# Synalinks

> Keras based LM framework for neuro-symbolic applications

Keras based LM framework for neuro-symbolic applications and In-Context learning

## Usage documentation

- [Introduction](https://synalinks.github.io/synalinks/Introduction/index.md)
- [Program training API](https://synalinks.github.io/synalinks/Synalinks API/Programs API/Program training API/index.md)
- [The Program class](https://synalinks.github.io/synalinks/Synalinks API/Programs API/The Program class/index.md)
- [The Sequential class](https://synalinks.github.io/synalinks/Synalinks API/Programs API/The Sequential class/index.md)
- [FunctionCallingAgent module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Agents Modules/FunctionCallingAgent module/index.md)
- [Action module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Core Modules/Action module/index.md)
- [Branch module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Core Modules/Branch module/index.md)
- [Decision module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Core Modules/Decision module/index.md)
- [Generator module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Core Modules/Generator module/index.md)
- [Identity module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Core Modules/Identity module/index.md)
- [Input module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Core Modules/Input module/index.md)
- [Not module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Core Modules/Not module/index.md)
- [Embedding module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Knowledge Modules/Embedding module/index.md)
- [UpdateKnowledge module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Knowledge Modules/UpdateKnowledge module/index.md)
- [And module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Merging Modules/And module/index.md)
- [Concat module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Merging Modules/Concat module/index.md)
- [Or module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Merging Modules/Or module/index.md)
- [Xor module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Merging Modules/Xor module/index.md)
- [EntityRetriever module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Retrievers Modules/EntityRetriever module/index.md)
- [TripletRetriever module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Retrievers Modules/TripletRetriever module/index.md)
- [PythonSynthesis module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Synthesis Modules/PythonSynthesis module/index.md)
- [SequentialPlanSynthesis module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Synthesis Modules/SequentialPlanSynthesis module/index.md)
- [ChainOfThought module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Test Time Compute Modules/ChainOfThought module/index.md)
- [SelfCritique module](https://synalinks.github.io/synalinks/Synalinks API/Modules API/Test Time Compute Modules/SelfCritique module/index.md)
- [CosineSimilarity reward](https://synalinks.github.io/synalinks/Synalinks API/Rewards/CosineSimilarity reward/index.md)
- [ExactMatch reward](https://synalinks.github.io/synalinks/Synalinks API/Rewards/ExactMatch reward/index.md)
- [LMAsJudge reward](https://synalinks.github.io/synalinks/Synalinks API/Rewards/LMAsJudge reward/index.md)
- [Reward wrappers](https://synalinks.github.io/synalinks/Synalinks API/Rewards/Reward wrappers/index.md)