Components

ModelClient

components.model_client.anthropic_client	Anthropic ModelClient integration.
components.model_client.cohere_client	Cohere ModelClient integration.
components.model_client.google_client	Google GenAI ModelClient integration.
components.model_client.groq_client	Groq ModelClient integration.
components.model_client.openai_client	OpenAI ModelClient integration.
components.model_client.transformers_client	Huggingface transformers ModelClient integration.
components.model_client.ollama_client	Ollama ModelClient integration.
components.model_client.utils	Helpers for model client for integrating models and parsing the output.

Retriever

components.retriever.bm25_retriever	BM25 retriever implementation.
components.retriever.faiss_retriever	Semantic search/embedding-based retriever using FAISS.
components.retriever.llm_retriever	LLM as retriever module.
components.retriever.postgres_retriever	Leverage a postgres database to store and retrieve documents.
components.retriever.reranker_retriever	Reranking model using modelclient as a retriever.

Output Parsers

components.output_parsers.outputs

The most commonly used output parsers for the Generator.

Agent

components.agent.react

Implementation and optimization of React agent.

Data Process

components.data_process.text_splitter	Splitting texts is commonly used as a preprocessing step before embedding and retrieving texts.
components.data_process.data_components	Helper components for data transformation such as embeddings and document splitting.

Memory

components.memory.memory

Memory for user-assistant conversations.

Reasoning