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authorLeonard Kugis <leonard@kug.is>2026-10-02 14:23:27 +0200
committerLeonard Kugis <leonard@kug.is>2026-10-02 14:23:27 +0200
commit9ad134bfcea12f6e8003e39b86882e2e530da2f8 (patch)
tree4d1fe1a2bd14bb954d96a81051d26471a5873a56
parent83a2cd1ac24ca0feda34ae877aaf31f41b58b86c (diff)
downloadaichat-9ad134bfcea12f6e8003e39b86882e2e530da2f8.tar.gz
Merged docker files into main repo
-rw-r--r--.gitignore290
-rw-r--r--Dockerfile38
-rw-r--r--LICENSE.txt675
-rw-r--r--README.md172
-rw-r--r--config/config.yaml16
-rw-r--r--config/roles/tools.md38
-rw-r--r--docker-compose-example.yml20
7 files changed, 1076 insertions, 173 deletions
diff --git a/.gitignore b/.gitignore
index af2d186..c99ffa5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,292 @@
/target
/tmp
/.env
-*.log \ No newline at end of file
+*.log
+docker-compose.yml
+
+# Created by https://www.toptal.com/developers/gitignore/api/vim,linux,windows,rust,macos,python
+# Edit at https://www.toptal.com/developers/gitignore?templates=vim,linux,windows,rust,macos,python
+
+### Linux ###
+*~
+
+# temporary files which can be created if a process still has a handle open of a deleted file
+.fuse_hidden*
+
+# KDE directory preferences
+.directory
+
+# Linux trash folder which might appear on any partition or disk
+.Trash-*
+
+# .nfs files are created when an open file is removed but is still being accessed
+.nfs*
+
+### macOS ###
+# General
+.DS_Store
+.AppleDouble
+.LSOverride
+
+# Icon must end with two \r
+Icon
+
+
+# Thumbnails
+._*
+
+# Files that might appear in the root of a volume
+.DocumentRevisions-V100
+.fseventsd
+.Spotlight-V100
+.TemporaryItems
+.Trashes
+.VolumeIcon.icns
+.com.apple.timemachine.donotpresent
+
+# Directories potentially created on remote AFP share
+.AppleDB
+.AppleDesktop
+Network Trash Folder
+Temporary Items
+.apdisk
+
+### macOS Patch ###
+# iCloud generated files
+*.icloud
+
+### Python ###
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+# Usually these files are written by a python script from a template
+# before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+# For a library or package, you might want to ignore these files since the code is
+# intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+# However, in case of collaboration, if having platform-specific dependencies or dependencies
+# having no cross-platform support, pipenv may install dependencies that don't work, or not
+# install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+# This is especially recommended for binary packages to ensure reproducibility, and is more
+# commonly ignored for libraries.
+# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+# in version control.
+# https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+# and can be added to the global gitignore or merged into this file. For a more nuclear
+# option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
+### Python Patch ###
+# Poetry local configuration file - https://python-poetry.org/docs/configuration/#local-configuration
+poetry.toml
+
+# ruff
+.ruff_cache/
+
+# LSP config files
+pyrightconfig.json
+
+### Rust ###
+# Generated by Cargo
+# will have compiled files and executables
+debug/
+
+# Remove Cargo.lock from gitignore if creating an executable, leave it for libraries
+# More information here https://doc.rust-lang.org/cargo/guide/cargo-toml-vs-cargo-lock.html
+Cargo.lock
+
+# These are backup files generated by rustfmt
+**/*.rs.bk
+
+# MSVC Windows builds of rustc generate these, which store debugging information
+*.pdb
+
+### Vim ###
+# Swap
+[._]*.s[a-v][a-z]
+!*.svg # comment out if you don't need vector files
+[._]*.sw[a-p]
+[._]s[a-rt-v][a-z]
+[._]ss[a-gi-z]
+[._]sw[a-p]
+
+# Session
+Session.vim
+Sessionx.vim
+
+# Temporary
+.netrwhist
+# Auto-generated tag files
+tags
+# Persistent undo
+[._]*.un~
+
+### Windows ###
+# Windows thumbnail cache files
+Thumbs.db
+Thumbs.db:encryptable
+ehthumbs.db
+ehthumbs_vista.db
+
+# Dump file
+*.stackdump
+
+# Folder config file
+[Dd]esktop.ini
+
+# Recycle Bin used on file shares
+$RECYCLE.BIN/
+
+# Windows Installer files
+*.cab
+*.msi
+*.msix
+*.msm
+*.msp
+
+# Windows shortcuts
+*.lnk
+
+# End of https://www.toptal.com/developers/gitignore/api/vim,linux,windows,rust,macos,python
+
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..6c55613
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,38 @@
+FROM rust:1-alpine AS builder
+RUN cargo install --locked aichat \
+ && cargo install --locked argc
+
+FROM alpine:3.21
+
+RUN apk add --no-cache \
+ bash ca-certificates curl git jq \
+ ripgrep fd \
+ unzip zip xz \
+ less nano vim tmux \
+ openssh-client-default \
+ python3 py3-pip py3-virtualenv \
+ nodejs npm \
+ build-base pkgconf cmake \
+ lynx tree \
+ pandoc-cli \
+ texlive texmf-dist-latexextra texmf-dist-langgerman \
+ poppler-utils \
+ tzdata
+
+RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | bash -s -- -y
+
+COPY --from=builder /usr/local/cargo/bin/aichat /usr/local/bin/aichat
+COPY --from=builder /usr/local/cargo/bin/argc /usr/local/bin/argc
+
+RUN addgroup -g 1000 dev \
+ && adduser -u 1000 -G dev -s /bin/bash -D dev \
+ && addgroup dev wheel \
+ && mkdir -p /work /projects /home/dev/.config \
+ && chown -R dev:dev /work /projects /home/dev
+
+USER dev
+
+ENV AICHAT_FUNCTIONS_DIR=/opt/llm-functions
+
+WORKDIR /work
+CMD ["bash"]
diff --git a/LICENSE.txt b/LICENSE.txt
new file mode 100644
index 0000000..53d1f3d
--- /dev/null
+++ b/LICENSE.txt
@@ -0,0 +1,675 @@
+ GNU GENERAL PUBLIC LICENSE
+ Version 3, 29 June 2007
+
+ Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
+
+ Preamble
+
+ The GNU General Public License is a free, copyleft license for
+software and other kinds of works.
+
+ The licenses for most software and other practical works are designed
+to take away your freedom to share and change the works. By contrast,
+the GNU General Public License is intended to guarantee your freedom to
+share and change all versions of a program--to make sure it remains free
+software for all its users. We, the Free Software Foundation, use the
+GNU General Public License for most of our software; it applies also to
+any other work released this way by its authors. You can apply it to
+your programs, too.
+
+ When we speak of free software, we are referring to freedom, not
+price. Our General Public Licenses are designed to make sure that you
+have the freedom to distribute copies of free software (and charge for
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+
+ To protect your rights, we need to prevent others from denying you
+these rights or asking you to surrender the rights. Therefore, you have
+certain responsibilities if you distribute copies of the software, or if
+you modify it: responsibilities to respect the freedom of others.
+
+ For example, if you distribute copies of such a program, whether
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+
+ Developers that use the GNU GPL protect your rights with two steps:
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+ For the developers' and authors' protection, the GPL clearly explains
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+authors' sake, the GPL requires that modified versions be marked as
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+ The precise terms and conditions for copying, distribution and
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+
+ TERMS AND CONDITIONS
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+
+ 13. Use with the GNU Affero General Public License.
+
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+ 17. Interpretation of Sections 15 and 16.
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+ END OF TERMS AND CONDITIONS
+
+ How to Apply These Terms to Your New Programs
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+ If you develop a new program, and you want it to be of the greatest
+possible use to the public, the best way to achieve this is to make it
+free software which everyone can redistribute and change under these terms.
+
+ To do so, attach the following notices to the program. It is safest
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+state the exclusion of warranty; and each file should have at least
+the "copyright" line and a pointer to where the full notice is found.
+
+ <one line to give the program's name and a brief idea of what it does.>
+ Copyright (C) <year> <name of author>
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+ You should have received a copy of the GNU General Public License
+ along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+Also add information on how to contact you by electronic and paper mail.
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+notice like this when it starts in an interactive mode:
+
+ <program> Copyright (C) <year> <name of author>
+ This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
+ This is free software, and you are welcome to redistribute it
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+The hypothetical commands `show w' and `show c' should show the appropriate
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+might be different; for a GUI interface, you would use an "about box".
+
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+if any, to sign a "copyright disclaimer" for the program, if necessary.
+For more information on this, and how to apply and follow the GNU GPL, see
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+ The GNU General Public License does not permit incorporating your program
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+may consider it more useful to permit linking proprietary applications with
+the library. If this is what you want to do, use the GNU Lesser General
+Public License instead of this License. But first, please read
+<https://www.gnu.org/licenses/why-not-lgpl.html>.
+
diff --git a/README.md b/README.md
deleted file mode 100644
index fe987dd..0000000
--- a/README.md
+++ /dev/null
@@ -1,172 +0,0 @@
-# AIChat: All-in-one LLM CLI Tool
-
-[![CI](https://github.com/sigoden/aichat/actions/workflows/ci.yaml/badge.svg)](https://github.com/sigoden/aichat/actions/workflows/ci.yaml)
-[![Crates](https://img.shields.io/crates/v/aichat.svg)](https://crates.io/crates/aichat)
-[![Discord](https://img.shields.io/discord/1226737085453701222?label=Discord)](https://discord.gg/mr3ZZUB9hG)
-
-AIChat is an all-in-one LLM CLI tool featuring Shell Assistant, CMD & REPL Mode, RAG, AI Tools & Agents, and More.
-
-## Install
-
-### Package Managers
-
-- **Rust Developers:** `cargo install aichat`
-- **Homebrew/Linuxbrew Users:** `brew install aichat`
-- **Pacman Users**: `pacman -S aichat`
-- **Windows Scoop Users:** `scoop install aichat`
-- **Android Termux Users:** `pkg install aichat`
-
-### Pre-built Binaries
-
-Download pre-built binaries for macOS, Linux, and Windows from [GitHub Releases](https://github.com/sigoden/aichat/releases), extract them, and add the `aichat` binary to your `$PATH`.
-
-## Features
-
-### Multi-Providers
-
-Integrate seamlessly with over 20 leading LLM providers through a unified interface. Supported providers include OpenAI, Claude, Gemini (Google AI Studio), Ollama, Groq, Azure-OpenAI, VertexAI, Bedrock, Github Models, Mistral, Deepseek, AI21, XAI Grok, Cohere, Perplexity, Cloudflare, OpenRouter, Ernie, Qianwen, Moonshot, ZhipuAI, MiniMax, Deepinfra, VoyageAI, any OpenAI-Compatible API provider.
-
-### CMD Mode
-
-Explore powerful command-line functionalities with AIChat's CMD mode.
-
-![aichat-cmd](https://github.com/user-attachments/assets/6c58c549-1564-43cf-b772-e1c9fe91d19c)
-
-### REPL Mode
-
-Experience an interactive Chat-REPL with features like tab autocompletion, multi-line input support, history search, configurable keybindings, and custom REPL prompts.
-
-![aichat-repl](https://github.com/user-attachments/assets/218fab08-cdae-4c3b-bcf8-39b6651f1362)
-
-### Shell Assistant
-
-Elevate your command-line efficiency. Describe your tasks in natural language, and let AIChat transform them into precise shell commands. AIChat intelligently adjusts to your OS and shell environment.
-
-![aichat-execute](https://github.com/user-attachments/assets/0c77e901-0da2-4151-aefc-a2af96bbb004)
-
-### Multi-Form Input
-
-Accept diverse input forms such as stdin, local files and directories, and remote URLs, allowing flexibility in data handling.
-
-| Input | CMD | REPL |
-| ----------------- | ------------------------------------ | -------------------------------- |
-| CMD | `aichat hello` | |
-| STDIN | `cat data.txt \| aichat` | |
-| Last Reply | | `.file %%` |
-| Local files | `aichat -f image.png -f data.txt` | `.file image.png data.txt` |
-| Local directories | `aichat -f dir/` | `.file dir/` |
-| Remote URLs | `aichat -f https://example.com` | `.file https://example.com` |
-| External commands | ```aichat -f '`git diff`'``` | ```.file `git diff` ``` |
-| Combine Inputs | `aichat -f dir/ -f data.txt explain` | `.file dir/ data.txt -- explain` |
-
-### Role
-
-Customize roles to tailor LLM behavior, enhancing interaction efficiency and boosting productivity.
-
-![aichat-role](https://github.com/user-attachments/assets/023df6d2-409c-40bd-ac93-4174fd72f030)
-
-> The role consists of a prompt and model configuration.
-
-### Session
-
-Maintain context-aware conversations through sessions, ensuring continuity in interactions.
-
-![aichat-session](https://github.com/user-attachments/assets/56583566-0f43-435f-95b3-730ae55df031)
-
-> The left side uses a session, while the right side does not use a session.
-
-### Macro
-
-Streamline repetitive tasks by combining a series of REPL commands into a custom macro.
-
-![aichat-macro](https://github.com/user-attachments/assets/23c2a08f-5bd7-4bf3-817c-c484aa74a651)
-
-### RAG
-
-Integrate external documents into your LLM conversations for more accurate and contextually relevant responses.
-
-![aichat-rag](https://github.com/user-attachments/assets/359f0cb8-ee37-432f-a89f-96a2ebab01f6)
-
-### Function Calling
-
-Function calling supercharges LLMs by connecting them to external tools and data sources. This unlocks a world of possibilities, enabling LLMs to go beyond their core capabilities and tackle a wider range of tasks.
-
-We have created a new repository [https://github.com/sigoden/llm-functions](https://github.com/sigoden/llm-functions) to help you make the most of this feature.
-
-#### AI Tools & MCP
-
-Integrate external tools to automate tasks, retrieve information, and perform actions directly within your workflow.
-
-![aichat-tool](https://github.com/user-attachments/assets/7459a111-7258-4ef0-a2dd-624d0f1b4f92)
-
-#### AI Agents (CLI version of OpenAI GPTs)
-
-AI Agent = Instructions (Prompt) + Tools (Function Callings) + Documents (RAG).
-
-![aichat-agent](https://github.com/user-attachments/assets/0b7e687d-e642-4e8a-b1c1-d2d9b2da2b6b)
-
-### Local Server Capabilities
-
-AIChat includes a lightweight built-in HTTP server for easy deployment.
-
-```
-$ aichat --serve
-Chat Completions API: http://127.0.0.1:8000/v1/chat/completions
-Embeddings API: http://127.0.0.1:8000/v1/embeddings
-Rerank API: http://127.0.0.1:8000/v1/rerank
-LLM Playground: http://127.0.0.1:8000/playground
-LLM Arena: http://127.0.0.1:8000/arena?num=2
-```
-
-#### Proxy LLM APIs
-
-The LLM Arena is a web-based platform where you can compare different LLMs side-by-side.
-
-Test with curl:
-
-```sh
-curl -X POST -H "Content-Type: application/json" -d '{
- "model":"claude:claude-3-5-sonnet-20240620",
- "messages":[{"role":"user","content":"hello"}],
- "stream":true
-}' http://127.0.0.1:8000/v1/chat/completions
-```
-
-#### LLM Playground
-
-A web application to interact with supported LLMs directly from your browser.
-
-![aichat-llm-playground](https://github.com/user-attachments/assets/aab1e124-1274-4452-b703-ef15cda55439)
-
-#### LLM Arena
-
-A web platform to compare different LLMs side-by-side.
-
-![aichat-llm-arena](https://github.com/user-attachments/assets/edabba53-a1ef-4817-9153-38542ffbfec6)
-
-## Custom Themes
-
-AIChat supports custom dark and light themes, which highlight response text and code blocks.
-
-![aichat-themes](https://github.com/sigoden/aichat/assets/4012553/29fa8b79-031e-405d-9caa-70d24fa0acf8)
-
-## Documentation
-
-- [Chat-REPL Guide](https://github.com/sigoden/aichat/wiki/Chat-REPL-Guide)
-- [Command-Line Guide](https://github.com/sigoden/aichat/wiki/Command-Line-Guide)
-- [Role Guide](https://github.com/sigoden/aichat/wiki/Role-Guide)
-- [Macro Guide](https://github.com/sigoden/aichat/wiki/Macro-Guide)
-- [RAG Guide](https://github.com/sigoden/aichat/wiki/RAG-Guide)
-- [Environment Variables](https://github.com/sigoden/aichat/wiki/Environment-Variables)
-- [Configuration Guide](https://github.com/sigoden/aichat/wiki/Configuration-Guide)
-- [Custom Theme](https://github.com/sigoden/aichat/wiki/Custom-Theme)
-- [Custom REPL Prompt](https://github.com/sigoden/aichat/wiki/Custom-REPL-Prompt)
-- [FAQ](https://github.com/sigoden/aichat/wiki/FAQ)
-
-## License
-
-Copyright (c) 2023-2025 aichat-developers.
-
-AIChat is made available under the terms of either the MIT License or the Apache License 2.0, at your option.
-
-See the LICENSE-APACHE and LICENSE-MIT files for license details. \ No newline at end of file
diff --git a/config/config.yaml b/config/config.yaml
new file mode 100644
index 0000000..b559589
--- /dev/null
+++ b/config/config.yaml
@@ -0,0 +1,16 @@
+# see https://github.com/sigoden/aichat/blob/main/config.example.yaml
+
+model: deepinfra:deepseek-ai/DeepSeek-V3.2
+stream: false
+save: true
+wrap: auto
+function_calling: true
+mapping_tools:
+ dev: "web_search,execute_command,fs_ls,fs_cat,fs_write,fs_patch,fs_mkdir,fs_rm"
+use_tools: null
+clients:
+- type: openai-compatible
+ name: deepinfra
+ models:
+ - name: deepseek-ai/DeepSeek-V3.2
+ supports_function_calling: true
diff --git a/config/roles/tools.md b/config/roles/tools.md
new file mode 100644
index 0000000..68ab7da
--- /dev/null
+++ b/config/roles/tools.md
@@ -0,0 +1,38 @@
+---
+use_tools: dev
+---
+
+You are a dev agent inside a docker container.
+
+Rules:
+- Whenever you receive a request involving tool usage, do the following:
+ - First, define a way to measure satisfaction of each individual tool usage.
+ - After each tool usage, check if sufficient satisfaction has been archived. If so, continue. If not, adjust the tool queries and try again, until sufficient satisfaction is archived.
+- `/projects` is the root directory of the individual project directories. You can always read files, however carefully consider before writing files here.
+- `/work` is the work directory. You are free to read or write under the following conditions:
+ - Use it whenever the creation of an arbitrary file or download is requested. Store the files there.
+ - Handle the `/work` directory as a git repository. It might or might not be uninitialized at the beginning of a session.
+ - If it is uninitialized, initialize it accordingly with good values.
+ - If it is already initialized, simply continue using it.
+ - After each request including writes to files within `/work`, perform a git commit with a reasonable commit message
+ - If a checkout to a previous state is requested, do it also with git
+- To explore and enumerate, use `fs_ls`.
+- To read files, use `fs_cat`.
+- To make changes to individual files, prefer `fs_patch`.
+- For shell commands, use `execute_command`.
+- Use absolute paths whenever possible and dont assume a `cd` state.
+- Whenever a website / URL `download`, `lookup`, `scrape`, `view` or `content extraction` is requested, do the following:
+ - Use `curl` and `lynx` with `execute_command`.
+ - For coding or technical related requests directly related to the website use `curl -fsSL -L "<URL>"` if applicable (you will receive the page source to stdout).
+ - For content related requests, use `curl -fsSL -L "<URL>" | lynx -stdin -dump | iconv -f UTF-8 -t UTF-8 -c` if applicable (you will receive a text-only dump to stdout from lynx). **ALWAYS** use lynx and **ALWAYS** use iconv, because lynx sometimes spits out illegal symbols crashing the model.
+ - Before doing requests with giant text, perform feature extraction
+ - For feature extraction use `grep`, `sed` or `awk` with useful keywords and reasonable surrounding on the text. Only if results are unsatisfactory, use the entire page.
+- Whenever using `web_search`:
+ - Keep queries short (< 250 chars).
+ - Prefer not to use special characters.
+- When executing python scripts, do the following:
+ - Always make sure to execute them within the venv under `/work/.venv`.
+ - If it does not exist, create it with `python3 -m venv /work/.venv`.
+ - Activate the venv with `source /work/.venv/bin/activate`.
+ - Deactivate it with `deactivate`.
+ - When python packages are missing, install them inside the venv using `pip`.
diff --git a/docker-compose-example.yml b/docker-compose-example.yml
new file mode 100644
index 0000000..b361287
--- /dev/null
+++ b/docker-compose-example.yml
@@ -0,0 +1,20 @@
+services:
+ aichat:
+ container_name: aichat
+ build:
+ context: .
+ image: aichat-dev:latest
+ stdin_open: true
+ tty: true
+ environment:
+ AICHAT_FUNCTIONS_DIR: /opt/llm-functions
+ HOME: /home/dev
+ volumes:
+ # mount host user config
+ - ./config:/home/dev/.config/aichat:rw
+ - ./llm-functions-docker:/opt/llm-functions:ro
+ # project directory
+ - ./projects:/projects:rw
+ # work directory
+ - ./work:/work:rw
+ working_dir: /work