# BeyondLLM

## BeyondLLM

- [Overview](https://beyondllm.aiplanet.com/getting-started/readme.md)
- [Installation](https://beyondllm.aiplanet.com/getting-started/installation.md)
- [Quickstart Guide](https://beyondllm.aiplanet.com/getting-started/quickstart-guide.md)
- [Source](https://beyondllm.aiplanet.com/core-components/source.md)
- [Embeddings](https://beyondllm.aiplanet.com/core-components/embeddings.md)
- [Auto Retriever](https://beyondllm.aiplanet.com/core-components/auto-retriever.md)
- [Evaluate retriever](https://beyondllm.aiplanet.com/core-components/auto-retriever/evaluate-retriever.md)
- [Vector Store](https://beyondllm.aiplanet.com/core-components/vector-store.md)
- [LLMs](https://beyondllm.aiplanet.com/core-components/llms.md)
- [Generator](https://beyondllm.aiplanet.com/core-components/generator.md)
- [Memory](https://beyondllm.aiplanet.com/core-components/memory.md)
- [Evaluation](https://beyondllm.aiplanet.com/core-components/evaluation.md)
- [Observability](https://beyondllm.aiplanet.com/core-components/observability.md)
- [Re-ranker Retrievers](https://beyondllm.aiplanet.com/advanced-rag/re-ranker-retrievers.md)
- [Hybrid Retrievers](https://beyondllm.aiplanet.com/advanced-rag/hybrid-retrievers.md)
- [Finetune Embeddings](https://beyondllm.aiplanet.com/advanced-rag/finetune-embeddings.md)
- [🦜️🔗 Langchain](https://beyondllm.aiplanet.com/integration/langchain.md)
- [🦙 LlamaIndex](https://beyondllm.aiplanet.com/integration/llamaindex.md): This section demonstrates how to evaluate a LlamaIndex pipeline using  BeyondLLM. We'll walk through the process step-by-step, explaining each component and its purpose.
- [Chat with PowerPoint Presentation](https://beyondllm.aiplanet.com/use-cases/chat-with-powerpoint-presentation.md)
- [Document Search and Chat](https://beyondllm.aiplanet.com/use-cases/document-search-and-chat.md)
- [Customer Service Bot](https://beyondllm.aiplanet.com/use-cases/customer-service-bot.md)
- [Multilingual RAG](https://beyondllm.aiplanet.com/use-cases/multilingual-rag.md)
- [How to add new LLM?](https://beyondllm.aiplanet.com/how-to-guides/how-to-add-new-llm.md)
- [How to add new Embeddings?](https://beyondllm.aiplanet.com/how-to-guides/how-to-add-new-embeddings.md)
- [How to add a new Loader?](https://beyondllm.aiplanet.com/how-to-guides/how-to-add-a-new-loader.md)
- [Share your work](https://beyondllm.aiplanet.com/community-spotlight/share-your-work.md)
- [Acknowledgements](https://beyondllm.aiplanet.com/community-spotlight/acknowledgements.md): This work would not have been possible without the incredible support from various open source and other open integrations. Our special thanks to the following open-source tools for their inspiration.