Compare commits

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7 Commits

Author SHA1 Message Date
mudler
3232dda8ce feat(github): add actions to comment and read PRs
Signed-off-by: mudler <mudler@localai.io>
2025-04-10 20:06:45 +02:00
Ettore Di Giacinto
0fda6e38db Update README.md 2025-04-10 10:09:12 +02:00
Richard Palethorpe
bffb5bd852 Update README.md (#23)
Add new Web UI screen shots
2025-04-10 09:17:22 +02:00
Ettore Di Giacinto
4d722c35d3 ci: fix image building branch 2025-04-09 22:53:04 +02:00
Ettore Di Giacinto
8dd0c3883b Merge pull request #14 from mudler/rewrite
LocalAGI port in Go
2025-04-09 22:45:05 +02:00
Ettore Di Giacinto
c2ec333777 Enlarge timeout window 2025-04-09 21:59:18 +02:00
Ettore Di Giacinto
2f19feff5e fixups 2025-04-09 21:25:44 +02:00
9 changed files with 625 additions and 24 deletions

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@@ -3,7 +3,7 @@ name: 'build container images'
on:
push:
branches:
- master
- main
tags:
- '*'
concurrency:

View File

@@ -30,7 +30,7 @@ LocalAGI ensures your data stays exactly where you want it—on your hardware. N
- 🤖 **Advanced Agent Teaming**: Instantly create cooperative agent teams from a single prompt.
- 📡 **Connectors Galore**: Built-in integrations with Discord, Slack, Telegram, GitHub Issues, and IRC.
- 🛠 **Comprehensive REST API**: Seamless integration into your workflows. Every agent created will support OpenAI Responses API out of the box.
- 📚 **Short & Long-Term Memory**: Powered by [LocalRAG](https://github.com/mudler/LocalRAG).
- 📚 **Short & Long-Term Memory**: Powered by [LocalRecall](https://github.com/mudler/LocalRecall).
- 🧠 **Planning & Reasoning**: Agents intelligently plan, reason, and adapt.
- 🔄 **Periodic Tasks**: Schedule tasks with cron-like syntax.
- 💾 **Memory Management**: Control memory usage with options for long-term and summary memory.
@@ -67,16 +67,16 @@ Access your agents at `http://localhost:3000`
LocalAGI is part of the powerful Local family of privacy-focused AI tools:
- [**LocalAI**](https://github.com/mudler/LocalAI): Run Large Language Models locally.
- [**LocalRAG**](https://github.com/mudler/LocalRAG): Retrieval-Augmented Generation with local storage.
- [**LocalRecall**](https://github.com/mudler/LocalRecall): Retrieval-Augmented Generation with local storage.
- [**LocalAGI**](https://github.com/mudler/LocalAGI): Deploy intelligent AI agents securely and privately.
## 🌟 Screenshots
### Powerful Web UI
![Web UI Example](https://github.com/user-attachments/assets/cd5228a3-4e67-4271-8fce-eccd229e6e58)
![Web UI Example](https://github.com/user-attachments/assets/0a5ddb03-85ff-4995-8217-785d3249ffb1)
![Web UI Example](https://github.com/user-attachments/assets/65af8ee6-ed2b-4e60-8906-ea12b28ecc58)
![Web UI Dashboard](https://github.com/user-attachments/assets/a40194f9-af3a-461f-8b39-5f4612fbf221)
![Web UI Agent Settings](https://github.com/user-attachments/assets/fb3c3e2a-cd53-4ca8-97aa-c5da51ff1f83)
![Web UI Create Group](https://github.com/user-attachments/assets/102189a2-0fba-4a1e-b0cb-f99268ef8062)
### Connectors Ready-to-Go
@@ -106,7 +106,7 @@ Explore detailed documentation including:
| `LOCALAGI_LLM_API_KEY` | API authentication |
| `LOCALAGI_TIMEOUT` | Request timeout settings |
| `LOCALAGI_STATE_DIR` | Where state gets stored |
| `LOCALAGI_LOCALRAG_URL` | LocalRAG connection |
| `LOCALAGI_LOCALRAG_URL` | LocalRecall connection |
| `LOCALAGI_ENABLE_CONVERSATIONS_LOGGING` | Toggle conversation logs |
| `LOCALAGI_API_KEYS` | A comma separated list of api keys used for authentication |

View File

@@ -221,6 +221,7 @@ var _ = Describe("Agent test", func() {
WithLLMAPIURL(apiURL),
WithModel(testModel),
WithLLMAPIKey(apiKeyURL),
WithTimeout("10m"),
WithActions(
actions.NewSearch(map[string]string{}),
),

View File

@@ -63,7 +63,7 @@ services:
dockerfile: Dockerfile.webui
ports:
- 8080:3000
image: quay.io/mudler/localagi:master
#image: quay.io/mudler/localagi:master
environment:
- LOCALAGI_MODEL=arcee-agent
- LOCALAGI_LLM_API_URL=http://localai:8080

12
main.go
View File

@@ -11,7 +11,7 @@ import (
"github.com/mudler/LocalAGI/webui"
)
var testModel = os.Getenv("LOCALAGI_MODEL")
var baseModel = os.Getenv("LOCALAGI_MODEL")
var multimodalModel = os.Getenv("LOCALAGI_MULTIMODAL_MODEL")
var apiURL = os.Getenv("LOCALAGI_LLM_API_URL")
var apiKey = os.Getenv("LOCALAGI_LLM_API_KEY")
@@ -24,11 +24,11 @@ var imageModel = os.Getenv("LOCALAGI_IMAGE_MODEL")
var conversationDuration = os.Getenv("LOCALAGI_CONVERSATION_DURATION")
func init() {
if testModel == "" {
testModel = "hermes-2-pro-mistral"
if baseModel == "" {
panic("LOCALAGI_MODEL not set")
}
if apiURL == "" {
apiURL = "http://192.168.68.113:8080"
panic("LOCALAGI_API_URL not set")
}
if timeout == "" {
timeout = "5m"
@@ -54,7 +54,7 @@ func main() {
// Create the agent pool
pool, err := state.NewAgentPool(
testModel,
baseModel,
multimodalModel,
imageModel,
apiURL,
@@ -78,7 +78,7 @@ func main() {
webui.WithApiKeys(apiKeys...),
webui.WithLLMAPIUrl(apiURL),
webui.WithLLMAPIKey(apiKey),
webui.WithLLMModel(testModel),
webui.WithLLMModel(baseModel),
webui.WithStateDir(stateDir),
)

View File

@@ -26,6 +26,8 @@ const (
ActionGithubRepositoryCreateOrUpdate = "github-repository-create-or-update-content"
ActionGithubIssueReader = "github-issue-reader"
ActionGithubIssueCommenter = "github-issue-commenter"
ActionGithubPRReader = "github-pr-reader"
ActionGithubPRCommenter = "github-pr-commenter"
ActionGithubREADME = "github-readme"
ActionScraper = "scraper"
ActionWikipedia = "wikipedia"
@@ -49,6 +51,8 @@ var AvailableActions = []string{
ActionGithubRepositoryCreateOrUpdate,
ActionGithubIssueReader,
ActionGithubIssueCommenter,
ActionGithubPRReader,
ActionGithubPRCommenter,
ActionGithubREADME,
ActionScraper,
ActionBrowse,
@@ -106,6 +110,10 @@ func Action(name, agentName string, config map[string]string, pool *state.AgentP
a = actions.NewGithubIssueSearch(config)
case ActionGithubIssueReader:
a = actions.NewGithubIssueReader(config)
case ActionGithubPRReader:
a = actions.NewGithubPRReader(config)
case ActionGithubPRCommenter:
a = actions.NewGithubPRCommenter(config)
case ActionGithubIssueCommenter:
a = actions.NewGithubIssueCommenter(config)
case ActionGithubRepositoryGet:
@@ -199,6 +207,16 @@ func ActionsConfigMeta() []config.FieldGroup {
Label: "GitHub Repository README",
Fields: actions.GithubRepositoryREADMEConfigMeta(),
},
{
Name: "github-pr-reader",
Label: "GitHub PR Reader",
Fields: actions.GithubPRReaderConfigMeta(),
},
{
Name: "github-pr-commenter",
Label: "GitHub PR Commenter",
Fields: actions.GithubPRCommenterConfigMeta(),
},
{
Name: "twitter-post",
Label: "Twitter Post",

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@@ -0,0 +1,428 @@
package actions
import (
"context"
"fmt"
"io"
"regexp"
"strconv"
"strings"
"time"
"github.com/google/go-github/v69/github"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
"github.com/sashabaranov/go-openai/jsonschema"
)
type GithubPRCommenter struct {
token, repository, owner, customActionName string
client *github.Client
}
var (
patchRegex = regexp.MustCompile(`^@@.*\d [\+\-](\d+),?(\d+)?.+?@@`)
)
type commitFileInfo struct {
FileName string
hunkInfos []*hunkInfo
sha string
}
type hunkInfo struct {
hunkStart int
hunkEnd int
}
func (hi hunkInfo) isLineInHunk(line int) bool {
return line >= hi.hunkStart && line <= hi.hunkEnd
}
func (cfi *commitFileInfo) getHunkInfo(line int) *hunkInfo {
for _, hunkInfo := range cfi.hunkInfos {
if hunkInfo.isLineInHunk(line) {
return hunkInfo
}
}
return nil
}
func (cfi *commitFileInfo) isLineInChange(line int) bool {
return cfi.getHunkInfo(line) != nil
}
func (cfi commitFileInfo) calculatePosition(line int) *int {
hi := cfi.getHunkInfo(line)
if hi == nil {
return nil
}
position := line - hi.hunkStart
return &position
}
func parseHunkPositions(patch, filename string) ([]*hunkInfo, error) {
hunkInfos := make([]*hunkInfo, 0)
if patch != "" {
groups := patchRegex.FindAllStringSubmatch(patch, -1)
if len(groups) < 1 {
return hunkInfos, fmt.Errorf("the patch details for [%s] could not be resolved", filename)
}
for _, patchGroup := range groups {
endPos := 2
if len(patchGroup) > 2 && patchGroup[2] == "" {
endPos = 1
}
hunkStart, err := strconv.Atoi(patchGroup[1])
if err != nil {
hunkStart = -1
}
hunkEnd, err := strconv.Atoi(patchGroup[endPos])
if err != nil {
hunkEnd = -1
}
hunkInfos = append(hunkInfos, &hunkInfo{
hunkStart: hunkStart,
hunkEnd: hunkEnd,
})
}
}
return hunkInfos, nil
}
func getCommitInfo(file *github.CommitFile) (*commitFileInfo, error) {
patch := file.GetPatch()
hunkInfos, err := parseHunkPositions(patch, *file.Filename)
if err != nil {
return nil, err
}
sha := file.GetSHA()
if sha == "" {
return nil, fmt.Errorf("the sha details for [%s] could not be resolved", *file.Filename)
}
return &commitFileInfo{
FileName: *file.Filename,
hunkInfos: hunkInfos,
sha: sha,
}, nil
}
func NewGithubPRCommenter(config map[string]string) *GithubPRCommenter {
client := github.NewClient(nil).WithAuthToken(config["token"])
return &GithubPRCommenter{
client: client,
token: config["token"],
customActionName: config["customActionName"],
repository: config["repository"],
owner: config["owner"],
}
}
func (g *GithubPRCommenter) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Repository string `json:"repository"`
Owner string `json:"owner"`
PRNumber int `json:"pr_number"`
GeneralComment string `json:"general_comment"`
Comments []struct {
File string `json:"file"`
Line int `json:"line"`
Comment string `json:"comment"`
StartLine int `json:"start_line,omitempty"`
} `json:"comments"`
}{}
err := params.Unmarshal(&result)
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to unmarshal params: %w", err)
}
if g.repository != "" && g.owner != "" {
result.Repository = g.repository
result.Owner = g.owner
}
// First verify the PR exists and is in a valid state
pr, _, err := g.client.PullRequests.Get(ctx, result.Owner, result.Repository, result.PRNumber)
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to fetch PR #%d: %w", result.PRNumber, err)
}
if pr == nil {
return types.ActionResult{Result: fmt.Sprintf("Pull request #%d not found in repository %s/%s", result.PRNumber, result.Owner, result.Repository)}, nil
}
// Check if PR is in a state that allows comments
if *pr.State != "open" {
return types.ActionResult{Result: fmt.Sprintf("Pull request #%d is not open (current state: %s)", result.PRNumber, *pr.State)}, nil
}
// Get the list of changed files to verify the files exist in the PR
files, _, err := g.client.PullRequests.ListFiles(ctx, result.Owner, result.Repository, result.PRNumber, &github.ListOptions{})
if err != nil {
return types.ActionResult{}, fmt.Errorf("failed to list PR files: %w", err)
}
// Create a map of valid files with their commit info
validFiles := make(map[string]*commitFileInfo)
for _, file := range files {
if *file.Status != "deleted" {
info, err := getCommitInfo(file)
if err != nil {
continue
}
validFiles[*file.Filename] = info
}
}
// Process each comment
var results []string
for _, comment := range result.Comments {
// Check if file exists in PR
fileInfo, exists := validFiles[comment.File]
if !exists {
availableFiles := make([]string, 0, len(validFiles))
for f := range validFiles {
availableFiles = append(availableFiles, f)
}
results = append(results, fmt.Sprintf("Error: File %s not found in PR #%d. Available files: %v",
comment.File, result.PRNumber, availableFiles))
continue
}
// Check if line is in a changed hunk
if !fileInfo.isLineInChange(comment.Line) {
results = append(results, fmt.Sprintf("Error: Line %d is not in a changed hunk in file %s",
comment.Line, comment.File))
continue
}
// Calculate position
position := fileInfo.calculatePosition(comment.Line)
if position == nil {
results = append(results, fmt.Sprintf("Error: Could not calculate position for line %d in file %s",
comment.Line, comment.File))
continue
}
// Create the review comment
reviewComment := &github.PullRequestComment{
Path: &comment.File,
Line: &comment.Line,
Body: &comment.Comment,
Position: position,
CommitID: &fileInfo.sha,
}
// Set start line if provided
if comment.StartLine > 0 {
reviewComment.StartLine = &comment.StartLine
}
// Create the comment with retries
var resp *github.Response
for i := 0; i < 6; i++ {
_, resp, err = g.client.PullRequests.CreateComment(ctx, result.Owner, result.Repository, result.PRNumber, reviewComment)
if err == nil {
break
}
if resp != nil && resp.StatusCode == 422 {
// Rate limit hit, wait and retry
retrySeconds := i * i
time.Sleep(time.Second * time.Duration(retrySeconds))
continue
}
break
}
if err != nil {
errorDetails := fmt.Sprintf("Error commenting on file %s, line %d: %s", comment.File, comment.Line, err.Error())
if resp != nil {
errorDetails += fmt.Sprintf("\nResponse Status: %s", resp.Status)
if resp.Body != nil {
body, _ := io.ReadAll(resp.Body)
errorDetails += fmt.Sprintf("\nResponse Body: %s", string(body))
}
}
results = append(results, errorDetails)
continue
}
results = append(results, fmt.Sprintf("Successfully commented on file %s, line %d", comment.File, comment.Line))
}
if result.GeneralComment != "" {
// Try both PullRequests and Issues API for general comments
var resp *github.Response
var err error
// First try PullRequests API
_, resp, err = g.client.PullRequests.CreateComment(ctx, result.Owner, result.Repository, result.PRNumber, &github.PullRequestComment{
Body: &result.GeneralComment,
})
// If that fails with 403, try Issues API
if err != nil && resp != nil && resp.StatusCode == 403 {
_, resp, err = g.client.Issues.CreateComment(ctx, result.Owner, result.Repository, result.PRNumber, &github.IssueComment{
Body: &result.GeneralComment,
})
}
if err != nil {
errorDetails := fmt.Sprintf("Error adding general comment: %s", err.Error())
if resp != nil {
errorDetails += fmt.Sprintf("\nResponse Status: %s", resp.Status)
if resp.Body != nil {
body, _ := io.ReadAll(resp.Body)
errorDetails += fmt.Sprintf("\nResponse Body: %s", string(body))
}
}
results = append(results, errorDetails)
} else {
results = append(results, "Successfully added general comment to pull request")
}
}
return types.ActionResult{
Result: strings.Join(results, "\n"),
}, nil
}
func (g *GithubPRCommenter) Definition() types.ActionDefinition {
actionName := "comment_github_pr"
if g.customActionName != "" {
actionName = g.customActionName
}
description := "Add comments to a GitHub pull request, including line-specific feedback. Often used after reading a PR to provide a peer review."
if g.repository != "" && g.owner != "" {
return types.ActionDefinition{
Name: types.ActionDefinitionName(actionName),
Description: description,
Properties: map[string]jsonschema.Definition{
"pr_number": {
Type: jsonschema.Number,
Description: "The number of the pull request to comment on.",
},
"general_comment": {
Type: jsonschema.String,
Description: "A general comment to add to the pull request.",
},
"comments": {
Type: jsonschema.Array,
Items: &jsonschema.Definition{
Type: jsonschema.Object,
Properties: map[string]jsonschema.Definition{
"file": {
Type: jsonschema.String,
Description: "The file to comment on.",
},
"line": {
Type: jsonschema.Number,
Description: "The line number to comment on.",
},
"comment": {
Type: jsonschema.String,
Description: "The comment text.",
},
"start_line": {
Type: jsonschema.Number,
Description: "Optional start line for multi-line comments.",
},
},
Required: []string{"file", "line", "comment"},
},
Description: "Array of comments to add to the pull request.",
},
},
Required: []string{"pr_number", "comments"},
}
}
return types.ActionDefinition{
Name: types.ActionDefinitionName(actionName),
Description: description,
Properties: map[string]jsonschema.Definition{
"pr_number": {
Type: jsonschema.Number,
Description: "The number of the pull request to comment on.",
},
"repository": {
Type: jsonschema.String,
Description: "The repository containing the pull request.",
},
"owner": {
Type: jsonschema.String,
Description: "The owner of the repository.",
},
"general_comment": {
Type: jsonschema.String,
Description: "A general comment to add to the pull request.",
},
"comments": {
Type: jsonschema.Array,
Items: &jsonschema.Definition{
Type: jsonschema.Object,
Properties: map[string]jsonschema.Definition{
"file": {
Type: jsonschema.String,
Description: "The file to comment on.",
},
"line": {
Type: jsonschema.Number,
Description: "The line number to comment on.",
},
"comment": {
Type: jsonschema.String,
Description: "The comment text.",
},
"start_line": {
Type: jsonschema.Number,
Description: "Optional start line for multi-line comments.",
},
},
Required: []string{"file", "line", "comment"},
},
Description: "Array of comments to add to the pull request.",
},
},
Required: []string{"pr_number", "repository", "owner", "comments"},
}
}
func (a *GithubPRCommenter) Plannable() bool {
return true
}
// GithubPRCommenterConfigMeta returns the metadata for GitHub PR Commenter action configuration fields
func GithubPRCommenterConfigMeta() []config.Field {
return []config.Field{
{
Name: "token",
Label: "GitHub Token",
Type: config.FieldTypeText,
Required: true,
HelpText: "GitHub API token with repository access",
},
{
Name: "repository",
Label: "Repository",
Type: config.FieldTypeText,
Required: false,
HelpText: "GitHub repository name",
},
{
Name: "owner",
Label: "Owner",
Type: config.FieldTypeText,
Required: false,
HelpText: "GitHub repository owner",
},
{
Name: "customActionName",
Label: "Custom Action Name",
Type: config.FieldTypeText,
HelpText: "Custom name for this action",
},
}
}

View File

@@ -0,0 +1,164 @@
package actions
import (
"context"
"fmt"
"github.com/google/go-github/v69/github"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
"github.com/sashabaranov/go-openai/jsonschema"
)
type GithubPRReader struct {
token, repository, owner, customActionName string
showFullDiff bool
client *github.Client
}
func NewGithubPRReader(config map[string]string) *GithubPRReader {
client := github.NewClient(nil).WithAuthToken(config["token"])
showFullDiff := false
if config["showFullDiff"] == "true" {
showFullDiff = true
}
return &GithubPRReader{
client: client,
token: config["token"],
customActionName: config["customActionName"],
repository: config["repository"],
owner: config["owner"],
showFullDiff: showFullDiff,
}
}
func (g *GithubPRReader) Run(ctx context.Context, params types.ActionParams) (types.ActionResult, error) {
result := struct {
Repository string `json:"repository"`
Owner string `json:"owner"`
PRNumber int `json:"pr_number"`
}{}
err := params.Unmarshal(&result)
if err != nil {
return types.ActionResult{}, err
}
if g.repository != "" && g.owner != "" {
result.Repository = g.repository
result.Owner = g.owner
}
pr, _, err := g.client.PullRequests.Get(ctx, result.Owner, result.Repository, result.PRNumber)
if err != nil {
return types.ActionResult{Result: fmt.Sprintf("Error fetching pull request: %s", err.Error())}, err
}
if pr == nil {
return types.ActionResult{Result: fmt.Sprintf("No pull request found")}, nil
}
// Get the list of changed files
files, _, err := g.client.PullRequests.ListFiles(ctx, result.Owner, result.Repository, result.PRNumber, &github.ListOptions{})
if err != nil {
return types.ActionResult{Result: fmt.Sprintf("Error fetching pull request files: %s", err.Error())}, err
}
// Build the file changes summary with patches
fileChanges := "\n\nFile Changes:\n"
for _, file := range files {
fileChanges += fmt.Sprintf("\n--- %s\n+++ %s\n", *file.Filename, *file.Filename)
if g.showFullDiff && file.Patch != nil {
fileChanges += *file.Patch
}
fileChanges += fmt.Sprintf("\n(%d additions, %d deletions)\n", *file.Additions, *file.Deletions)
}
return types.ActionResult{
Result: fmt.Sprintf(
"Pull Request %d Repository: %s\nTitle: %s\nBody: %s\nState: %s\nBase: %s\nHead: %s%s",
*pr.Number, *pr.Base.Repo.FullName, *pr.Title, *pr.Body, *pr.State, *pr.Base.Ref, *pr.Head.Ref, fileChanges)}, nil
}
func (g *GithubPRReader) Definition() types.ActionDefinition {
actionName := "read_github_pr"
if g.customActionName != "" {
actionName = g.customActionName
}
description := "Read a GitHub pull request."
if g.repository != "" && g.owner != "" {
return types.ActionDefinition{
Name: types.ActionDefinitionName(actionName),
Description: description,
Properties: map[string]jsonschema.Definition{
"pr_number": {
Type: jsonschema.Number,
Description: "The number of the pull request to read.",
},
},
Required: []string{"pr_number"},
}
}
return types.ActionDefinition{
Name: types.ActionDefinitionName(actionName),
Description: description,
Properties: map[string]jsonschema.Definition{
"pr_number": {
Type: jsonschema.Number,
Description: "The number of the pull request to read.",
},
"repository": {
Type: jsonschema.String,
Description: "The repository containing the pull request.",
},
"owner": {
Type: jsonschema.String,
Description: "The owner of the repository.",
},
},
Required: []string{"pr_number", "repository", "owner"},
}
}
func (a *GithubPRReader) Plannable() bool {
return true
}
// GithubPRReaderConfigMeta returns the metadata for GitHub PR Reader action configuration fields
func GithubPRReaderConfigMeta() []config.Field {
return []config.Field{
{
Name: "token",
Label: "GitHub Token",
Type: config.FieldTypeText,
Required: true,
HelpText: "GitHub API token with repository access",
},
{
Name: "repository",
Label: "Repository",
Type: config.FieldTypeText,
Required: false,
HelpText: "GitHub repository name",
},
{
Name: "owner",
Label: "Owner",
Type: config.FieldTypeText,
Required: false,
HelpText: "GitHub repository owner",
},
{
Name: "customActionName",
Label: "Custom Action Name",
Type: config.FieldTypeText,
HelpText: "Custom name for this action",
},
{
Name: "showFullDiff",
Label: "Show Full Diff",
Type: config.FieldTypeCheckbox,
HelpText: "Whether to show the full diff content or just the summary",
},
}
}

View File

@@ -13,15 +13,5 @@ func TestE2E(t *testing.T) {
RunSpecs(t, "E2E test suite")
}
var testModel = os.Getenv("LOCALAGI_MODEL")
var apiURL = os.Getenv("LOCALAI_API_URL")
var localagiURL = os.Getenv("LOCALAGI_API_URL")
func init() {
if testModel == "" {
testModel = "hermes-2-pro-mistral"
}
if apiURL == "" {
apiURL = "http://192.168.68.113:8080"
}
}