
}()
|
||||
|
||||
return nil
|
||||
}
|
||||
|
||||
// Starts all the agents in the pool
|
||||
func (a *AgentPool) StartAll() error {
|
||||
for name, config := range a.pool {
|
||||
if a.agents[name] != nil { // Agent already started
|
||||
continue
|
||||
}
|
||||
if err := a.startAgentWithConfig(name, &config); err != nil {
|
||||
return err
|
||||
}
|
||||
}
|
||||
return nil
|
||||
}
|
||||
|
||||
func (a *AgentPool) StopAll() {
|
||||
for _, agent := range a.agents {
|
||||
agent.Stop()
|
||||
}
|
||||
}
|
||||
|
||||
func (a *AgentPool) Stop(name string) {
|
||||
if agent, ok := a.agents[name]; ok {
|
||||
agent.Stop()
|
||||
}
|
||||
}
|
||||
|
||||
func (a *AgentPool) Start(name string) error {
|
||||
if agent, ok := a.agents[name]; ok {
|
||||
err := agent.Run()
|
||||
if err != nil {
|
||||
return fmt.Errorf("agent %s failed to start: %w", name, err)
|
||||
}
|
||||
xlog.Info("Agent started", "name", name)
|
||||
return nil
|
||||
}
|
||||
if config, ok := a.pool[name]; ok {
|
||||
return a.startAgentWithConfig(name, &config)
|
||||
}
|
||||
|
||||
return fmt.Errorf("agent %s not found", name)
|
||||
}
|
||||
|
||||
func (a *AgentPool) stateFiles(name string) (string, string, string) {
|
||||
stateFile := filepath.Join(a.pooldir, fmt.Sprintf("%s.state.json", name))
|
||||
characterFile := filepath.Join(a.pooldir, fmt.Sprintf("%s.character.json", name))
|
||||
knowledgeBaseFile := filepath.Join(a.pooldir, fmt.Sprintf("%s.knowledgebase.json", name))
|
||||
|
||||
return stateFile, characterFile, knowledgeBaseFile
|
||||
}
|
||||
|
||||
func (a *AgentPool) Remove(name string) error {
|
||||
|
||||
// Cleanup character and state
|
||||
stateFile, characterFile, knowledgeBaseFile := a.stateFiles(name)
|
||||
|
||||
os.Remove(stateFile)
|
||||
os.Remove(characterFile)
|
||||
os.Remove(knowledgeBaseFile)
|
||||
|
||||
a.Stop(name)
|
||||
delete(a.agents, name)
|
||||
delete(a.pool, name)
|
||||
if err := a.Save(); err != nil {
|
||||
return err
|
||||
}
|
||||
return nil
|
||||
}
|
||||
|
||||
func (a *AgentPool) Save() error {
|
||||
data, err := json.MarshalIndent(a.pool, "", " ")
|
||||
if err != nil {
|
||||
return err
|
||||
}
|
||||
return os.WriteFile(a.file, data, 0644)
|
||||
}
|
||||
|
||||
func (a *AgentPool) GetAgent(name string) *Agent {
|
||||
return a.agents[name]
|
||||
}
|
||||
|
||||
func (a *AgentPool) GetAgentMemory(name string) *InMemoryDatabase {
|
||||
return a.agentMemory[name]
|
||||
}
|
||||
|
||||
func (a *AgentPool) GetConfig(name string) *AgentConfig {
|
||||
agent, exists := a.pool[name]
|
||||
if !exists {
|
||||
return nil
|
||||
}
|
||||
return &agent
|
||||
}
|
||||
|
||||
func (a *AgentPool) GetManager(name string) sse.Manager {
|
||||
return a.managers[name]
|
||||
}
|
||||
Reference in New Issue
Block a user