A Python 2.7+ REPL for interacting with LLMs with an OpenAI Chat Completions-compatible API.
Project description
A Python 2.7+ REPL for interacting with LLMs with an OpenAI Chat Completions-compatible API.
Features
- Zero Dependencies: Works with stock Python 2.7+ and 3.x
- Interactive Chat: Natural REPL interface with conversation tracking
- Streaming Responses: See responses as they're generated
- Multiline Input: Support for complex prompts with
:multiline - File Integration: Load prompts from text files with
:send <textfile> - Conversation Persistence: Save/load complete conversations in JSON format
- Enhanced Input: Optional readline support for history and line editing
- Dual Modes: Both interactive REPL and pipe-friendly CLI
- API Ready: Can be imported as a module for programmatic use
Installation
pip install chatrepl
Interactive Mode (CLI)
$ python -m chatrepl \
--api-key "your-api-key" \
--base-url "https://api.openai.com/v1" \
--model "gpt-4o"
Basic Conversation
User [1]: Explain recursion to a 5-year-old
Assistant [1]: Imagine you're holding a doll that has...
Using Files
User [2]: :send code.py
Assistant [2]: I notice this Python code could be improved...
User [3]: :save review_chat.json
Multiline Input
User [4]: :multiline
Enter EOF on a blank line to finish input:
> Compare these programming languages:
> 1. Python
> 2. Rust
> 3. Go
> [Ctrl-D]
Assistant [4]: Here's a comparison:
1. Python - High-level, interpreted...
2. Rust - Systems programming...
3. Go - Compiled, concurrent...
Non-interactive Mode (Piped Input)
$ uname -a | python -m chatrepl --api-key <your_api_key> --base-url <your_base_url> --model <model_name>
The output you've provided appears to be system information from ... [output streamed to STDOUT]
Print Saved Conversations
$ python -m chatrepl --print conversation.json
User [1]: ...
Assistant [1]: ...
Interactive Commands
:multiline- Enter multiline input mode (end with blank line + Ctrl-D):send TEXTFILE- Send contents of TEXTFILE:load JSONFILE- Load conversation from JSONFILE:save JSONFILE- Save conversation to JSONFILE:help- Show help:quitorCtrl-D- Exit the program
Best Practices
- For long sessions, periodically save with
:save - Use
:multilinefor structured prompts (lists, code, etc.) - JSON files can be edited manually for prompt engineering
Programmatic Usage (API)
from chatrepl import Conversation
# Initialize conversation
conv = Conversation(
api_key="your-api-key",
base_url="https://api.openai.com/v1",
model="gpt-4o"
)
# Load conversation
conv.load_messages_from_file("conversation.json")
# Access message history
for msg in conv.messages:
print(f"{msg['role']}: {msg['content']}")
# Send message and stream response
print("Assistant: ", end="")
for chunk in conv.send_message_to_model_and_stream_response("Hello!"):
print(chunk, end="")
print()
# Save conversation
conv.save_messages_to_file("conversation.json")
Contributing
Contributions are welcome! Please submit pull requests or open issues on the GitHub repository.
License
This project is licensed under the MIT License.
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