# Peak RAG Framework

## Docs

- [Digital Accountant](https://rag-docs.peakfs.io/agents/digital-accountant.md): An agent that provides financial analysis and insights
- [Hyperpersonalized Learning](https://rag-docs.peakfs.io/agents/hyperpersonalized-learning.md): An agent that generates personalized learning materials
- [Knowledge Base Retriever](https://rag-docs.peakfs.io/agents/knowledge-base-retriever.md): An agent that retrieves information from vectorized content
- [Agents](https://rag-docs.peakfs.io/concept/agents.md): AI agents that handle requests
- [Applications](https://rag-docs.peakfs.io/concept/applications.md): How applications use the RAG framework
- [Pipelines](https://rag-docs.peakfs.io/concept/pipelines.md): Dynamically generated pipelines
- [Tool Repository](https://rag-docs.peakfs.io/concept/tool-repository.md)
- [Vectorization](https://rag-docs.peakfs.io/concept/vectorization.md): How the RAG framework consumes content
- [Introduction](https://rag-docs.peakfs.io/introduction.md): How we utilize RAG at Peak Innovations
- [Principles](https://rag-docs.peakfs.io/principles.md)
- [React Integration](https://rag-docs.peakfs.io/sdk/react-integration.md)
- [Web SDK](https://rag-docs.peakfs.io/sdk/web-sdk.md): alias: Mercury Assistant SDK for Web
- [Authentication](https://rag-docs.peakfs.io/tools/auth.md): User Handling in the Tool Repository
- [Fetch Foreign Exchange API](https://rag-docs.peakfs.io/tools/fetch-foreign-exchange-api.md)
- [Get SQL Schema](https://rag-docs.peakfs.io/tools/get-sql-schema.md)
- [Get User Bank Accounts](https://rag-docs.peakfs.io/tools/get-user-bank-accounts.md)
- [Get User Banks](https://rag-docs.peakfs.io/tools/get-user-banks.md)
- [Get Companies](https://rag-docs.peakfs.io/tools/get-user-companies.md)
- [Get Organization](https://rag-docs.peakfs.io/tools/get-user-organization.md)
- [Get User Partners](https://rag-docs.peakfs.io/tools/get-user-partners.md)
- [Get User Transactions](https://rag-docs.peakfs.io/tools/get-user-transactions.md)
- [Intention-Based Caching](https://rag-docs.peakfs.io/tools/intention-caching.md)
- [Interpret Python](https://rag-docs.peakfs.io/tools/interpret-python.md)
- [Interpret Typescript](https://rag-docs.peakfs.io/tools/interpret-typescript.md)
- [Retrieval Knowledge](https://rag-docs.peakfs.io/tools/retrieve-knowledge.md)
- [Run SQL](https://rag-docs.peakfs.io/tools/run-sql.md)
- [Save Chart Dataset](https://rag-docs.peakfs.io/tools/save-chart-dataset.md)
- [System-Wide Arguments](https://rag-docs.peakfs.io/tools/system-wide-arguments.md)
- [Tool Argument-Based Caching](https://rag-docs.peakfs.io/tools/tool-argument-based-caching.md)
- [Translate Text](https://rag-docs.peakfs.io/tools/translate-text.md)
- [Use Cases](https://rag-docs.peakfs.io/use-cases.md): Overview of RAG Framework applications across different domains.
- [Contextual Retrieval](https://rag-docs.peakfs.io/vectorization/contextual-retrieval.md)
- [Hybrid Search](https://rag-docs.peakfs.io/vectorization/hybrid.md): Hybrid Search with BM25 + TF
- [HyDE](https://rag-docs.peakfs.io/vectorization/hyde.md): Hypothetical Document Embeddings(HyDE) utilization in the RAG Framework
- [Ingestion Service](https://rag-docs.peakfs.io/vectorization/ingestion.md)
- [Re-Ranking](https://rag-docs.peakfs.io/vectorization/reranking.md): Reranking with cross-encoder model
- [Retrieval Tool](https://rag-docs.peakfs.io/vectorization/retrieval.md): Retrieval Tool in the RAG Framework
- [Vector Database](https://rag-docs.peakfs.io/vectorization/weaviate.md): Vector Database Utilization in the RAG Framework

## OpenAPI Specs

- [openapi](https://rag-docs.peakfs.io/api-reference/openapi.json)

## Optional

- [CODA docs](https://coda.io/d/Peak-Innovations_d2eP0_r5FYY/RAG-2-0-specifications_sufBR-2Q)
- [Miro](https://miro.com/app/board/uXjVLXk-uqc=/)