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Author SHA1 Message Date
realies
b68aec1b7f fix(docker-usage): init 2025-03-03 04:56:44 +00:00
20 changed files with 206 additions and 258 deletions

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@@ -10,6 +10,9 @@ on:
jobs:
build-and-push:
runs-on: ubuntu-latest
strategy:
matrix:
service: [backend, app]
steps:
- name: Checkout code
uses: actions/checkout@v3
@@ -33,24 +36,38 @@ jobs:
id: version
run: echo "RELEASE_VERSION=${GITHUB_REF#refs/tags/}" >> $GITHUB_ENV
- name: Build and push Docker image (latest)
- name: Build and push Docker image for ${{ matrix.service }}
if: github.ref == 'refs/heads/master' && github.event_name == 'push'
run: |
docker buildx create --use
docker buildx build --platform linux/amd64,linux/arm64,linux/arm/v7 \
--cache-from=type=registry,ref=itzcrazykns1337/perplexica:latest \
if [[ "${{ matrix.service }}" == "backend" ]]; then \
DOCKERFILE=backend.dockerfile; \
IMAGE_NAME=perplexica-backend; \
else \
DOCKERFILE=app.dockerfile; \
IMAGE_NAME=perplexica-frontend; \
fi
docker buildx build --platform linux/amd64,linux/arm64 \
--cache-from=type=registry,ref=itzcrazykns1337/${IMAGE_NAME}:main \
--cache-to=type=inline \
-f docker/Dockerfile \
-t itzcrazykns1337/perplexica:latest \
-f $DOCKERFILE \
-t itzcrazykns1337/${IMAGE_NAME}:main \
--push .
- name: Build and push Docker image (release)
- name: Build and push release Docker image for ${{ matrix.service }}
if: github.event_name == 'release'
run: |
docker buildx create --use
docker buildx build --platform linux/amd64,linux/arm64,linux/arm/v7 \
--cache-from=type=registry,ref=itzcrazykns1337/perplexica:${{ env.RELEASE_VERSION }} \
if [[ "${{ matrix.service }}" == "backend" ]]; then \
DOCKERFILE=backend.dockerfile; \
IMAGE_NAME=perplexica-backend; \
else \
DOCKERFILE=app.dockerfile; \
IMAGE_NAME=perplexica-frontend; \
fi
docker buildx build --platform linux/amd64,linux/arm64 \
--cache-from=type=registry,ref=itzcrazykns1337/${IMAGE_NAME}:${{ env.RELEASE_VERSION }} \
--cache-to=type=inline \
-f docker/Dockerfile \
-t itzcrazykns1337/perplexica:${{ env.RELEASE_VERSION }} \
-f $DOCKERFILE \
-t itzcrazykns1337/${IMAGE_NAME}:${{ env.RELEASE_VERSION }} \
--push .

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@@ -1,23 +1,8 @@
# 🚀 Perplexica - An AI-powered search engine 🔎 <!-- omit in toc -->
<div align="center" markdown="1">
<sup>Special thanks to:</sup>
<br>
<br>
<a href="https://www.warp.dev/perplexica">
<img alt="Warp sponsorship" width="400" src="https://github.com/user-attachments/assets/775dd593-9b5f-40f1-bf48-479faff4c27b">
</a>
### [Warp, the AI Devtool that lives in your terminal](https://www.warp.dev/perplexica)
[Available for MacOS, Linux, & Windows](https://www.warp.dev/perplexica)
</div>
<hr/>
[![Discord](https://dcbadge.vercel.app/api/server/26aArMy8tT?style=flat&compact=true)](https://discord.gg/26aArMy8tT)
![preview](.assets/perplexica-screenshot.png?)
## Table of Contents <!-- omit in toc -->
@@ -26,7 +11,7 @@
- [Preview](#preview)
- [Features](#features)
- [Installation](#installation)
- [Docker Installation (Recommended)](#docker-installation-recommended)
- [Getting Started with Docker (Recommended)](#getting-started-with-docker-recommended)
- [Non-Docker Installation](#non-docker-installation)
- [Nginx Reverse Proxy](#nginx-reverse-proxy)
- [Ollama Connection Errors](#ollama-connection-errors)
@@ -72,9 +57,9 @@ It has many more features like image and video search. Some of the planned featu
## Installation
Perplexica can be installed using Docker (recommended) or directly on your system.
There are mainly 2 ways of installing Perplexica - With Docker, Without Docker. Using Docker is highly recommended.
### Docker Installation (Recommended)
### Getting Started with Docker (Recommended)
1. Ensure Docker is installed and running on your system.
2. Clone the Perplexica repository:
@@ -102,15 +87,10 @@ Perplexica can be installed using Docker (recommended) or directly on your syste
docker compose up -d
```
6. Wait a few minutes for the setup to complete. You can access Perplexica at http://localhost:8080 in your web browser.
6. Wait a few minutes for the setup to complete. You can access Perplexica at http://localhost:3000 in your web browser.
**Note**: After the containers are built, you can start Perplexica directly from Docker without having to open a terminal.
The Docker configuration is located in the `docker/` directory, containing:
- Dockerfile with multi-stage build for efficient images
- Service configurations for the integrated process manager
- Nginx reverse proxy configuration
### Non-Docker Installation
1. Install SearXNG and allow `JSON` format in the SearXNG settings.

15
app.dockerfile Normal file
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@@ -0,0 +1,15 @@
FROM node:20.18.0-alpine
ARG NEXT_PUBLIC_WS_URL=ws://127.0.0.1:3001
ARG NEXT_PUBLIC_API_URL=http://127.0.0.1:3001/api
ENV NEXT_PUBLIC_WS_URL=${NEXT_PUBLIC_WS_URL}
ENV NEXT_PUBLIC_API_URL=${NEXT_PUBLIC_API_URL}
WORKDIR /home/perplexica
COPY ui /home/perplexica/
RUN yarn install --frozen-lockfile
RUN yarn build
CMD ["yarn", "start"]

17
backend.dockerfile Normal file
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@@ -0,0 +1,17 @@
FROM node:18-slim
WORKDIR /home/perplexica
COPY src /home/perplexica/src
COPY tsconfig.json /home/perplexica/
COPY drizzle.config.ts /home/perplexica/
COPY package.json /home/perplexica/
COPY yarn.lock /home/perplexica/
RUN mkdir /home/perplexica/data
RUN mkdir /home/perplexica/uploads
RUN yarn install --frozen-lockfile --network-timeout 600000
RUN yarn build
CMD ["yarn", "start"]

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@@ -2,43 +2,62 @@ services:
searxng:
image: docker.io/searxng/searxng:latest
volumes:
- ./searxng:/etc/searxng
- ./searxng:/etc/searxng:rw
ports:
- 4000:8080
networks:
- perplexica-network
restart: unless-stopped
perplexica:
image: itzcrazykns1337/perplexica:latest
ports:
- "8080:8080"
perplexica-backend:
build:
context: .
dockerfile: backend.dockerfile
image: itzcrazykns1337/perplexica-backend:main
environment:
- SEARXNG_API_URL=http://searxng:4000
- SIMILARITY_MEASURE=cosine
- KEEP_ALIVE=5m
- OPENAI_API_KEY=${OPENAI_API_KEY:-}
- GROQ_API_KEY=${GROQ_API_KEY:-}
- ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY:-}
- GEMINI_API_KEY=${GEMINI_API_KEY:-}
- OLLAMA_API_URL=${OLLAMA_API_URL:-}
- CUSTOM_OPENAI_API_KEY=${CUSTOM_OPENAI_API_KEY:-}
- CUSTOM_OPENAI_API_URL=${CUSTOM_OPENAI_API_URL:-}
- CUSTOM_OPENAI_MODEL_NAME=${CUSTOM_OPENAI_MODEL_NAME:-}
volumes:
- backend-dbstore:/app/backend/data
- uploads:/app/backend/uploads
extra_hosts:
- 'host.docker.internal:host-gateway'
- SEARXNG_API_URL=http://searxng:8080
depends_on:
- searxng
ports:
- 3001:3001
volumes:
- backend-dbstore:/home/perplexica/data
- uploads:/home/perplexica/uploads
- ./config.toml:/home/perplexica/config.toml
extra_hosts:
- 'host.docker.internal:host-gateway'
networks:
- perplexica-network
restart: unless-stopped
perplexica-frontend:
build:
context: .
dockerfile: app.dockerfile
args:
- NEXT_PUBLIC_API_URL=/api
- NEXT_PUBLIC_WS_URL=auto
image: itzcrazykns1337/perplexica-frontend:main
depends_on:
- perplexica-backend
ports:
- 3000:3000
networks:
- perplexica-network
restart: unless-stopped
nginx:
image: nginx:alpine
ports:
- "8080:80"
volumes:
- ./nginx.conf:/etc/nginx/nginx.conf:ro
depends_on:
- perplexica-frontend
- perplexica-backend
networks:
- perplexica-network
restart: unless-stopped
healthcheck:
test: ["CMD", "curl", "-f", "http://localhost:8080/"]
interval: 30s
timeout: 10s
retries: 3
start_period: 5s
networks:
perplexica-network:

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@@ -1,93 +0,0 @@
# Multi-stage build for Perplexica
# Stage 1: Build the backend
FROM node:lts-alpine as backend-builder
WORKDIR /app
COPY src ./src
COPY tsconfig.json drizzle.config.ts package.json yarn.lock ./
RUN yarn install --frozen-lockfile --network-timeout 600000 && \
yarn build
# Stage 2: Build the frontend
FROM node:lts-alpine as frontend-builder
WORKDIR /app
COPY ui ./
ARG NEXT_PUBLIC_API_URL=/api
ARG NEXT_PUBLIC_WS_URL=auto
ENV NEXT_PUBLIC_API_URL=${NEXT_PUBLIC_API_URL}
ENV NEXT_PUBLIC_WS_URL=${NEXT_PUBLIC_WS_URL}
RUN yarn install --frozen-lockfile && \
yarn build
# Stage 3: Final image
FROM node:lts-alpine
# Install curl and jq for GitHub API access
RUN apk add --no-cache curl jq
# Determine latest S6 overlay version at build time
RUN S6_OVERLAY_VERSION=$(curl -s https://api.github.com/repos/just-containers/s6-overlay/releases/latest | jq -r .tag_name | sed 's/^v//') && \
echo "Using S6 overlay version: $S6_OVERLAY_VERSION" && \
echo "$S6_OVERLAY_VERSION" > /tmp/s6-version
# Use Docker's TARGETARCH for automatic architecture detection
ARG TARGETARCH
# Install additional required packages and create directory structure in one layer
RUN apk add --no-cache \
nginx \
tzdata \
bash && \
mkdir -p /app/backend /app/frontend /app/data /app/uploads
# Map Docker's architecture names to s6-overlay architecture names and download/install
RUN S6_OVERLAY_VERSION=$(cat /tmp/s6-version) && \
case "${TARGETARCH}" in \
"amd64") S6_OVERLAY_ARCH="x86_64" ;; \
"arm64") S6_OVERLAY_ARCH="aarch64" ;; \
"arm") S6_OVERLAY_ARCH="arm" ;; \
*) echo "Unsupported architecture: ${TARGETARCH}. Only amd64, arm64, and arm are supported." && exit 1 ;; \
esac && \
echo "Target architecture: ${TARGETARCH} -> S6 architecture: ${S6_OVERLAY_ARCH}" && \
echo "Downloading s6-overlay v${S6_OVERLAY_VERSION} for architecture: ${S6_OVERLAY_ARCH}" && \
curl -L -s -o /tmp/s6-overlay-noarch.tar.xz "https://github.com/just-containers/s6-overlay/releases/download/v${S6_OVERLAY_VERSION}/s6-overlay-noarch.tar.xz" && \
tar -C / -Jxpf /tmp/s6-overlay-noarch.tar.xz && \
curl -L -s -o /tmp/s6-overlay-arch.tar.xz "https://github.com/just-containers/s6-overlay/releases/download/v${S6_OVERLAY_VERSION}/s6-overlay-${S6_OVERLAY_ARCH}.tar.xz" && \
tar -C / -Jxpf /tmp/s6-overlay-arch.tar.xz && \
curl -L -s -o /tmp/s6-overlay-symlinks-noarch.tar.xz "https://github.com/just-containers/s6-overlay/releases/download/v${S6_OVERLAY_VERSION}/s6-overlay-symlinks-noarch.tar.xz" && \
tar -C / -Jxpf /tmp/s6-overlay-symlinks-noarch.tar.xz && \
rm -f /tmp/s6-overlay-*.tar.xz /tmp/s6-version
# Copy configuration files
COPY docker/etc/s6-overlay/services /etc/services.d/
COPY docker/etc/nginx/nginx.conf /etc/nginx/nginx.conf
# Make service scripts executable
RUN chmod +x /etc/services.d/*/run /etc/services.d/*/finish
# Copy application files from builders
COPY --from=backend-builder /app/dist /app/backend/dist
COPY --from=backend-builder /app/node_modules /app/backend/node_modules
COPY --from=backend-builder /app/package.json /app/backend/package.json
COPY --from=backend-builder /app/drizzle.config.ts /app/backend/drizzle.config.ts
# Copy only the schema file for Drizzle migrations
COPY --from=backend-builder /app/src/db/schema.ts /app/backend/src/db/schema.ts
COPY --from=frontend-builder /app/.next /app/frontend/.next
COPY --from=frontend-builder /app/node_modules /app/frontend/node_modules
COPY --from=frontend-builder /app/package.json /app/frontend/package.json
COPY --from=frontend-builder /app/public /app/frontend/public
# Configure volumes and ports
VOLUME ["/app/backend/data", "/app/backend/uploads"]
EXPOSE 8080
# Set up healthcheck
HEALTHCHECK --interval=30s --timeout=10s --start-period=5s --retries=3 \
CMD curl -f http://localhost:8080/ || exit 1
ENTRYPOINT ["/init"]

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@@ -1,3 +0,0 @@
#!/usr/bin/with-contenv bash
s6-svc -d /var/run/s6/services/frontend
s6-svc -d /var/run/s6/services/nginx

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@@ -1,8 +0,0 @@
#!/usr/bin/with-contenv bash
cd /app/backend
# Run database migrations before starting the app
yarn db:push
# Start the application
exec node dist/app.js

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@@ -1,2 +0,0 @@
#!/usr/bin/with-contenv bash
s6-svc -d /var/run/s6/services/nginx

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@@ -1,3 +0,0 @@
#!/usr/bin/with-contenv bash
cd /app/frontend
exec node_modules/.bin/next start

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@@ -1,2 +0,0 @@
#!/usr/bin/with-contenv bash
exec nginx -g "daemon off;"

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@@ -1,10 +1,12 @@
# Accessing Perplexica over a Network
# Exposing Perplexica to a Network
This guide explains how to access Perplexica over your network using the nginx reverse proxy included in the Docker setup.
This guide explains how to make Perplexica available over a network using the built-in Nginx reverse proxy.
## Basic Network Access
## Accessing Perplexica Over a Network
Perplexica is automatically accessible from any device on your network:
### Basic Access
With the Nginx reverse proxy, Perplexica is automatically accessible from any device on your network:
1. Start Perplexica using Docker Compose:
```bash
@@ -21,15 +23,28 @@ Perplexica is automatically accessible from any device on your network:
http://YOUR_SERVER_IP:8080
```
## Custom Port Configuration
### Domain Configuration
If you have a domain name, you can point it to your server:
1. Configure your domain's DNS settings to point to your server IP
2. Access Perplexica via:
```
http://your-domain.com:8080
```
## Advanced Configuration
### Custom Port
If you need to use a different port instead of the default 8080:
1. Modify the `docker-compose.yaml` file:
```yaml
perplexica:
nginx:
ports:
- "YOUR_CUSTOM_PORT:8080"
- "YOUR_CUSTOM_PORT:80"
```
2. Restart the containers:
@@ -37,10 +52,55 @@ If you need to use a different port instead of the default 8080:
docker compose down && docker compose up -d
```
### SSL/HTTPS Configuration
For secure HTTPS access:
1. Modify the Nginx configuration to include SSL:
```nginx
# In nginx.conf
server {
listen 80;
listen 443 ssl;
ssl_certificate /path/to/certificate.crt;
ssl_certificate_key /path/to/private.key;
# Rest of configuration...
}
```
2. Update the Docker volume to include your certificates:
```yaml
nginx:
volumes:
- ./nginx.conf:/etc/nginx/nginx.conf:ro
- ./ssl:/path/to/ssl:ro
```
3. Restart the containers:
```bash
docker compose down && docker compose up -d
```
4. Or just use another reverse proxy on top of this one...
## Troubleshooting
If you encounter issues accessing Perplexica over your network:
1. **Firewall Settings**: Ensure port 8080 (or your custom port) is allowed in your firewall
2. **Docker Logs**: Check for any connection issues with `docker logs perplexica`
3. **Network Access**: Make sure your devices are on the same network and can reach the server
2. **Docker Network**: Check if Docker's network settings allow external connections:
```bash
docker network inspect perplexica_perplexica-network
```
3. **Nginx Logs**: Check for any connection issues:
```bash
docker logs perplexica-nginx-1
```
4. **Direct Access**: Verify if you can access the services directly:
- Frontend: http://YOUR_SERVER_IP:3000
- Backend: http://YOUR_SERVER_IP:3001

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@@ -7,17 +7,12 @@ http {
absolute_redirect off;
server {
listen 8080;
server_name localhost;
# Global timeout settings for all locations
proxy_read_timeout 86400s; # 24 hours
proxy_send_timeout 86400s; # 24 hours
proxy_connect_timeout 60s; # Connection establishment timeout
listen 80;
server_name localhost:8080;
# API requests
location /api {
proxy_pass http://localhost:3001;
proxy_pass http://perplexica-backend:3001;
proxy_set_header Host $host;
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
@@ -26,7 +21,7 @@ http {
# WebSocket requests
location /ws {
proxy_pass http://localhost:3001;
proxy_pass http://perplexica-backend:3001;
proxy_http_version 1.1;
proxy_set_header Upgrade $http_upgrade;
proxy_set_header Connection "upgrade";
@@ -38,7 +33,7 @@ http {
# Frontend requests
location / {
proxy_pass http://localhost:3000;
proxy_pass http://perplexica-frontend:3000;
proxy_set_header Host $host;
proxy_set_header X-Real-IP $remote_addr;
proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;

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@@ -8,7 +8,7 @@ import { ChatOpenAI } from '@langchain/openai';
const suggestionGeneratorPrompt = `
You are an AI suggestion generator for an AI powered search engine. You will be given a conversation below. You need to generate 4-5 suggestions based on the conversation. The suggestion should be relevant to the conversation that can be used by the user to ask the chat model for more information.
You need to make sure the suggestions are relevant to the conversation and are helpful to the user. Keep a note that the user might use these suggestions to ask a chat model for more information.
You need to make sure the suggestions are relevant to the conversation and are helpful to the user. Keep a note that the user might use these suggestions to ask a chat model for more information.
Make sure the suggestions are medium in length and are informative and relevant to the conversation.
Provide these suggestions separated by newlines between the XML tags <suggestions> and </suggestions>. For example:

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@@ -41,83 +41,39 @@ type RecursivePartial<T> = {
[P in keyof T]?: RecursivePartial<T[P]>;
};
const loadConfig = () => {
try {
return toml.parse(
fs.readFileSync(path.join(__dirname, `../${configFileName}`), 'utf-8'),
) as any as Config;
} catch (error) {
// Return default config if file doesn't exist
return {
GENERAL: {
PORT: 3001,
SIMILARITY_MEASURE: 'cosine',
KEEP_ALIVE: '5m',
},
MODELS: {
OPENAI: {
API_KEY: '',
},
GROQ: {
API_KEY: '',
},
ANTHROPIC: {
API_KEY: '',
},
GEMINI: {
API_KEY: '',
},
OLLAMA: {
API_URL: '',
},
CUSTOM_OPENAI: {
API_URL: '',
API_KEY: '',
MODEL_NAME: '',
},
},
API_ENDPOINTS: {
SEARXNG: '',
},
};
}
};
const loadConfig = () =>
toml.parse(
fs.readFileSync(path.join(__dirname, `../${configFileName}`), 'utf-8'),
) as any as Config;
export const getPort = () =>
process.env.PORT ? parseInt(process.env.PORT, 10) : loadConfig().GENERAL.PORT;
export const getPort = () => loadConfig().GENERAL.PORT;
export const getSimilarityMeasure = () =>
process.env.SIMILARITY_MEASURE || loadConfig().GENERAL.SIMILARITY_MEASURE;
loadConfig().GENERAL.SIMILARITY_MEASURE;
export const getKeepAlive = () =>
process.env.KEEP_ALIVE || loadConfig().GENERAL.KEEP_ALIVE;
export const getKeepAlive = () => loadConfig().GENERAL.KEEP_ALIVE;
export const getOpenaiApiKey = () =>
process.env.OPENAI_API_KEY || loadConfig().MODELS.OPENAI.API_KEY;
export const getOpenaiApiKey = () => loadConfig().MODELS.OPENAI.API_KEY;
export const getGroqApiKey = () =>
process.env.GROQ_API_KEY || loadConfig().MODELS.GROQ.API_KEY;
export const getGroqApiKey = () => loadConfig().MODELS.GROQ.API_KEY;
export const getAnthropicApiKey = () =>
process.env.ANTHROPIC_API_KEY || loadConfig().MODELS.ANTHROPIC.API_KEY;
export const getAnthropicApiKey = () => loadConfig().MODELS.ANTHROPIC.API_KEY;
export const getGeminiApiKey = () =>
process.env.GEMINI_API_KEY || loadConfig().MODELS.GEMINI.API_KEY;
export const getGeminiApiKey = () => loadConfig().MODELS.GEMINI.API_KEY;
export const getSearxngApiEndpoint = () =>
process.env.SEARXNG_API_URL || loadConfig().API_ENDPOINTS.SEARXNG;
export const getOllamaApiEndpoint = () =>
process.env.OLLAMA_API_URL || loadConfig().MODELS.OLLAMA.API_URL;
export const getOllamaApiEndpoint = () => loadConfig().MODELS.OLLAMA.API_URL;
export const getCustomOpenaiApiKey = () =>
process.env.CUSTOM_OPENAI_API_KEY || loadConfig().MODELS.CUSTOM_OPENAI.API_KEY;
loadConfig().MODELS.CUSTOM_OPENAI.API_KEY;
export const getCustomOpenaiApiUrl = () =>
process.env.CUSTOM_OPENAI_API_URL || loadConfig().MODELS.CUSTOM_OPENAI.API_URL;
loadConfig().MODELS.CUSTOM_OPENAI.API_URL;
export const getCustomOpenaiModelName = () =>
process.env.CUSTOM_OPENAI_MODEL_NAME || loadConfig().MODELS.CUSTOM_OPENAI.MODEL_NAME;
loadConfig().MODELS.CUSTOM_OPENAI.MODEL_NAME;
const mergeConfigs = (current: any, update: any): any => {
if (update === null || update === undefined) {

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@@ -1,5 +1,5 @@
export const writingAssistantPrompt = `
You are Perplexica, an AI model who is expert at searching the web and answering user's queries. You are currently set on focus mode 'Writing Assistant', this means you will be helping the user write a response to a given query.
You are Perplexica, an AI model who is expert at searching the web and answering user's queries. You are currently set on focus mode 'Writing Assistant', this means you will be helping the user write a response to a given query.
Since you are a writing assistant, you would not perform web searches. If you think you lack information to answer the query, you can ask the user for more information or suggest them to switch to a different focus mode.
You will be shared a context that can contain information from files user has uploaded to get answers from. You will have to generate answers upon that.

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@@ -129,7 +129,7 @@ class MetaSearchAgent implements MetaSearchAgentType {
await Promise.all(
docGroups.map(async (doc) => {
const res = await llm.invoke(`
You are a web search summarizer, tasked with summarizing a piece of text retrieved from a web search. Your job is to summarize the
You are a web search summarizer, tasked with summarizing a piece of text retrieved from a web search. Your job is to summarize the
text into a detailed, 2-4 paragraph explanation that captures the main ideas and provides a comprehensive answer to the query.
If the query is \"summarize\", you should provide a detailed summary of the text. If the query is a specific question, you should answer it in the summary.
@@ -141,8 +141,8 @@ class MetaSearchAgent implements MetaSearchAgentType {
<example>
1. \`<text>
Docker is a set of platform-as-a-service products that use OS-level virtualization to deliver software in packages called containers.
It was first released in 2013 and is developed by Docker, Inc. Docker is designed to make it easier to create, deploy, and run applications
Docker is a set of platform-as-a-service products that use OS-level virtualization to deliver software in packages called containers.
It was first released in 2013 and is developed by Docker, Inc. Docker is designed to make it easier to create, deploy, and run applications
by using containers.
</text>
@@ -151,8 +151,8 @@ class MetaSearchAgent implements MetaSearchAgentType {
</query>
Response:
Docker is a revolutionary platform-as-a-service product developed by Docker, Inc., that uses container technology to make application
deployment more efficient. It allows developers to package their software with all necessary dependencies, making it easier to run in
Docker is a revolutionary platform-as-a-service product developed by Docker, Inc., that uses container technology to make application
deployment more efficient. It allows developers to package their software with all necessary dependencies, making it easier to run in
any environment. Released in 2013, Docker has transformed the way applications are built, deployed, and managed.
\`
2. \`<text>