ds4codex 0.1.5

Responses API to Chat Completions proxy for Codex-compatible model providers.

ds4codex

ds4codex lets Codex use DeepSeek models through a small local proxy.

Codex talks to custom providers with the Responses API shape. DeepSeek exposes a Chat Completions compatible API. ds4codex sits between them and translates requests, responses, streaming events, tool calls, and thinking-mode options.

The package keeps the user-facing setup intentionally small:

• one human-edited config file: ~/.codex/config.toml
• one generated model catalog for Codex /model: ~/.codex/ds4codex-model-catalog.json
• two CLI commands: ds4codex init and ds4codex run

Install

Install from PyPI:

pip install ds4codex -i https://pypi.org/simple

For local development from this repository:

pip install -e .

Quick Start

Initialize Codex and write your DeepSeek API key into the managed provider block:

ds4codex init --apikey sk-your-deepseek-api-key

Start the local proxy:

ds4codex run

Keep ds4codex run running while using Codex. Codex will connect to http://127.0.0.1:8099/v1.

After initialization, start Codex and use /model to choose:

• DeepSeek V4 Flash
• DeepSeek V4 Pro

What init Does

ds4codex init writes managed blocks into ~/.codex/config.toml and generates the model catalog JSON used by Codex /model.

Generated file:

~/.codex/ds4codex-model-catalog.json

Codex config blocks:

# BEGIN DS4CODEX ROOT
model = "deepseek-v4-flash"
model_provider = "ds4codex"
model_context_window = 1048576
model_catalog_json = "/home/you/.codex/ds4codex-model-catalog.json"
# END DS4CODEX ROOT

# BEGIN DS4CODEX SETTINGS
[ds4codex]
port = 8099
target_url = "https://api.deepseek.com/v1/chat/completions"
thinking = "disabled"
# END DS4CODEX SETTINGS

# BEGIN DS4CODEX PROVIDER
[model_providers.ds4codex]
name = "DeepSeek via ds4codex"
base_url = "http://127.0.0.1:8099/v1"
wire_api = "responses"
experimental_bearer_token = "sk-your-deepseek-api-key"
# END DS4CODEX PROVIDER

If ~/.codex/config.toml already exists, init preserves existing user config and only adds or refreshes the managed ds4codex blocks.

Useful options:

ds4codex init --port 9123
ds4codex init --apikey sk-your-deepseek-api-key
ds4codex init --force
ds4codex init --config-path /path/to/config.toml
ds4codex init --model-catalog-path /path/to/ds4codex-model-catalog.json

Model Catalog

The model catalog is required for a good Codex /model experience. It is a JSON file, not a directory.

ds4codex init points Codex at the catalog through:

model_catalog_json = "/home/you/.codex/ds4codex-model-catalog.json"

The catalog makes Codex aware of the two DeepSeek entries:

• deepseek-v4-flash
• deepseek-v4-pro

It also advertises Codex reasoning choices:

• low
• medium
• high
• xhigh

ds4codex first tries to reuse Codex's bundled model schema when the local codex executable is available. If codex is missing, not executable, or fails, ds4codex uses its own built-in template. This means ds4codex init does not require a working local codex binary.

Runtime Settings

The proxy reads runtime settings from the [ds4codex] section inside ~/.codex/config.toml:

[ds4codex]
port = 8099
target_url = "https://api.deepseek.com/v1/chat/completions"
thinking = "disabled"

~/.config/ds4codex/config.toml is not used.

Runtime values can also be overridden from the CLI:

ds4codex run --port 8099
ds4codex run --target-url https://api.deepseek.com/v1/chat/completions
ds4codex run --thinking high

or with environment variables:

DS4CODEX_PORT=8099 ds4codex run
DS4CODEX_TARGET_URL=https://api.deepseek.com/v1/chat/completions ds4codex run
DS4CODEX_THINKING=high ds4codex run

API Key Handling

The recommended path is:

ds4codex init --apikey sk-your-deepseek-api-key

This writes the token into:

[model_providers.ds4codex]
experimental_bearer_token = "sk-your-deepseek-api-key"

Codex sends that token to the local proxy as the incoming bearer token, and the proxy forwards it to DeepSeek.

Alternative runtime sources are also supported:

DS4CODEX_API_KEY=sk-your-deepseek-api-key ds4codex run
DEEPSEEK_API_KEY=sk-your-deepseek-api-key ds4codex run
ds4codex run --api-key sk-your-deepseek-api-key

Thinking Mode

thinking in [ds4codex] is only the default used when Codex does not send an explicit reasoning level.

Accepted practical values:

• disabled
• enabled
• high
• max

Codex /model exposes these reasoning levels through the generated catalog:

• low
• medium
• high
• xhigh

DeepSeek currently documents high and max for reasoning effort, so ds4codex maps Codex-style values before forwarding upstream:

• low, medium, minimal -> high
• high -> high
• xhigh -> max

Why the Proxy Is Required

The proxy is still required even though configuration lives in ~/.codex/config.toml.

Codex custom providers use:

wire_api = "responses"

DeepSeek uses a Chat Completions compatible endpoint:

https://api.deepseek.com/v1/chat/completions

ds4codex translates between those two protocols.

Troubleshooting

If /model does not show DeepSeek models, rerun:

ds4codex init --force

If you need a different local port, rerun:

ds4codex init --port 9123

Then confirm ~/.codex/config.toml contains model_catalog_json pointing to an existing ds4codex-model-catalog.json file.

If ds4codex init previously failed with PermissionError: [Errno 13] Permission denied: 'codex', upgrade to ds4codex >= 0.1.2. Current versions fall back to the built-in model template when local codex cannot be executed.

If DeepSeek returns messages[0].role: unknown variant developer, upgrade to ds4codex >= 0.1.3. Current versions map Codex developer messages to DeepSeek-compatible system messages.

If DeepSeek returns tools[0]: missing field function, upgrade to ds4codex >= 0.1.4. Current versions map Codex Responses-style function tools to the nested Chat Completions function shape DeepSeek expects.

If requests fail with an API-key error, check that one of these is true:

• experimental_bearer_token in ~/.codex/config.toml contains a real DeepSeek key
• DS4CODEX_API_KEY is set when running ds4codex run
• DEEPSEEK_API_KEY is set when running ds4codex run
• ds4codex run --api-key ... was used