chore: bump version to 0.2.52 and update documentation

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

Author: jgwill

README.md

@@ -244,6 +244,18 @@ coaia fuse datasets get MyDataset -oft > training_data.jsonl
 coaia fuse datasets get MyDataset -gft --system-instruction "You are a creative writing assistant."
 ```
 
+#### Creating a New Dataset
+You can create a new, empty dataset directly from the CLI.
+```bash
+coaia fuse datasets create <new_dataset_name>
+```
+
+#### Adding Items to a Dataset
+You can add new items (with an input and an optional expected output) to an existing dataset.
+```bash
+coaia fuse dataset-items create <dataset_name> --input "User question or prompt." --expected "Ideal model response."
+```
+
 ## Contributing
 
 Contributions are welcome! Please open an issue or submit a pull request for any improvements or bug fixes.

ROADMAP.md

@@ -1,12 +1,58 @@
-# Project Roadmap
+# CoAiAPy Project Roadmap
 
-This document outlines the future direction and planned features for CoAiAPy.
+This document outlines the features of CoAiAPy, marking them as completed, in progress, or planned.
 
-## Future Features
+## Core Features
+
+- `[x]` **Audio Transcription**: (`coaia transcribe`) Convert audio files to text.
+- `[x]` **Text Summarization**: (`coaia summarize`) Summarize text from files or stdin.
+- `[x]` **Redis Caching**: (`coaia tash`, `coaia fetch`) Store and retrieve key-value pairs from Redis.
+- `[x]` **Custom Processing**: (`coaia p`) Run custom, user-defined processing pipelines.
+- `[x]` **Configuration**: (`coaia init`) Initialize a local configuration file.
+
+## Langfuse Integration (`fuse`)
+
+### Prompt Management
+
+- `[x]` **List Prompts**: (`coaia fuse prompts list`) Display all prompts in a formatted table.
+- `[x]` **Get Prompt**: (`coaia fuse prompts get`) Retrieve a specific prompt.
+  - `[x]` Fetch by label (`--label`, `--prod`).
+  - `[x]` Default to `latest` label.
+  - `[x]` JSON output (`--json`).
+  - `[x]` Content-only output (`-c`, `--content-only`).
+  - `[x]` Escaped, single-line output (`-e`, `--escaped`).
+- `[x]` **Create Prompt**: (`coaia fuse prompts create`) Create a new prompt.
+
+### Dataset Management
+
+- `[x]` **List Datasets**: (`coaia fuse datasets list`) Display all datasets in a formatted table.
+- `[x]` **Get Dataset**: (`coaia fuse datasets get`) Retrieve a dataset's metadata and items.
+- `[x]` **Create Dataset**: (`coaia fuse datasets create`) Create a new dataset.
+- `[x]` **Add Dataset Item**: (`coaia fuse dataset-items create`) Add a new item to a dataset.
+- `[x]` **Fine-Tuning Export**:
+  - `[x]` OpenAI format (`-oft`, `--openai-ft`).
+  - `[x]` Gemini format (`-gft`, `--gemini-ft`).
+  - `[x]` Custom system instruction (`--system-instruction`).
+
+### Other Integrations
+
+- `[x]` **Traces**: List and add traces.
+- `[x]` **Sessions**: Create and manage sessions.
+- `[x]` **Scores**: Create and apply scores to traces.
+- `[x]` **Comments**: List and post comments.
+- `[x]` **Projects**: List projects.
+
+## Planned Features
 
 ### V1.0: Fine-Tuning Management
 
-- **`coaia fuse finetune create`**: Upload a dataset file (e.g., from `datasets get --openai-ft`) to start a new fine-tuning job with providers like OpenAI or Google AI.
-- **`coaia fuse finetune list`**: List all active fine-tuning jobs.
-- **`coaia fuse finetune status <job_id>`**: Check the status of a specific fine-tuning job.
-- **`coaia fuse finetune cancel <job_id>`**: Cancel an ongoing job.
+- `[ ]` **`coaia fuse finetune create`**: Upload a dataset file to start a new fine-tuning job.
+- `[ ]` **`coaia fuse finetune list`**: List all active fine-tuning jobs.
+- `[ ]` **`coaia fuse finetune status <job_id>`**: Check the status of a specific job.
+- `[ ]` **`coaia fuse finetune cancel <job_id>`**: Cancel an ongoing job.
+
+### V1.1: Advanced CLI Features
+
+- `[ ]` **Interactive Mode**: An interactive shell for running commands.
+- `[ ]` **Direct Model Execution**: A `coaia run <prompt_name>` command to execute prompts directly against AI models.
+- `[ ]` **Testing Suite**: A full `pytest` suite for robust testing.

pyproject.toml

@@ -7,7 +7,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "coaiapy"
-version = "0.2.51"
+version = "0.2.52"
 description = "A Python package for audio transcription, synthesis, and tagging using Boto3."
 readme = "README.md"
 requires-python = ">=3.6"

setup.py

@@ -2,7 +2,7 @@
 
 setup(
     name='coaiapy',
-    version = "0.2.51",
+    version = "0.2.52",
     author='Jean GUillaume ISabelle',
     author_email='jgi@jgwill.com',
     description='A Python package for audio transcription, synthesis, and tagging using Boto3.',