diff --git a/.eslintignore b/.eslintignore new file mode 100644 index 0000000..3897265 --- /dev/null +++ b/.eslintignore @@ -0,0 +1,13 @@ +.DS_Store +node_modules +/build +/.svelte-kit +/package +.env +.env.* +!.env.example + +# Ignore files for PNPM, NPM and YARN +pnpm-lock.yaml +package-lock.json +yarn.lock diff --git a/.eslintrc.cjs b/.eslintrc.cjs new file mode 100644 index 0000000..0b75758 --- /dev/null +++ b/.eslintrc.cjs @@ -0,0 +1,31 @@ +/** @type { import("eslint").Linter.Config } */ +module.exports = { + root: true, + extends: [ + 'eslint:recommended', + 'plugin:@typescript-eslint/recommended', + 'plugin:svelte/recommended', + 'prettier' + ], + parser: '@typescript-eslint/parser', + plugins: ['@typescript-eslint'], + parserOptions: { + sourceType: 'module', + ecmaVersion: 2020, + extraFileExtensions: ['.svelte'] + }, + env: { + browser: true, + es2017: true, + node: true + }, + overrides: [ + { + files: ['*.svelte'], + parser: 'svelte-eslint-parser', + parserOptions: { + parser: '@typescript-eslint/parser' + } + } + ] +}; diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..3bfb0b7 --- /dev/null +++ b/.gitignore @@ -0,0 +1,11 @@ +.DS_Store +node_modules +/build +/.svelte-kit +/package +.env +.env.* +!.env.example +vite.config.js.timestamp-* +vite.config.ts.timestamp-* +backend/tmp diff --git a/.npmrc b/.npmrc new file mode 100644 index 0000000..b6f27f1 --- /dev/null +++ b/.npmrc @@ -0,0 +1 @@ +engine-strict=true diff --git a/.prettierignore b/.prettierignore new file mode 100644 index 0000000..cc41cea --- /dev/null +++ b/.prettierignore @@ -0,0 +1,4 @@ +# Ignore files for PNPM, NPM and YARN +pnpm-lock.yaml +package-lock.json +yarn.lock diff --git a/.prettierrc b/.prettierrc new file mode 100644 index 0000000..9573023 --- /dev/null +++ b/.prettierrc @@ -0,0 +1,8 @@ +{ + "useTabs": true, + "singleQuote": true, + "trailingComma": "none", + "printWidth": 100, + "plugins": ["prettier-plugin-svelte"], + "overrides": [{ "files": "*.svelte", "options": { "parser": "svelte" } }] +} diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..6201d46 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,16 @@ +FROM node:20-alpine3.19 AS builder +WORKDIR /app +COPY package*.json . +RUN npm ci +COPY . . +RUN npm run build +RUN npm prune --production + +FROM node:20-alpine3.19 +WORKDIR /app +COPY --from=builder /app/build build/ +COPY --from=builder /app/node_modules node_modules/ +COPY package.json . +EXPOSE 3000 +ENV NODE_ENV=production +CMD [ "node", "build" ] diff --git a/Dockerfile.dev b/Dockerfile.dev new file mode 100644 index 0000000..f68f8cb --- /dev/null +++ b/Dockerfile.dev @@ -0,0 +1,5 @@ +FROM node:20-alpine3.19 +WORKDIR /app +EXPOSE 5173 + +CMD ["sh", "-c", "npm install && npm run dev -- --host"] diff --git a/Makefile b/Makefile new file mode 100644 index 0000000..8b44fe6 --- /dev/null +++ b/Makefile @@ -0,0 +1,22 @@ +PHONY: build-dev +build-dev: + docker-compose -f ./docker-compose.dev.yaml build + +PHONY: dev +dev: build-dev + docker-compose -f ./docker-compose.dev.yaml up + +PHONY: run +run: build-dev + docker-compose -f ./docker-compose.dev.yaml up -d + +PHONY: stop +stop: + docker-compose -f ./docker-compose.dev.yaml down + +PHONY: update +update: + git pull + +PHONY: upgrade +upgrade: stop update build-dev run diff --git a/README.md b/README.md new file mode 100644 index 0000000..3d8c5fa --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +# LLM search engine + +## Status + +This is a proof of concept, the code is horrible. I didn't intend to make this public yet, but I wanted to share it with a few people. +Please open issues and PRs if you have any suggestions. + +## How it works + +1. The user query is sent to server +2. The server starts an agent chain +3. The agent (in our case `starling-lm` running on Ollama) will process the query and select one of its tools + - Websearch (using SearXNG) will scrape the top `n` results from the web (the agent will choose the search query). Remove all unnecessary information (like html tags) and store the result into a vector db + - SearchVectorDB will search the vector db for the most similar results to the query +4. Step 3 will happen multiple times, with the agent choosing different tools and combining the results +5. The final result is sent back to the user and displayed in the frontend + +While this is happening, the user can see the progress of the agents steps in the frontend. + +## Running / Development + +### Requirements + +- A running [Ollama](https://ollama.com/) server somewhere in your network + - a model named `search:latest` + - (I recommend `hermes-2-pro-mistral` or `starling-lm-7b-beta`) + - `all-minilm` for embeddings +- Docker Compose + +Included in the compose file are +- search backend (based on the Go Langchain library) +- search frontend (svelte & tailwind) +- Chroma DB (for storing search results in vector space) +- SearXNG (meta search engine used by the agent chain) +- Redis (for caching search results) + +``` +git clone https://github.com/nilsherzig/LocalSearchUI.git +# make sure to check the env vars inside the compose file +# build the containers and start the services +make dev +``` + +## Roadmap + +### backend + +- Automatic LLM download to Ollama if not present +- Forced backlinks in final answer + - I have no idea how to do this, besides asking the LLM haha + - Force the search LLM to respond in JSON with links? + - Another round of formatting LLM after this to include these links into the final text? +- Persistent user accounts + - add your own files +- select splitter values based on complexity of the question + - broad vs narrow + +### interface + +- CLI version +- "tree view" for actions +- different LLM backends (like OpenAI or Anthropic) + - settings table for different models +- Ollama model select dropdown + - would require a lot of other values to be exposed to the UI +- render latex diff --git a/backend/.air.toml b/backend/.air.toml new file mode 100644 index 0000000..19117a0 --- /dev/null +++ b/backend/.air.toml @@ -0,0 +1,46 @@ +root = "." +testdata_dir = "testdata" +tmp_dir = "tmp" + +[build] + args_bin = [] + bin = "./tmp/main" + cmd = "go build -o ./tmp/main ." + delay = 1000 + exclude_dir = ["assets", "tmp", "vendor", "testdata"] + exclude_file = [] + exclude_regex = ["_test.go"] + exclude_unchanged = false + follow_symlink = false + full_bin = "" + include_dir = [] + include_ext = ["go", "tpl", "tmpl", "html"] + include_file = [] + kill_delay = "0s" + log = "build-errors.log" + poll = false + poll_interval = 0 + post_cmd = [] + pre_cmd = [] + rerun = false + rerun_delay = 500 + send_interrupt = false + stop_on_error = true + +[color] + app = "" + build = "yellow" + main = "magenta" + runner = "green" + watcher = "cyan" + +[log] + main_only = false + time = false + +[misc] + clean_on_exit = false + +[screen] + clear_on_rebuild = false + keep_scroll = true diff --git a/backend/Dockerfile b/backend/Dockerfile new file mode 100644 index 0000000..b8cd82d --- /dev/null +++ b/backend/Dockerfile @@ -0,0 +1,33 @@ +# Stage 1: Build +FROM golang:1.21.7 AS builder + +# Set the Current Working Directory inside the container +WORKDIR /app + +# Copy go mod and sum files +COPY go.mod go.sum ./ + +# Download all dependencies. Dependencies will be cached if the go.mod and go.sum files are not changed +RUN go mod download + +# Copy the source from the current directory to the Working Directory inside the container +COPY . . + +# Build the Go app +RUN CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build -o main . + +# Stage 2: Run +FROM alpine:latest + +RUN apk --no-cache add ca-certificates + +WORKDIR /root/ + +# Copy the Pre-built binary file from the previous stage +COPY --from=builder /app/main . + +# Expose port 8080 to the outside world +EXPOSE 8080 + +# Command to run the executable +CMD ["./main"] diff --git a/backend/Dockerfile.dev b/backend/Dockerfile.dev new file mode 100644 index 0000000..d25b822 --- /dev/null +++ b/backend/Dockerfile.dev @@ -0,0 +1,7 @@ +FROM golang:alpine3.19 + +WORKDIR /app +RUN go install github.com/cosmtrek/air@latest +EXPOSE 8080 + +CMD ["air"] diff --git a/backend/agentChain.go b/backend/agentChain.go new file mode 100644 index 0000000..0a3c98c --- /dev/null +++ b/backend/agentChain.go @@ -0,0 +1,118 @@ +package main + +import ( + "context" + "fmt" + "log" + "log/slog" + "time" + + "github.com/nilsherzig/localLLMSearch/llm_tools" + "github.com/nilsherzig/localLLMSearch/utils" + "github.com/tmc/langchaingo/agents" + "github.com/tmc/langchaingo/chains" + "github.com/tmc/langchaingo/llms" + "github.com/tmc/langchaingo/tools" +) + +func startAgentChain(ctx context.Context, outputChan chan<- utils.HttpJsonStreamElement, userQuery utils.ClientQuery) error { + defer func() { + // send a close message to the client when the function ends + // the client can use this to close the connection gracefully + // outputChan <- utils.HttpJsonStreamElement{ + // Close: true, + // } + + // this defer acts as a try catch block around the current function + // this prevents the whole server from crashing when an error occurs + + // TODO: figure out how to stop the "sending on closed channel" error + // when the client disconnects + if r := recover(); r != nil { + log.Printf("Recovered from panic: %v", r) + } + }() + + // used to set the vector db namespace + startTime := time.Now() + session := utils.GetSessionString() + slog.Info("Starting agent chain", "session", session, "userQuery", userQuery, "startTime", startTime) + + // llm, err := utils.NewGPT35() + // llm, err := utils.NewGPT4() + llm, err := utils.NewOllama() + // llm, err := + if err != nil { + log.Printf("Error creating new LLM: %v", err) + return err + } + + agentTools := []tools.Tool{ + tools.Calculator{}, + llm_tools.WebSearch{ + CallbacksHandler: utils.CustomHandler{ + OutputChan: outputChan, + }, + SessionString: session, + }, + llm_tools.SearchVectorDB{ + CallbacksHandler: utils.CustomHandler{ + OutputChan: outputChan, + }, + SessionString: session, + }, + // llm_tools.Feedback{ + // CallbacksHandler: utils.CustomHandler{}, + // Query: userQuery, + // Llm: llm, + // }, + } + + executor, err := agents.Initialize( + llm, + agentTools, + agents.ZeroShotReactDescription, + agents.WithParserErrorHandler(agents.NewParserErrorHandler(func(s string) string { + outputChan <- utils.HttpJsonStreamElement{ + Message: fmt.Sprintf("Parsing Error. %s", s), + Stream: false, + } + return utils.ParsingErrorPrompt() + })), + + agents.WithMaxIterations(userQuery.MaxIterations), + agents.WithCallbacksHandler(utils.CustomHandler{ + OutputChan: outputChan, + }), + ) + + if err != nil { + return err + } + + temp := 0.0 + + finalAnswer, err := chains.Run(ctx, executor, userQuery.Prompt, chains.WithTemperature(temp)) + if err != nil { + return err + } + + newAns, err := llm.Call(ctx, utils.FormatTextAsMArkdownPrompt(finalAnswer), + llms.WithTemperature(temp), + llms.WithStreamingFunc(func(ctx context.Context, chunk []byte) error { + outputChan <- utils.HttpJsonStreamElement{ + StepType: utils.StepHandleFinalAnswer, + Message: string(chunk), + Stream: true, + } + return nil + }), + ) + if err != nil { + return err + } + _ = newAns + slog.Info("finished chain", "session", session, "duration", time.Since(startTime), "finalAnswer", newAns) + + return nil +} diff --git a/backend/apiServer.go b/backend/apiServer.go new file mode 100644 index 0000000..d453d80 --- /dev/null +++ b/backend/apiServer.go @@ -0,0 +1,100 @@ +package main + +import ( + "encoding/json" + "fmt" + "log" + "net/http" + "strconv" + + "github.com/nilsherzig/localLLMSearch/utils" +) + +func setCorsHeaders(w http.ResponseWriter) { + w.Header().Set("Access-Control-Allow-Origin", "*") + w.Header().Set("Access-Control-Allow-Methods", "GET, OPTIONS") + w.Header().Set("Access-Control-Allow-Headers", "Content-Type") +} + +// streamHandler handles HTTP requests and streams the output of longRunningFunction. +func streamHandler(w http.ResponseWriter, r *http.Request) { + // Set CORS headers + setCorsHeaders(w) + + // Handle pre-flight CORS request + if r.Method == "OPTIONS" { + w.WriteHeader(http.StatusOK) + return + } + + clientQuery := utils.ClientQuery{} + + // get request params + prompt := r.URL.Query().Get("prompt") + if prompt == "" { + http.Error(w, "prompt is required", http.StatusBadRequest) + return + } + clientQuery.Prompt = prompt + + // maxIterations := r.URL.Query().Get("maxIterations") + // if maxIterations == "" { + // maxIterations = "50" + // } + maxIterations := "10" + + asInt, err := strconv.Atoi(maxIterations) + if err != nil { + http.Error(w, "maxIterations must be a number", http.StatusBadRequest) + return + } + clientQuery.MaxIterations = asInt + + // Set the header to indicate streaming content + w.Header().Set("Content-Type", "text/event-stream") + + // Create a channel for communication with the llm agent chain + outputChan := make(chan utils.HttpJsonStreamElement) + defer close(outputChan) + + // Start the agent chain function in a goroutine + ctx := r.Context() // using the request ctx + go startAgentChain(ctx, outputChan, clientQuery) + + // Stream the output back to the client as it arrives + for { + select { + case output, ok := <-outputChan: + if !ok { + // Channel was closed, end the response + return + } + jsonString, err := json.Marshal(output) + if err != nil { + log.Printf("Error marshalling output: %v", err) + } + sse := fmt.Sprintf("data: %s\n\n", jsonString) + _, writeErr := fmt.Fprintf(w, sse) + if writeErr != nil { + // Error writing to the response writer, likely because the client + // has disconnected + return + } + if f, ok := w.(http.Flusher); ok { + f.Flush() // Flush to send the chunk immediately + } + case <-ctx.Done(): + // Client has disconnected, safely exit + return + } + } +} + +func StartApiServer() { + // Register the handler function + http.HandleFunc("/stream", streamHandler) + + // Start the HTTP server + fmt.Println("Server started at http://localhost:8080") + http.ListenAndServe(":8080", nil) +} diff --git a/backend/go.mod b/backend/go.mod new file mode 100644 index 0000000..92c1a75 --- /dev/null +++ b/backend/go.mod @@ -0,0 +1,58 @@ +module github.com/nilsherzig/localLLMSearch + +go 1.21.7 + +require ( + github.com/google/uuid v1.6.0 + github.com/tmc/langchaingo v0.1.7 +) + +require ( + github.com/AssemblyAI/assemblyai-go-sdk v1.3.0 // indirect + github.com/Masterminds/goutils v1.1.1 // indirect + github.com/Masterminds/semver v1.5.0 // indirect + github.com/Masterminds/semver/v3 v3.2.0 // indirect + github.com/Masterminds/sprig/v3 v3.2.3 // indirect + github.com/PuerkitoBio/goquery v1.8.1 // indirect + github.com/amikos-tech/chroma-go v0.1.2 // indirect + github.com/andybalholm/cascadia v1.3.2 // indirect + github.com/aymerick/douceur v0.2.0 // indirect + github.com/cenkalti/backoff v2.2.1+incompatible // indirect + github.com/dlclark/regexp2 v1.10.0 // indirect + github.com/dustin/go-humanize v1.0.1 // indirect + github.com/google/go-querystring v1.1.0 // indirect + github.com/goph/emperror v0.17.2 // indirect + github.com/gorilla/css v1.0.0 // indirect + github.com/huandu/xstrings v1.3.3 // indirect + github.com/imdario/mergo v0.3.13 // indirect + github.com/json-iterator/go v1.1.12 // indirect + github.com/klauspost/compress v1.17.2 // indirect + github.com/ledongthuc/pdf v0.0.0-20220302134840-0c2507a12d80 // indirect + github.com/microcosm-cc/bluemonday v1.0.26 // indirect + github.com/mitchellh/copystructure v1.0.0 // indirect + github.com/mitchellh/reflectwalk v1.0.0 // indirect + github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect + github.com/modern-go/reflect2 v1.0.2 // indirect + github.com/nikolalohinski/gonja v1.5.3 // indirect + github.com/oklog/ulid v1.3.1 // indirect + github.com/pelletier/go-toml/v2 v2.0.9 // indirect + github.com/pkg/errors v0.9.1 // indirect + github.com/pkoukk/tiktoken-go v0.1.6 // indirect + github.com/shopspring/decimal v1.2.0 // indirect + github.com/sirupsen/logrus v1.9.3 // indirect + github.com/spf13/cast v1.3.1 // indirect + github.com/yargevad/filepathx v1.0.0 // indirect + gitlab.com/golang-commonmark/html v0.0.0-20191124015941-a22733972181 // indirect + gitlab.com/golang-commonmark/linkify v0.0.0-20191026162114-a0c2df6c8f82 // indirect + gitlab.com/golang-commonmark/markdown v0.0.0-20211110145824-bf3e522c626a // indirect + gitlab.com/golang-commonmark/mdurl v0.0.0-20191124015652-932350d1cb84 // indirect + gitlab.com/golang-commonmark/puny v0.0.0-20191124015043-9f83538fa04f // indirect + go.starlark.net v0.0.0-20230302034142-4b1e35fe2254 // indirect + golang.org/x/crypto v0.18.0 // indirect + golang.org/x/exp v0.0.0-20230713183714-613f0c0eb8a1 // indirect + golang.org/x/net v0.20.0 // indirect + golang.org/x/sys v0.16.0 // indirect + golang.org/x/text v0.14.0 // indirect + gopkg.in/yaml.v3 v3.0.1 // indirect + nhooyr.io/websocket v1.8.7 // indirect +) diff --git a/backend/go.sum b/backend/go.sum new file mode 100644 index 0000000..caad7e6 --- /dev/null +++ b/backend/go.sum @@ -0,0 +1,460 @@ +cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= +cloud.google.com/go v0.112.0 h1:tpFCD7hpHFlQ8yPwT3x+QeXqc2T6+n6T+hmABHfDUSM= +cloud.google.com/go v0.112.0/go.mod h1:3jEEVwZ/MHU4djK5t5RHuKOA/GbLddgTdVubX1qnPD4= +cloud.google.com/go/ai v0.3.0 h1:M617N0brv+XFch2KToZUhv6ggzgFZMUnmDkNQjW2pYg= +cloud.google.com/go/ai v0.3.0/go.mod h1:dTuQIBA8Kljuas5z1WNot1QZOl476A9TsFqEi6pzJlI= +cloud.google.com/go/aiplatform v1.58.0 h1:xyCAfpI4yUMOQ4VtHN/bdmxPQ8xoEkTwFM1nbVmuQhs= +cloud.google.com/go/aiplatform v1.58.0/go.mod h1:pwZMGvqe0JRkI1GWSZCtnAfrR4K1bv65IHILGA//VEU= +cloud.google.com/go/compute v1.23.3 h1:6sVlXXBmbd7jNX0Ipq0trII3e4n1/MsADLK6a+aiVlk= +cloud.google.com/go/compute v1.23.3/go.mod h1:VCgBUoMnIVIR0CscqQiPJLAG25E3ZRZMzcFZeQ+h8CI= +cloud.google.com/go/compute/metadata v0.2.3 h1:mg4jlk7mCAj6xXp9UJ4fjI9VUI5rubuGBW5aJ7UnBMY= +cloud.google.com/go/compute/metadata v0.2.3/go.mod h1:VAV5nSsACxMJvgaAuX6Pk2AawlZn8kiOGuCv6gTkwuA= +cloud.google.com/go/iam v1.1.5 h1:1jTsCu4bcsNsE4iiqNT5SHwrDRCfRmIaaaVFhRveTJI= +cloud.google.com/go/iam v1.1.5/go.mod 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v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= +nhooyr.io/websocket v1.8.7 h1:usjR2uOr/zjjkVMy0lW+PPohFok7PCow5sDjLgX4P4g= +nhooyr.io/websocket v1.8.7/go.mod h1:B70DZP8IakI65RVQ51MsWP/8jndNma26DVA/nFSCgW0= diff --git a/backend/llm_tools/tool_download_website.go b/backend/llm_tools/tool_download_website.go new file mode 100644 index 0000000..75163c9 --- /dev/null +++ b/backend/llm_tools/tool_download_website.go @@ -0,0 +1,48 @@ +package llm_tools + +import ( + "context" + "fmt" + "strings" + + "github.com/nilsherzig/localLLMSearch/utils" + "github.com/tmc/langchaingo/callbacks" + "github.com/tmc/langchaingo/tools" +) + +// DownloadWebsite is a tool that can do math. +type DownloadWebsite struct { + CallbacksHandler callbacks.Handler + sessionString string +} + +var _ tools.Tool = DownloadWebsite{} + +func (dw DownloadWebsite) Description() string { + return `Usefull for getting the downloading a website into your vector db. The websites content will be saved into your vector database. + The input to this tool must be a valid http(s) link. You only get a status from this tool, no real information. Use the database tool to query the information after downloading.` +} + +func (dw DownloadWebsite) Name() string { + return "DownloadWebsite" +} + +func (dw DownloadWebsite) Call(ctx context.Context, input string) (string, error) { + if dw.CallbacksHandler != nil { + dw.CallbacksHandler.HandleToolStart(ctx, input) + } + + input = strings.TrimSuffix(input, "\"") + input = strings.TrimPrefix(input, "\"") + + err := utils.DownloadWebsiteToVectorDB(ctx, input, dw.sessionString) + if err != nil { + return fmt.Sprintf("error from evaluator: %s", err.Error()), nil //nolint:nilerr + } + + if dw.CallbacksHandler != nil { + dw.CallbacksHandler.HandleToolEnd(ctx, "success") + } + + return "success", nil +} diff --git a/backend/llm_tools/tool_planer.go b/backend/llm_tools/tool_planer.go new file mode 100644 index 0000000..f13aa82 --- /dev/null +++ b/backend/llm_tools/tool_planer.go @@ -0,0 +1,48 @@ +package llm_tools + +import ( + "context" + "fmt" + + "github.com/nilsherzig/localLLMSearch/utils" + "github.com/tmc/langchaingo/callbacks" + "github.com/tmc/langchaingo/llms/ollama" + "github.com/tmc/langchaingo/tools" +) + +// Feedback is a tool that can do math. +type Feedback struct { + CallbacksHandler callbacks.Handler + sessionString string + Query utils.ClientQuery + Llm *ollama.LLM +} + +var _ tools.Tool = Feedback{} + +func (dw Feedback) Description() string { + return `Usefull for self critique. You have to use this function before submitting a final answer. You have to provide your current attempt at answering the quesion.` +} + +func (dw Feedback) Name() string { + return "Feedback" +} + +func (dw Feedback) Call(ctx context.Context, input string) (string, error) { + if dw.CallbacksHandler != nil { + dw.CallbacksHandler.HandleToolStart(ctx, input) + } + + newPrompt := fmt.Sprintf("Critique if the quesion: `%s` is answered with: `%s`", dw.Query.Prompt, input) + feedback, err := dw.Llm.Call(ctx, newPrompt) // llms.WithTemperature(0.8), + + if err != nil { + return "", err + } + + if dw.CallbacksHandler != nil { + dw.CallbacksHandler.HandleToolEnd(ctx, feedback) + } + + return feedback, nil +} diff --git a/backend/llm_tools/tool_search_vector_db.go b/backend/llm_tools/tool_search_vector_db.go new file mode 100644 index 0000000..040e566 --- /dev/null +++ b/backend/llm_tools/tool_search_vector_db.go @@ -0,0 +1,147 @@ +package llm_tools + +import ( + "context" + "encoding/json" + "fmt" + "log" + "net/url" + "os" + + "github.com/nilsherzig/localLLMSearch/utils" + "github.com/tmc/langchaingo/callbacks" + "github.com/tmc/langchaingo/embeddings" + "github.com/tmc/langchaingo/tools" + "github.com/tmc/langchaingo/vectorstores" + "github.com/tmc/langchaingo/vectorstores/chroma" +) + +// ReadWebsite is a tool that can do math. +type SearchVectorDB struct { + CallbacksHandler callbacks.Handler + SessionString string +} + +var _ tools.Tool = SearchVectorDB{} + +type Result struct { + Text string + Source string +} + +var usedResults = make(map[string]bool) + +func (c SearchVectorDB) Description() string { + return `Usefull for searching through added files and websites. Search for keywords in the text not whole questions, avoid relative words like "yesterday" think about what could be in the text. + The input to this tool will be run against a vector db. The top results will be returned as json` +} + +func (c SearchVectorDB) Name() string { + return "SearchVectorDB" +} + +func (c SearchVectorDB) Call(ctx context.Context, input string) (string, error) { + amountOfResults := 4 // TODO maybe take as many results as possible (with context as max chars?) + scoreThreshold := 0.5 + if c.CallbacksHandler != nil { + c.CallbacksHandler.HandleToolStart(ctx, input) + } + + llm, err := utils.NewEmbeddingsLLM() + if err != nil { + return "", err + } + + ollamaEmbeder, err := embeddings.NewEmbedder(llm) + if err != nil { + return "", err + } + + store, errNs := chroma.New( + chroma.WithChromaURL(os.Getenv("CHROMA_DB_URL")), + chroma.WithEmbedder(ollamaEmbeder), + chroma.WithDistanceFunction("cosine"), + chroma.WithNameSpace(c.SessionString), + ) + + if errNs != nil { + return "", errNs + } + + options := []vectorstores.Option{ + vectorstores.WithScoreThreshold(float32(scoreThreshold)), + } + + // log.Printf("searching for %s in vector db", input) + retriver := vectorstores.ToRetriever(store, amountOfResults, options...) + docs, err := retriver.GetRelevantDocuments(context.Background(), input) + if err != nil { + return "", err + } + + var results []Result + + for _, r := range docs { + newResult := Result{ + Text: r.PageContent, + } + + source, ok := r.Metadata["url"].(string) + if ok { + basedomain, err := extractBaseDomain(source) + if err != nil { + log.Printf("error extracting base domain: %v", err) + break + } + newResult.Source = basedomain + } + + if !usedResults[newResult.Text] { + ch, ok := c.CallbacksHandler.(utils.CustomHandler) + if ok { + ch.HandleVectorFound(ctx, fmt.Sprintf("%s with a score of %f", newResult.Source, r.Score)) + } + results = append(results, newResult) + usedResults[newResult.Text] = true + } + // } else { + // log.Printf("result already used") + // } + } + + if len(docs) == 0 { + + response := "no results found. Try other db search keywords or download more websites." + log.Println(response) + results = append(results, Result{Text: response}) + + } else if len(results) == 0 { + + response := "No new results found, all returned results have been used already. Try other db search keywords or download more websites." + // log.Println(response) + results = append(results, Result{Text: response}) + } + + // c.CallbacksHandler.HandleVectorFound(ctx, input, resp) + if c.CallbacksHandler != nil { + c.CallbacksHandler.HandleToolEnd(ctx, input) + } + + resultJson, err := json.Marshal(results) + if err != nil { + return "", err + } + + // log.Printf("%s", string(resultJson)) + // charCount := utf8.RuneCountInString(string(resultJson)) + // log.Printf("result tokens %d", (charCount / 4)) + + return string(resultJson), nil +} +func extractBaseDomain(inputURL string) (string, error) { + parsedURL, err := url.Parse(inputURL) + if err != nil { + return "", err + } + return parsedURL.Host, nil +} diff --git a/backend/llm_tools/tool_websearch.go b/backend/llm_tools/tool_websearch.go new file mode 100644 index 0000000..a52278b --- /dev/null +++ b/backend/llm_tools/tool_websearch.go @@ -0,0 +1,121 @@ +package llm_tools + +import ( + "context" + "encoding/json" + "fmt" + "log" + "net/http" + "net/url" + "os" + "strings" + "sync" + + "github.com/nilsherzig/localLLMSearch/utils" + "github.com/tmc/langchaingo/callbacks" + "github.com/tmc/langchaingo/tools" +) + +// ReadWebsite is a tool that can do math. +type WebSearch struct { + CallbacksHandler callbacks.Handler + SessionString string +} + +var usedLinks = make(map[string]bool) + +var _ tools.Tool = WebSearch{} + +func (c WebSearch) Description() string { + return `Usefull for searching the internet. The top results for your search query will be downloaded to your vector db.` +} + +func (c WebSearch) Name() string { + return "WebSearch" +} + +func (c WebSearch) Call(ctx context.Context, input string) (string, error) { + if c.CallbacksHandler != nil { + c.CallbacksHandler.HandleToolStart(ctx, input) + } + + input = strings.TrimPrefix(input, "\"") + input = strings.TrimSuffix(input, "\"") + inputQuery := url.QueryEscape(input) + searXNGDomain := os.Getenv("SEARXNG_DOMAIN") + url := fmt.Sprintf("%s/?q=%s&format=json", searXNGDomain, inputQuery) + resp, err := http.Get(url) + + if err != nil { + log.Println("Error making the request:", err) + return "", err + } + defer resp.Body.Close() + + var apiResponse utils.SeaXngResult + if err := json.NewDecoder(resp.Body).Decode(&apiResponse); err != nil { + fmt.Println("Error parsing the JSON:", err) + return "", err + } + + log.Printf("Search found %d Results\n", len(apiResponse.Results)) + + // for i, result := range apiResponse.Results { + // if i < 3 { + // err := DownloadWebsiteToVectorDB(ctx, result.URL, c.sessionString) + // if err != nil { + // return fmt.Sprintf("error from evaluator: %s", err.Error()), nil //nolint:nilerr + // } + // } + // } + + wg := sync.WaitGroup{} + counter := 0 + for i := range apiResponse.Results { + if usedLinks[apiResponse.Results[i].URL] { + continue + } + + if counter > 10 { + break + } + + // if result link ends in .pdf, skip + if strings.HasSuffix(apiResponse.Results[i].URL, ".pdf") { + continue + } + + counter += 1 + wg.Add(1) + go func(i int) { + err := utils.DownloadWebsiteToVectorDB(ctx, apiResponse.Results[i].URL, c.SessionString) + if err != nil { + log.Printf("error from evaluator: %s", err.Error()) + } + ch, ok := c.CallbacksHandler.(utils.CustomHandler) + if ok { + newSource := utils.Source{ + Name: "WebSearch", + Link: apiResponse.Results[i].URL, + } + + ch.HandleSourceAdded(ctx, newSource) + usedLinks[apiResponse.Results[i].URL] = true + } + wg.Done() + }(i) + } + wg.Wait() + + result := fmt.Sprintf("Downloaded websites to vector db. You dont know anything new from this tool, you have to search through the vector db to find anything about the downloaded websites.") + + if c.CallbacksHandler != nil { + c.CallbacksHandler.HandleToolEnd(ctx, result) + } + + if len(apiResponse.Results) == 0 { + return "No results found", fmt.Errorf("No results, we might be rate limited") + } + + return result, nil +} diff --git a/backend/main.go b/backend/main.go new file mode 100644 index 0000000..9ab0767 --- /dev/null +++ b/backend/main.go @@ -0,0 +1,5 @@ +package main + +func main() { + StartApiServer() +} diff --git a/backend/utils/backends.go b/backend/utils/backends.go new file mode 100644 index 0000000..4bbd427 --- /dev/null +++ b/backend/utils/backends.go @@ -0,0 +1,37 @@ +package utils + +import ( + "os" + + "github.com/google/uuid" + "github.com/tmc/langchaingo/llms/ollama" + "github.com/tmc/langchaingo/llms/openai" +) + +func NewGPT35() (*openai.LLM, error) { + return openai.New(openai.WithModel("gpt-3.5-turbo-0125")) +} + +func NewGPT4() (*openai.LLM, error) { + return openai.New(openai.WithModel("gpt-4-1106-preview")) +} + +func NewEmbeddingsLLM() (*ollama.LLM, error) { + modelName := "all-minilm" + return newOllama(modelName) +} + +func NewOllama() (*ollama.LLM, error) { + // modelName := "search:latest" + // modelName := "mistral:latest" + modelName := os.Getenv("OLLAMA_MODEL_NAME") + return newOllama(modelName) +} + +func newOllama(modelName string) (*ollama.LLM, error) { + return ollama.New(ollama.WithModel(modelName), ollama.WithServerURL(os.Getenv("OLLAMA_URL")), ollama.WithRunnerNumCtx(10000)) +} + +func GetSessionString() string { + return uuid.New().String() +} diff --git a/backend/utils/customHandler.go b/backend/utils/customHandler.go new file mode 100644 index 0000000..998053f --- /dev/null +++ b/backend/utils/customHandler.go @@ -0,0 +1,222 @@ +package utils + +import ( + "context" + "encoding/json" + "fmt" + "strings" + "unicode/utf8" + + "github.com/tmc/langchaingo/llms" + "github.com/tmc/langchaingo/schema" +) + +type CustomHandler struct { + OutputChan chan<- HttpJsonStreamElement +} + +func (l CustomHandler) HandleLLMGenerateContentStart(_ context.Context, ms []llms.MessageContent) { + l.LogDebug("Entering LLM with messages:") + for _, m := range ms { + // TODO: Implement logging of other content types + var buf strings.Builder + for _, t := range m.Parts { + if t, ok := t.(llms.TextContent); ok { + buf.WriteString(t.Text) + } + } + l.LogDebug(fmt.Sprintf("Role: %s", m.Role)) + l.LogDebug(fmt.Sprintf("Text: %s", buf.String())) + } +} + +func (l CustomHandler) HandleLLMGenerateContentEnd(_ context.Context, res *llms.ContentResponse) { + fmt.Println("Exiting LLM with response:") + for _, c := range res.Choices { + if c.Content != "" { + l.LogDebug(fmt.Sprintf("Content: %s", c.Content)) + } + if c.StopReason != "" { + l.LogDebug(fmt.Sprintf("StopReason: %s", c.StopReason)) + } + if len(c.GenerationInfo) > 0 { + text := "" + text += fmt.Sprintf("GenerationInfo: ") + for k, v := range c.GenerationInfo { + text += fmt.Sprintf("%20s: %v\n", k, v) + } + l.LogDebug(text) + } + if c.FuncCall != nil { + l.LogDebug(fmt.Sprintf("FuncCall: %s %s", c.FuncCall.Name, c.FuncCall.Arguments)) + } + } +} + +func (l CustomHandler) LogDebug(text string) { + // log.Println(text) + l.OutputChan <- HttpJsonStreamElement{ + Message: text, + Stream: false, + } +} + +func (l CustomHandler) HandleStreamingFunc(_ context.Context, chunk []byte) { + l.OutputChan <- HttpJsonStreamElement{ + Message: string(chunk), + Stream: true, + } +} + +func (l CustomHandler) HandleText(_ context.Context, text string) { + l.OutputChan <- HttpJsonStreamElement{ + Message: text, + Stream: false, + } +} + +func (l CustomHandler) HandleLLMStart(_ context.Context, prompts []string) { + l.OutputChan <- HttpJsonStreamElement{ + Message: fmt.Sprintf("Entering LLM with prompts: %s", prompts), + Stream: false, + StepType: StepHandleLlmStart, + } +} + +func (l CustomHandler) HandleLLMError(_ context.Context, err error) { + fmt.Println("Exiting LLM with error:", err) + l.OutputChan <- HttpJsonStreamElement{ + Message: err.Error(), + Stream: false, + } +} + +func (l CustomHandler) HandleChainStart(_ context.Context, inputs map[string]any) { + chainValuesJson, err := json.Marshal(inputs) + if err != nil { + fmt.Println("Error marshalling chain values:", err) + } + + charCount := utf8.RuneCountInString(string(chainValuesJson)) + + l.OutputChan <- HttpJsonStreamElement{ + Message: fmt.Sprintf("Entering chain with %d tokens: %s", (charCount / 4), chainValuesJson), + Stream: false, + StepType: StepHandleChainStart, + } +} + +func (l CustomHandler) HandleChainEnd(_ context.Context, outputs map[string]any) { + chainValuesJson, err := json.Marshal(outputs) + if err != nil { + fmt.Println("Error marshalling chain values:", err) + } + l.OutputChan <- HttpJsonStreamElement{ + Message: fmt.Sprintf("Exiting chain with outputs: %s", chainValuesJson), + Stream: false, + StepType: StepHandleChainEnd, + } +} + +func (l CustomHandler) HandleChainError(_ context.Context, err error) { + message := fmt.Sprintf("Exiting chain with error: %v", err) + fmt.Println(message) + // check if context is closed? # TODO seems stupid, just use the ctx handler + if l.OutputChan == nil { + fmt.Println("Output channel is nil") + } else { + l.OutputChan <- HttpJsonStreamElement{ + Message: message, + Stream: false, + StepType: StepHandleChainError, + } + } +} + +func (l CustomHandler) HandleToolStart(_ context.Context, input string) { + l.OutputChan <- HttpJsonStreamElement{ + Message: fmt.Sprintf("Entering tool with input: %s", removeNewLines(input)), + Stream: false, + StepType: StepHandleToolStart, + } +} + +func (l CustomHandler) HandleToolEnd(_ context.Context, output string) { + l.OutputChan <- HttpJsonStreamElement{ + Message: fmt.Sprintf("Exiting tool with output: %s", removeNewLines(output)), + Stream: false, + StepType: StepHandleToolEnd, + } +} + +func (l CustomHandler) HandleToolError(_ context.Context, err error) { + fmt.Println("Exiting tool with error:", err) + l.OutputChan <- HttpJsonStreamElement{ + Message: err.Error(), + Stream: false, + } +} + +func (l CustomHandler) HandleAgentAction(_ context.Context, action schema.AgentAction) { + actionJson, err := json.Marshal(action) + if err != nil { + fmt.Println("Error marshalling action:", err) + } + + l.OutputChan <- HttpJsonStreamElement{ + Message: string(actionJson), + Stream: false, + StepType: StepHandleAgentAction, + } +} + +func (l CustomHandler) HandleAgentFinish(_ context.Context, finish schema.AgentFinish) { + l.LogDebug(fmt.Sprintf("Agent finished with: %v", finish)) +} + +func (l CustomHandler) HandleRetrieverStart(_ context.Context, query string) { + fmt.Println("Entering retriever with query:", removeNewLines(query)) +} + +func (l CustomHandler) HandleRetrieverEnd(_ context.Context, query string, documents []schema.Document) { + // fmt.Println("Exiting retriever with documents for query:", documents, query) + l.OutputChan <- HttpJsonStreamElement{ + Message: fmt.Sprintf("Exiting retriever with documents for query: %s", query), + Stream: false, + StepType: StepHandleRetriverEnd, + } +} + +func (l CustomHandler) HandleVectorFound(_ context.Context, vectorString string) { + l.OutputChan <- HttpJsonStreamElement{ + Message: fmt.Sprintf("Found vector %s", vectorString), + Stream: false, + StepType: StepHandleVectorFound, + } +} + +func (l CustomHandler) HandleSourceAdded(_ context.Context, source Source) { + l.OutputChan <- HttpJsonStreamElement{ + Message: "Source added", + Source: source, + Stream: false, + StepType: StepHandleSourceAdded, + } +} + +func formatChainValues(values map[string]any) string { + output := "" + for key, value := range values { + output += fmt.Sprintf("\"%s\" : \"%s\", ", removeNewLines(key), removeNewLines(value)) + } + + return output +} + +func formatAgentAction(action schema.AgentAction) string { + return fmt.Sprintf("\"%s\" with input \"%s\"", removeNewLines(action.Tool), removeNewLines(action.ToolInput)) +} + +func removeNewLines(s any) string { + return strings.ReplaceAll(fmt.Sprint(s), "\n", " ") +} diff --git a/backend/utils/helper.go b/backend/utils/helper.go new file mode 100644 index 0000000..3aa248a --- /dev/null +++ b/backend/utils/helper.go @@ -0,0 +1,24 @@ +package utils + +import ( + "io" + "net/http" +) + +func DownloadWebsiteText(url string) (string, error) { + // Make an HTTP GET request to the URL + resp, err := http.Get(url) + if err != nil { + return "", err // Return the error if the request failed + } + defer resp.Body.Close() + + // Read the response body + body, err := io.ReadAll(resp.Body) + if err != nil { + return "", err // Return the error if reading the body failed + } + + // Convert the body to a string and return it + return string(body), nil +} diff --git a/backend/utils/prompts.go b/backend/utils/prompts.go new file mode 100644 index 0000000..5b7c088 --- /dev/null +++ b/backend/utils/prompts.go @@ -0,0 +1,12 @@ +package utils + +import "fmt" + +func ParsingErrorPrompt() string { + return "Parsing Error: Check your output and make sure it conforms, use the Action/Action Input syntax. Use `Final Answer: [Your last answer] if youre finished" +} + +// ffs i will pay you 10$ if you can get this model to not explain why or how it formatted something haha +func FormatTextAsMArkdownPrompt(text string) string { + return fmt.Sprintf("Format the following text in fancy markdown: '%s'. Prefer lists or tables over normal text. Only write the formatted text, do not write something like 'Here is the fancy text:' just write the text. Dont surround your answer with a codeblock. Use all information provided. Dont write like a human, thats scarry.", text) +} diff --git a/backend/utils/types.go b/backend/utils/types.go new file mode 100644 index 0000000..9968492 --- /dev/null +++ b/backend/utils/types.go @@ -0,0 +1,75 @@ +package utils + +type HttpJsonStreamElement struct { + Close bool `json:"close"` + Message string `json:"message"` + Stream bool `json:"stream"` + StepType StepType `json:"stepType"` + Source Source `json:"source"` +} + +type ClientQuery struct { + Prompt string `json:"prompt"` + MaxIterations int `json:"maxIterations"` + ModelName string `json:"modelName"` +} + +type StepType string + +const ( + StepHandleAgentAction StepType = "HandleAgentAction" + StepHandleAgentFinish StepType = "HandleAgentFinish" + + StepHandleToolStart StepType = "HandleToolStart" + StepHandleToolEnd StepType = "HandleToolEnd" + StepHandleToolError StepType = "HandleToolError" + + StepHandleChainStart StepType = "HandleChainStart" + StepHandleChainEnd StepType = "HandleChainEnd" + StepHandleChainError StepType = "HandleChainError" + + StepHandleLlmStart StepType = "HandleLlmStart" + StepHandleLlmEnd StepType = "HandleLlmEnd" + StepHandleLlmError StepType = "HandleLlmError" + + StepHandleLLMGenerateContentStart StepType = "HandleLLMGenerateContentStart" + StepHandleLLMGenerateContentEnd StepType = "HandleLLMGenerateContentEnd" + + StepHandleSourceAdded StepType = "HandleSourceAdded" + StepHandleVectorFound StepType = "HandleVectorFound" + + StepHandleFinalAnswer StepType = "HandleFinalAnswer" + + StepHandleRetriverStart StepType = "HandleRetriverStart" + StepHandleRetriverEnd StepType = "HandleRetriverEnd" +) + +type Source struct { + Name string `json:"name"` + Link string `json:"link"` + Summary string `json:"summary"` +} + +type SeaXngResult struct { + Query string `json:"query"` + NumberOfResults int `json:"number_of_results"` + Results []struct { + URL string `json:"url"` + Title string `json:"title"` + Content string `json:"content"` + PublishedDate any `json:"publishedDate,omitempty"` + ImgSrc any `json:"img_src,omitempty"` + Engine string `json:"engine"` + ParsedURL []string `json:"parsed_url"` + Template string `json:"template"` + Engines []string `json:"engines"` + Positions []int `json:"positions"` + Score float64 `json:"score"` + Category string `json:"category"` + } `json:"results"` + Answers []any `json:"answers"` + Corrections []any `json:"corrections"` + Infoboxes []any `json:"infoboxes"` + Suggestions []string `json:"suggestions"` + UnresponsiveEngines []any `json:"unresponsive_engines"` +} diff --git a/backend/utils/vector_db_handler.go b/backend/utils/vector_db_handler.go new file mode 100644 index 0000000..d26c7be --- /dev/null +++ b/backend/utils/vector_db_handler.go @@ -0,0 +1,109 @@ +package utils + +import ( + "context" + "fmt" + "log" + "os" + "strings" + "time" + + "github.com/microcosm-cc/bluemonday" + + "github.com/tmc/langchaingo/documentloaders" + "github.com/tmc/langchaingo/embeddings" + "github.com/tmc/langchaingo/schema" + "github.com/tmc/langchaingo/textsplitter" + "github.com/tmc/langchaingo/vectorstores/chroma" +) + +func saveToVectorDb(timeoutCtx context.Context, docs []schema.Document, sessionString string) error { + llm, err := NewEmbeddingsLLM() + if err != nil { + return err + } + + embeder, err := embeddings.NewEmbedder(llm) + if err != nil { + return err + } + + store, errNs := chroma.New( + chroma.WithChromaURL(os.Getenv("CHROMA_DB_URL")), + chroma.WithEmbedder(embeder), + chroma.WithDistanceFunction("cosine"), + chroma.WithNameSpace(sessionString), + ) + + if errNs != nil { + return errNs + } + + type meta = map[string]any + for i := range docs { + if len(docs[i].PageContent) == 0 { + // remove the document from the list + docs = append(docs[:i], docs[i+1:]...) + } + } + + _, errAd := store.AddDocuments(timeoutCtx, docs) + + if errAd != nil { + log.Printf("Error adding document: %v\n", errAd) + return fmt.Errorf("Error adding document: %v\n", errAd) + } + + // log.Printf("Added %d documents\n", len(res)) + return nil +} + +func DownloadWebsiteToVectorDB(ctx context.Context, url string, sessionString string) error { + // log.Printf("downloading: %s", url) + html, err := DownloadWebsiteText(url) + if err != nil { + fmt.Printf("error from evaluator: %s", err.Error()) + return err + } + + sanitizedHtml := stripHtml(html) + if len(sanitizedHtml) == 0 { + return fmt.Errorf("no content found") + } + + vectorLoader := documentloaders.NewText(strings.NewReader(sanitizedHtml)) + splitter := textsplitter.NewTokenSplitter( + textsplitter.WithSeparators([]string{"\n\n", "\n"}), + ) + splitter.ChunkOverlap = 100 + splitter.ChunkSize = 300 + docs, err := vectorLoader.LoadAndSplit(ctx, splitter) + // for i := range docs { + // log.Printf("doc %d: %s", i, docs[i].PageContent) + // } + + for i := range docs { + docs[i].Metadata = map[string]interface{}{ + "url": url, + } + } + + timeoutCtx, cancel := context.WithTimeout(context.Background(), 20*time.Second) + defer cancel() + + err = saveToVectorDb(timeoutCtx, docs, sessionString) + if err != nil { + return err + } + return nil +} + +func stripHtml(html string) string { + policy := bluemonday.StrictPolicy() + result := policy.Sanitize(html) + // result = strings.ReplaceAll(result, "\n", "") + result = strings.ReplaceAll(result, "\t", "") + result = strings.ReplaceAll(result, """, "") + result = strings.ReplaceAll(result, "'", "") + return result +} diff --git a/docker-compose.dev.yaml b/docker-compose.dev.yaml new file mode 100644 index 0000000..12313a5 --- /dev/null +++ b/docker-compose.dev.yaml @@ -0,0 +1,87 @@ +services: + backend-dev: + volumes: + - ./backend/:/app/ + build: + context: ./backend + dockerfile: Dockerfile.dev + environment: + - CHROMA_DB_URL=http://chromadb:8000 + - OLLAMA_URL=http://192.168.0.109:11434 + - SEARXNG_DOMAIN=http://searxng:8080 + - OPENAI_API_KEY=${OPENAI_API_KEY} # just export the key in your shell + - OLLAMA_MODEL_NAME=eramax/starling-lm-7b-beta:q6 + networks: + - llm_network_dev + + frontend-dev: + depends_on: + - backend-dev + build: + context: . + dockerfile: Dockerfile.dev + volumes: + - ./:/app/ + environment: + - BACKEND_URL=http://backend:8080 + ports: + - '3000:5173' + networks: + - llm_network_dev + + chromadb: + image: chromadb/chroma + networks: + - llm_network_dev + # attach: false + # logging: + # driver: none + + redis: + container_name: redis + image: docker.io/library/redis:alpine + command: redis-server --save 30 1 --loglevel warning + networks: + - searxng + volumes: + - redis-data:/data + cap_drop: + - ALL + cap_add: + - SETGID + - SETUID + - DAC_OVERRIDE + + searxng: + container_name: searxng + image: docker.io/searxng/searxng:latest + networks: + - searxng + - llm_network_dev + ports: + - '8080:8080' + volumes: + - ./searxng:/etc/searxng:rw + environment: + - SEARXNG_BASE_URL=https://${SEARXNG_HOSTNAME:-localhost}/ + cap_drop: + - ALL + cap_add: + - CHOWN + - SETGID + - SETUID + logging: + driver: 'json-file' + options: + max-size: '1m' + max-file: '1' + +networks: + llm_network_dev: + driver: bridge + searxng: + ipam: + driver: default + +volumes: + redis-data: diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 0000000..a3af06d --- /dev/null +++ b/package-lock.json @@ -0,0 +1,4658 @@ +{ + "name": "localsearchui", + "version": "0.0.1", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "localsearchui", + "version": "0.0.1", + "dependencies": { + "marked": "^12.0.1", + "node-fetch": "^3.3.2" + }, + "devDependencies": { + "@sveltejs/adapter-auto": "^3.0.0", + "@sveltejs/adapter-node": "^5.0.1", + "@sveltejs/kit": "^2.0.0", + "@sveltejs/vite-plugin-svelte": "^3.0.0", + "@tailwindcss/typography": "^0.5.10", + "@types/eslint": "^8.56.0", + "@typescript-eslint/eslint-plugin": "^7.0.0", + "@typescript-eslint/parser": "^7.0.0", + "autoprefixer": "^10.4.18", + "eslint": "^8.56.0", + 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"scripts": { + "dev": "vite dev", + "build": "vite build", + "preview": "vite preview", + "check": "svelte-kit sync && svelte-check --tsconfig ./tsconfig.json", + "check:watch": "svelte-kit sync && svelte-check --tsconfig ./tsconfig.json --watch", + "lint": "prettier --check . && eslint .", + "format": "prettier --write ." + }, + "devDependencies": { + "@sveltejs/adapter-auto": "^3.0.0", + "@sveltejs/adapter-node": "^5.0.1", + "@sveltejs/kit": "^2.0.0", + "@sveltejs/vite-plugin-svelte": "^3.0.0", + "@tailwindcss/typography": "^0.5.10", + "@types/eslint": "^8.56.0", + "@typescript-eslint/eslint-plugin": "^7.0.0", + "@typescript-eslint/parser": "^7.0.0", + "autoprefixer": "^10.4.18", + "eslint": "^8.56.0", + "eslint-config-prettier": "^9.1.0", + "eslint-plugin-svelte": "^2.35.1", + "postcss": "^8.4.37", + "prettier": "^3.1.1", + "prettier-plugin-svelte": "^3.1.2", + "svelte": "^4.2.7", + "svelte-check": "^3.6.0", + "tailwindcss": "^3.4.1", + "tslib": "^2.4.1", + "typescript": "^5.0.0", + "vite": "^5.0.3" + }, + "type": "module", + "dependencies": { + "marked": "^12.0.1", + "node-fetch": "^3.3.2" + } +} diff --git a/postcss.config.js b/postcss.config.js new file mode 100644 index 0000000..2e7af2b --- /dev/null +++ b/postcss.config.js @@ -0,0 +1,6 @@ +export default { + plugins: { + tailwindcss: {}, + autoprefixer: {}, + }, +} diff --git a/searxng/limiter.toml b/searxng/limiter.toml new file mode 100644 index 0000000..c7bfbfb --- /dev/null +++ b/searxng/limiter.toml @@ -0,0 +1,6 @@ +# This configuration file updates the default configuration file +# See https://github.com/searxng/searxng/blob/master/searx/botdetection/limiter.toml + +[botdetection.ip_limit] +# activate link_token method in the ip_limit method +link_token = true diff --git a/searxng/settings.yml b/searxng/settings.yml new file mode 100644 index 0000000..09cc19d --- /dev/null +++ b/searxng/settings.yml @@ -0,0 +1,27 @@ +# see https://docs.searxng.org/admin/settings/settings.html#settings-use-default-settings +use_default_settings: true +server: + # base_url is defined in the SEARXNG_BASE_URL environment variable, see .env and docker-compose.yml + secret_key: "51b30631d62b441ec1715009d96cf324f89993401cb2ce8301c4170d2fe6ed13" # change this! + limiter: false # can be disabled for a private instance + image_proxy: true +ui: + static_use_hash: true +redis: + url: redis://redis:6379/0 +search: + safe_search: 0 + autocomplete: "" + default_lang: "" + ban_time_on_fail: 5 + max_ban_time_on_fail: 120 + suspended_times: + SearxEngineAccessDenied: 86400 + SearxEngineCaptcha: 86400 + SearxEngineTooManyRequests: 3600 + cf_SearxEngineCaptcha: 1296000 + cf_SearxEngineAccessDenied: 86400 + recaptcha_SearxEngineCaptcha: 604800 + formats: + - html + - json diff --git a/searxng/uwsgi.ini b/searxng/uwsgi.ini new file mode 100644 index 0000000..dd1247a --- /dev/null +++ b/searxng/uwsgi.ini @@ -0,0 +1,50 @@ +[uwsgi] +# Who will run the code +uid = searxng +gid = searxng + +# Number of workers (usually CPU count) +# default value: %k (= number of CPU core, see Dockerfile) +workers = %k + +# Number of threads per worker +# default value: 4 (see Dockerfile) +threads = 4 + +# The right granted on the created socket +chmod-socket = 666 + +# Plugin to use and interpreter config +single-interpreter = true +master = true +plugin = python3 +lazy-apps = true +enable-threads = 4 + +# Module to import +module = searx.webapp + +# Virtualenv and python path +pythonpath = /usr/local/searxng/ +chdir = /usr/local/searxng/searx/ + +# automatically set processes name to something meaningful +auto-procname = true + +# Disable request logging for privacy +disable-logging = true +log-5xx = true + +# Set the max size of a request (request-body excluded) +buffer-size = 8192 + +# No keep alive +# See https://github.com/searx/searx-docker/issues/24 +add-header = Connection: close + +# uwsgi serves the static files +static-map = /static=/usr/local/searxng/searx/static +# expires set to one day +static-expires = /* 86400 +static-gzip-all = True +offload-threads = 4 diff --git a/src/app.css b/src/app.css new file mode 100644 index 0000000..b5c61c9 --- /dev/null +++ b/src/app.css @@ -0,0 +1,3 @@ +@tailwind base; +@tailwind components; +@tailwind utilities; diff --git a/src/app.d.ts b/src/app.d.ts new file mode 100644 index 0000000..743f07b --- /dev/null +++ b/src/app.d.ts @@ -0,0 +1,13 @@ +// See https://kit.svelte.dev/docs/types#app +// for information about these interfaces +declare global { + namespace App { + // interface Error {} + // interface Locals {} + // interface PageData {} + // interface PageState {} + // interface Platform {} + } +} + +export {}; diff --git a/src/app.html b/src/app.html new file mode 100644 index 0000000..77a5ff5 --- /dev/null +++ b/src/app.html @@ -0,0 +1,12 @@ + + + + + + + %sveltekit.head% + + +
%sveltekit.body%
+ + diff --git a/src/lib/bottom_bar.svelte b/src/lib/bottom_bar.svelte new file mode 100644 index 0000000..250789a --- /dev/null +++ b/src/lib/bottom_bar.svelte @@ -0,0 +1,64 @@ + + +
+
+ + +
+
diff --git a/src/lib/dropdown_button.svelte b/src/lib/dropdown_button.svelte new file mode 100644 index 0000000..af95304 --- /dev/null +++ b/src/lib/dropdown_button.svelte @@ -0,0 +1,32 @@ + + +
+ {#if collapsed} + + + + {:else} + + + + {/if} +
diff --git a/src/lib/index.ts b/src/lib/index.ts new file mode 100644 index 0000000..856f2b6 --- /dev/null +++ b/src/lib/index.ts @@ -0,0 +1 @@ +// place files you want to import through the `$lib` alias in this folder. diff --git a/src/lib/log_item.svelte b/src/lib/log_item.svelte new file mode 100644 index 0000000..b97fdcc --- /dev/null +++ b/src/lib/log_item.svelte @@ -0,0 +1,119 @@ + + +
+
+
+ {#if logElement.stepType == StepType.HandleChainError || logElement.stepType == StepType.HandleToolError || logElement.stepType == StepType.HandleLlmError} +
+ {logElement.message} +
+ {:else if logElement.stepType == StepType.HandleFinalAnswer} +
+
+ {@html marked.parse(logElement.message)} +
+
+ {:else if logElement.stepType == StepType.HandleToolStart} +
+ {logElement.message} + +
+ {:else if logElement.stepType == StepType.HandleAgentAction} +
+ {logElement.message} +
+ {:else if logElement.stepType == StepType.HandleChainStart} + + + +
+ {logElement.message.slice(0, 200)}... +
+ {:else if logElement.stepType == StepType.HandleChainEnd} +
+ {logElement.message} +
+ {:else if logElement.stepType == StepType.HandleSourceAdded} +
+ + favicon + {logElement.source.link} + {logElement.source.summary} + +
+ {:else} +
+ {logElement.message} +
+ {/if} +
+
+
+ + + + + + + + + + + + diff --git a/src/lib/log_node.svelte b/src/lib/log_node.svelte new file mode 100644 index 0000000..cd49a3b --- /dev/null +++ b/src/lib/log_node.svelte @@ -0,0 +1,38 @@ + + + + + + +

+ + {#if logElement.parent} + Parent: {logElement.parent.message} + {/if} +

+ +{#if open} + {#each children as child} + + {/each} +{/if} diff --git a/src/lib/types/types.ts b/src/lib/types/types.ts new file mode 100644 index 0000000..91e9fd3 --- /dev/null +++ b/src/lib/types/types.ts @@ -0,0 +1,36 @@ +export type LogElement = { + children: LogElement[]; + close: boolean; + message: string; + parent: LogElement; + source: Source; + stepLevel: number; + stepType: StepType; + stream: boolean; +}; + +export const enum StepType { + HandleAgentAction = "HandleAgentAction", + HandleAgentFinish = "HandleAgentFinish", + HandleChainEnd = "HandleChainEnd", + HandleChainError = "HandleChainError", + HandleChainStart = "HandleChainStart", + HandleFinalAnswer = "HandleFinalAnswer", + HandleLLMGenerateContentEnd = "HandleLLMGenerateContentEnd", + HandleLLMGenerateContentStart = "HandleLLMGenerateContentStart", + HandleLlmEnd = "HandleLlmEnd", + HandleLlmError = "HandleLlmError", + HandleLlmStart = "HandleLlmStart", + HandleSourceAdded = "HandleSourceAdded", + HandleToolEnd = "HandleToolEnd", + HandleToolError = "HandleToolError", + HandleToolStart = "HandleToolStart", + HandleVectorFound = "HandleVectorFound", +} + +export type Source = { + name: string; + link: string; + summary: string; +}; + diff --git a/src/routes/+layout.svelte b/src/routes/+layout.svelte new file mode 100644 index 0000000..2e511e0 --- /dev/null +++ b/src/routes/+layout.svelte @@ -0,0 +1,5 @@ + + + diff --git a/src/routes/+page.svelte b/src/routes/+page.svelte new file mode 100644 index 0000000..301ac71 --- /dev/null +++ b/src/routes/+page.svelte @@ -0,0 +1,225 @@ + + + + + + + + +
+
+
+ {#if showExamplePrompts} +
+ {#each examplePrompts as examplePrompt} +
+ +
+ {/each} +
+ {/if} + {#each logs as log, index} +
+ {#if index == logs.length - 1} +
+ +
+ {:else} + + {/if} +
+ {/each} +
+
+
+
+
+
+
+
+ + + + +
+
+
+
+
+ +
+ + diff --git a/src/routes/beta/+page.svelte b/src/routes/beta/+page.svelte new file mode 100644 index 0000000..e461c21 --- /dev/null +++ b/src/routes/beta/+page.svelte @@ -0,0 +1,129 @@ + + +
+ +
+ + diff --git a/static/favicon.png b/static/favicon.png new file mode 100644 index 0000000..825b9e6 Binary files /dev/null and b/static/favicon.png differ diff --git a/svelte.config.js b/svelte.config.js new file mode 100644 index 0000000..1705dfc --- /dev/null +++ b/svelte.config.js @@ -0,0 +1,19 @@ +// import adapter from '@sveltejs/adapter-auto'; +import adapter from '@sveltejs/adapter-node'; +import { vitePreprocess } from '@sveltejs/vite-plugin-svelte'; + +/** @type {import('@sveltejs/kit').Config} */ +const config = { + // Consult https://kit.svelte.dev/docs/integrations#preprocessors + // for more information about preprocessors + preprocess: vitePreprocess(), + + kit: { + // adapter-auto only supports some environments, see https://kit.svelte.dev/docs/adapter-auto for a list. + // If your environment is not supported or you settled on a specific environment, switch out the adapter. + // See https://kit.svelte.dev/docs/adapters for more information about adapters. + adapter: adapter() + } +}; + +export default config; diff --git a/tailwind.config.js b/tailwind.config.js new file mode 100644 index 0000000..b2bc11b --- /dev/null +++ b/tailwind.config.js @@ -0,0 +1,13 @@ +/** @type {import('tailwindcss').Config} */ +export default { + content: ['./src/**/*.{html,js,svelte,ts}'], + theme: { + extend: { + transitionProperty: { + width: 'width', + height: 'height' + } + } + }, + plugins: [require('@tailwindcss/typography')] +}; diff --git a/tsconfig.json b/tsconfig.json new file mode 100644 index 0000000..fc93cbd --- /dev/null +++ b/tsconfig.json @@ -0,0 +1,19 @@ +{ + "extends": "./.svelte-kit/tsconfig.json", + "compilerOptions": { + "allowJs": true, + "checkJs": true, + "esModuleInterop": true, + "forceConsistentCasingInFileNames": true, + "resolveJsonModule": true, + "skipLibCheck": true, + "sourceMap": true, + "strict": true, + "moduleResolution": "bundler" + } + // Path aliases are handled by https://kit.svelte.dev/docs/configuration#alias + // except $lib which is handled by https://kit.svelte.dev/docs/configuration#files + // + // If you want to overwrite includes/excludes, make sure to copy over the relevant includes/excludes + // from the referenced tsconfig.json - TypeScript does not merge them in +} diff --git a/vite.config.ts b/vite.config.ts new file mode 100644 index 0000000..bcadac7 --- /dev/null +++ b/vite.config.ts @@ -0,0 +1,15 @@ +import { sveltekit } from '@sveltejs/kit/vite'; +import { defineConfig } from 'vite'; + +export default defineConfig({ + plugins: [sveltekit()], + server: { + proxy: { + '/api': { + target: 'http://backend-dev:8080', + changeOrigin: true, + rewrite: path => path.replace(/^\/api/, '/stream') // proxy request to go backend + } + } + } +});