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/experimental/* | ||
/tmp/ | ||
/temp/ | ||
/prompts/misc/ | ||
/prompts/misc/* | ||
/prompts/archive/* |
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# NOTES | ||
|
||
## High priority | ||
|
||
- Evals / eval framework | ||
* execution level correctness metric | ||
- Add 'Output' section to each example, generate it and include in docs, so reader can see what they can expect | ||
- Logging via PSR-3 | ||
- Schema abstraction layer - decouple names and descriptions from the model | ||
- Prompt optimization via TextGrad | ||
- Agents | ||
- Indexing to vector DB | ||
- CLI app | ||
- Fast/simple REST API server - compatible with OpenAI? | ||
- Revise examples debugging - not sure if it works as expected (what does it demonstrate?) | ||
- Multiple tools with tool selection | ||
- Parallel tool calls | ||
- Export configuration to user folder / use external configuration | ||
- Full control over generated prompt (access to Script object processing) | ||
|
||
## Low priority | ||
|
||
- Batch API support (Gemini, OpenAI, Anthropic) | ||
- Gemini context caching | ||
- Generate unstructured, then format to structured - to improve reasoning | ||
|
||
|
||
# BACKLOG | ||
|
||
## Addon: Modules | ||
|
||
- Modules: Add module observability via events - currently no access to this info | ||
|
||
|
||
## Refactorings | ||
|
||
- More modular design - serialization, validation, transformation should be a configurable pipeline | ||
- Rework Events so they have toArray() method, make __toString() use it | ||
- Role - should be enum, not string? | ||
- String >> Array >> Class - for example: prompts (they should be classes) | ||
- Prompt - should be a class, not a string; prompt translates to Section/Messages; alt name: Instruction(s) | ||
|
||
## Infrastructure | ||
|
||
- Async mode | ||
- Fix response caching | ||
- Finish logging support | ||
- Document how to inject custom HTTP client | ||
- Better error messages | ||
- Documentation for logging | ||
- PSR-14 events - finish, demo how to plug custom dispatcher | ||
- PSR-11 container - finish, demo how to plug custom container | ||
- PSR-3 logger - finish, demo how to plug custom logger | ||
|
||
## Other | ||
|
||
- Sequences - validate only individual items, reject ONLY the invalid; allows progressive extraction in multiple stages | ||
- Use LLM to generate Example based on the class - just render object to JSON + add schema as an explanation - this should give the model enough info to come up with something that makes sense | ||
- Extract APIClient to a separate package? | ||
- Foreign client support - OpenAI PHP, Amazon Bedrock SDK, etc. - via some kind of adapters? | ||
- example of integration with Laravel/Livewire | ||
- Read rate limits from API responses | ||
- Rate limited API calls - wait for the limit to reset | ||
|
||
|
||
|
||
# Partially done | ||
|
||
- Better API for image / audio inputs | ||
- Make system, prompt, script etc. available for configuration by user | ||
- How to track API rate limits across multiple requests / parallel executions | ||
- Make using DocBlocks optional - it may not always to be desired to pass this info to LLM | ||
- Add super detailed tests of Module core functionality - esp. around input/output mappings | ||
- Validators / Deserializers / Transformers - chain of objects, not a single object | ||
- API Client: Clean up predefined models, prices, etc. | ||
|
||
|
||
|
||
|
||
# Brain dump | ||
|
||
- Streaming JSON parser - https://github.com/kelunik/streaming-json | ||
- Retry - https://github.com/kelunik/retry | ||
- Rate limiter - https://github.com/kelunik/rate-limit | ||
- Check for broken links - https://github.com/kelunik/link-check | ||
- Async flow execution - https://github.com/darkwood-com/flow | ||
- Models to implement JsonSerializable: https://www.php.net/manual/en/jsonserializable.jsonserialize.php / https://www.sitepoint.com/use-jsonserializable-interface/ | ||
- Support JsonException for serialization / deserialization errors - https://www.php.net/manual/en/class.jsonexception.php | ||
- ValueError - https://www.php.net/manual/en/class.valueerror.php | ||
- Task runner - https://robo.li/ | ||
- Hub >> Laravel Zero - https://laravel-zero.com/ | ||
- DSPy next steps: eval, optimize, compile | ||
- Add more modules: XoT, RAG, ReAct, etc. | ||
- RAG - how to handle multiple VDB providers? | ||
- Test validation in modules - provide an example | ||
- Parallel execution of modules (e.g. a la Laravel jobs?) | ||
- Moderation endpoint support | ||
- Git/GitHub integration module to allow easy automation | ||
- Data mapping module(s) for easier data transformations | ||
- How to handle dynamic module graph definition + visualization | ||
- JSON Schema management for input/output definitions | ||
|
||
## To research | ||
|
||
- Schema.org ld+json // Spatie https://github.com/spatie/schema-org // https://developers.google.com/search/docs/appearance/structured-data?hl=pl | ||
- OpenAPI Schema | ||
- nette/schema https://github.com/nette/schema | ||
- https://flow-php.com/ | ||
- Queue-based load leveling | ||
- Throttling | ||
- Circuit breaker | ||
- Producer-consumer / queue-worker | ||
- Rate limiting | ||
- Retry on service failure | ||
- Backpressure | ||
- Batch stage chain | ||
- Request aggregator | ||
- Rolling poller window | ||
- Sparse task scheduler | ||
- Marker and sweeper | ||
- Actor model | ||
|
||
|
||
|
||
|
||
# Other | ||
|
||
## Gaps or issues in docs or code | ||
|
||
## Design decisions to revisit | ||
|
||
## Example ideas | ||
|
||
Examples to demonstrate use cases. | ||
|
||
## Test coverage | ||
|
||
Catch up with the latest additions. | ||
|
||
|
||
|
||
# Done | ||
|
||
> NOTE: Move notes here | ||
## Configuration | ||
|
||
- Examples how to override default configuration | ||
|
||
## Evals | ||
|
||
- Simplify contracts - currently 5 (!) contracts for observations | ||
- Add input, output, etc. tokens default metrics | ||
|
||
# NOTES | ||
|
||
## High priority | ||
|
||
- Evals / eval framework | ||
* execution level correctness metric | ||
- Add 'Output' section to each example, generate it and include in docs, so reader can see what they can expect | ||
- Logging via PSR-3 | ||
- Schema abstraction layer - decouple names and descriptions from the model | ||
- Prompt optimization via TextGrad | ||
- Agents | ||
- Indexing to vector DB | ||
- CLI app | ||
- Fast/simple REST API server - compatible with OpenAI? | ||
- Revise examples debugging - not sure if it works as expected (what does it demonstrate?) | ||
- Multiple tools with tool selection | ||
- Parallel tool calls | ||
- Export configuration to user folder / use external configuration | ||
- Full control over generated prompt (access to Script object processing) | ||
- Gemini OpenAI-style API | ||
|
||
## Low priority | ||
|
||
- Batch API support (Gemini, OpenAI, Anthropic) | ||
- Gemini context caching | ||
- Generate unstructured, then format to structured - to improve reasoning | ||
|
||
|
||
# BACKLOG | ||
|
||
## Addon: Modules | ||
|
||
- Modules: Add module observability via events - currently no access to this info | ||
|
||
|
||
## Refactorings | ||
|
||
- More modular design - serialization, validation, transformation should be a configurable pipeline | ||
- Rework Events so they have toArray() method, make __toString() use it | ||
- Role - should be enum, not string? | ||
- String >> Array >> Class - for example: prompts (they should be classes) | ||
- Prompt - should be a class, not a string; prompt translates to Section/Messages; alt name: Instruction(s) | ||
|
||
## Infrastructure | ||
|
||
- Async mode | ||
- Fix response caching | ||
- Finish logging support | ||
- Document how to inject custom HTTP client | ||
- Better error messages | ||
- Documentation for logging | ||
- PSR-14 events - finish, demo how to plug custom dispatcher | ||
- PSR-11 container - finish, demo how to plug custom container | ||
- PSR-3 logger - finish, demo how to plug custom logger | ||
|
||
## Other | ||
|
||
- Sequences - validate only individual items, reject ONLY the invalid; allows progressive extraction in multiple stages | ||
- Use LLM to generate Example based on the class - just render object to JSON + add schema as an explanation - this should give the model enough info to come up with something that makes sense | ||
- Extract APIClient to a separate package? | ||
- Foreign client support - OpenAI PHP, Amazon Bedrock SDK, etc. - via some kind of adapters? | ||
- example of integration with Laravel/Livewire | ||
- Read rate limits from API responses | ||
- Rate limited API calls - wait for the limit to reset | ||
|
||
|
||
|
||
# Partially done | ||
|
||
- Better API for image / audio inputs | ||
- Make system, prompt, script etc. available for configuration by user | ||
- How to track API rate limits across multiple requests / parallel executions | ||
- Make using DocBlocks optional - it may not always to be desired to pass this info to LLM | ||
- Add super detailed tests of Module core functionality - esp. around input/output mappings | ||
- Validators / Deserializers / Transformers - chain of objects, not a single object | ||
- API Client: Clean up predefined models, prices, etc. | ||
|
||
|
||
|
||
|
||
# Brain dump | ||
|
||
- Streaming JSON parser - https://github.com/kelunik/streaming-json | ||
- Retry - https://github.com/kelunik/retry | ||
- Rate limiter - https://github.com/kelunik/rate-limit | ||
- Check for broken links - https://github.com/kelunik/link-check | ||
- Async flow execution - https://github.com/darkwood-com/flow | ||
- Models to implement JsonSerializable: https://www.php.net/manual/en/jsonserializable.jsonserialize.php / https://www.sitepoint.com/use-jsonserializable-interface/ | ||
- Support JsonException for serialization / deserialization errors - https://www.php.net/manual/en/class.jsonexception.php | ||
- ValueError - https://www.php.net/manual/en/class.valueerror.php | ||
- Task runner - https://robo.li/ | ||
- Hub >> Laravel Zero - https://laravel-zero.com/ | ||
- DSPy next steps: eval, optimize, compile | ||
- Add more modules: XoT, RAG, ReAct, etc. | ||
- RAG - how to handle multiple VDB providers? | ||
- Test validation in modules - provide an example | ||
- Parallel execution of modules (e.g. a la Laravel jobs?) | ||
- Moderation endpoint support | ||
- Git/GitHub integration module to allow easy automation | ||
- Data mapping module(s) for easier data transformations | ||
- How to handle dynamic module graph definition + visualization | ||
- JSON Schema management for input/output definitions | ||
|
||
## To research | ||
|
||
- Schema.org ld+json // Spatie https://github.com/spatie/schema-org // https://developers.google.com/search/docs/appearance/structured-data?hl=pl | ||
- OpenAPI Schema | ||
- nette/schema https://github.com/nette/schema | ||
- https://flow-php.com/ | ||
- Queue-based load leveling | ||
- Throttling | ||
- Circuit breaker | ||
- Producer-consumer / queue-worker | ||
- Rate limiting | ||
- Retry on service failure | ||
- Backpressure | ||
- Batch stage chain | ||
- Request aggregator | ||
- Rolling poller window | ||
- Sparse task scheduler | ||
- Marker and sweeper | ||
- Actor model | ||
|
||
|
||
|
||
|
||
# Other | ||
|
||
## Gaps or issues in docs or code | ||
|
||
## Design decisions to revisit | ||
|
||
## Example ideas | ||
|
||
Examples to demonstrate use cases. | ||
|
||
## Test coverage | ||
|
||
Catch up with the latest additions. | ||
|
||
|
||
|
||
# Done | ||
|
||
> NOTE: Move notes here | ||
## Configuration | ||
|
||
- Examples how to override default configuration | ||
|
||
## Evals | ||
|
||
- Simplify contracts - currently 5 (!) contracts for observations | ||
- Add input, output, etc. tokens default metrics | ||
|
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